Publication

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Full Paper

[1] T.-H. Tsai, T.-H. Chen and L.-G. Chen, “An MPEG Audio Decoder Chip,” IEEE Trans. on Consumer Electronics, vol. 41, no. 1, pp. 89-96, Feb. 1995. (SCI&EI)

[2] T.-H. Tsai, L.-G. Chen and Y.-C. Liu, “A Novel MPEG-2 Audio Decoder with Efficient Data Arrangement and Memory Configuration,” IEEE Trans. on Consumer Electronics, vol. 43, no. 3, pp.598-604, Aug. 1997. (SCI&EI)

[3] R.-X. Chen, L.-G. Chen, M.-J. Chen and T.-H. Tsai, “An I-phone System Design and Implementation with a Portable Speech Coding Coprocessor,” IEEE Trans. on Consumer Electronics, vol. 43, no. 4, pp.1262-1269, Nov. 1997. (SCI&EI)

[4] Y.-C. Liu, Y.-K. Lai, T.-H. Tsai and L.-G. Chen, “VLSI Implementation of Visual Block Pattern Truncation Coding,” IEEE Trans. on Consumer Electronics, vol. 44, no. 3, pp.490-499, Aug. 1998. (SCI&EI)

[5] T.-H. Tsai and L.-G. Chen, “A Novel Architecture of Inverse Quantization and Multichannel Processing for MPEG-2 Audio Decoding,” IEEE Trans. on Circuits and Systems-II: Analog and Digital Processing, vol. 47, no. 1, pp.75-78, Jan. 2000. (SCI&EI)

[6] T.-H. Tsai, R.-J. Wu and L.-G. Chen “A Cost-Effective Design for MPEG-2 Audio Decoder with Embedded RISC Core,” IEEE Trans. on VLSI Signal Processing, vol. 29, no.3, pp. 255-265, Nov. 2001. (SCIE&EI)

[7] T.-H. Tsai and C.-Y. Lu, “VLSI Design for Embedded Digital watermarking JPEG Encoder based on Digital Camera System,” IEICE Trans. on Fundamentals, vol.e87, no. 7, pp.1772-1780, Jul. 2004. (SCIE&EI)

[8] T.-H. Tsai and C.-P. Chen, “A Fast Binary Motion Estimation Algorithm for MPEG-4 Shape Coding,” IEEE Trans. on Circuit and System for Video Technology, vol. 14, no.6, pp. 908-913, Jun. 2004. (SCI&EI)

[9] T.-H. Tsai, C.-C. Yang and J.-N. Liu, “A Hardware/Software Co-Design of MP3 Audio Decoder,” IEEE Trans. on VLSI Signal Processing, vol. 41, no. 1, pp. 111-127, Jun. 2005. (SCI&EI)

[10] T.-H. Tsai and C.-Y. Yang, “Low Power and Cost Effective VLSI Implementation for MP3 Audio Decoder using Optimized Synthesis Subband Approach,” IEE Proceedings, vol. 151, no. 3, pp.245-251, May 2004. (SCI&EI)

[11] T.-H. Tsai and C.-N. Liu “A Hardware/Software Co-Design of MPEG AAC Audio Decoder,” International Journal of Embedded Systems (IJES), vol. 1, no.1/2, pp. 125-133, 2005. (EI)

[12] S.-W. Huang, T.-H. Tsai and L.-G. Chen, “A Low Complexity Design of Psycho-Acoustic Model for MPEG-2/4 Advanced Audio Coding,” IEEE Trans. on Consumer Electronics, vol. 50, no. 4, pp.1209-1217, Nov. 2004. (SCI&EI)

[13] S.-W. Huang, T.-H. Tsai and L.-G. Chen, “Fast Decomposition of Filterbanks for the State-of-the-art Audio Coding,” IEEE Trans. on Signal Processing Letters, vol. 12, no. 10, pp.693-696, Oct. 2005. (SCI&EI)

[14] T.-H. Tsai, C.-C. Peng and T.-M. Chen, “Design of a FFT/IFFT Soft IP Generator using on OFDM Communication System,” WSEAS Trans. on Circuits and Systems, vol. 5, no. 10, pp.1173-1180, Aug. 2006. (EI)

[15] T.-H. Tsai and Y.-N. Pan, “A Novel 3D Predict Hexagon Search Algorithm for Fast Block Motion Estimation on H.264 Video Coding,” IEEE Trans. on Circuit and System for Video Technology, vol. 16, no.12, pp. 1542-1549, Dec. 2006. (SCI&EI)

[16] C.-L. Wey, S.-Y. Lin, T.-H. Tsai and M.-T. Shiue, “Efficient Implementation of Interpolation Technique for Symbol Timing Recovery in DVB-T Transceiver Design,” WSEAS Trans. on Circuits and Systems, vol. 6, no., pp.215-221, 2007. (EI)

[17] T.-H. Tsai and C.-N. Liu “Multi-Standard Audio Decoder with Platform Based SoC HW/SW Co-design Approach,” International Journal of Electrical Engineering (IJEE), vol. 14, no. 3, pp.247-254, Jun. 2007. (EI)

[18] T.-H. Tsai and C.-N. Liu, “A Configurable Common Filterbank Processor for Multi-Standard Audio Decoder,” IEICE Trans. on Fundamentals, vol. E-90A, no. 9, pp.1913-1923, Sep. 2007. (SCI&EI)

[19] T.-H. Tsai and L.-T. Tsai, “An Efficient Design for Motion-JPEG2000 System in Real-Time Video Encoding,” IEICE Trans. on Circuits, Systems, and Computers (JCSC), vol. 17, no. 4,pp. 597-610, Aug. 2008. (SCI&EI)

[20] T.-H. Tsai and C.-N. Liu, “A Low-Latency Multi-Layer Prefix Grouping Technique for Parallel Huffman Decoding of Multimeida Standards,” IEEE Trans. on VLSI Signal Processing Systems, vol. 53, no. 3, pp.323-333, Dec. 2008. (SCI&EI)

[21] T.-H. Tsai and C.-N. Liu, “VLIW-Aware Software Optimization of AAC Decoder on Parallel Architecture Core DSP (PACDSP) Processor,” IEEE Trans. on Consumer Electronics, vol. 54, no. 2, pp.933-939, May 2008. (SCI&EI)

[22] T.-H. Tsai and C.-P. Chen, “VLSI Design for MPEG-4 Shape Coding using a Contour-based Binary Motion Estimation Algorithm,” IET Trans. on Circuits, Devices & Systems, vol. 2, no. 5, pp.429-438, Oct. 2008. (SCI&EI)

[23] T.-H. Tsai, Y.-F. Lin and H.-Y. Lin, “Video Transcoder in DCT-Domain Spatial Resolution Reduction Using Low Complexity Motion Vector Refinement Algorithm,” EURASIP Trans. on Advances in Signal Processing, vol. 2008, article ID 467290, 2008. (SCI&EI)

[24] T.-H. Tsai and H.-L. Lin, “Platform-based Design for the Low Complexity and High Performance De-interlacing System,” IEICE Trans. on INF. & SYST., vol.e91-d, no. 12, pp.1772-1780, Dec. 2008. (SCIE&EI)

[25] T.-H. Tsai and C.-N. Liu, “Low Power System Design for MPEG-2/4 AAC Audio Decoder Using Pure ASIC Approach,” IEEE Trans. on Circuits and Systems-I (TCAS-I), vol. 56, no. 1, pp.144-155, Jan. 2009. (SCI&EI)

[26] T.-H. Tsai Y.-C. Chen and C.-L. Fang, “2DVTE: A Two-directional Videotext Extractor for Rapid and Elaborate Design,” Pattern Recognition, vol. 42, issue 7, pp.1496-1510, 2009. (SCI&EI)

[27] T.-H. Tsai and H.-L. Lin, “Design and Implementation for Deinterlacing using the Edge-based Correlation Adaptive Method,” Trans. on Electronic Imaging, vol. 18, issue 1, pp.013014-1-013014-5, 2009. (SCI&EI)

[28] C.-H. Lin, C.-Y. Chen, A.-Y. Wu and T.-H. Tsai, “Low-Power Memory-Reduced Traceback MAP Decoding for Double-Binary Convolutional Turbo Decoder,” IEEE Trans. on Very Large Scale Integration Systems, vol. 56, no. 5, pp.1005-1016, May 2009. (SCI&EI)

[29] T.-H. Tsai and H.-Y. Lin, “Utilization of Low Complexity and Drift Reduction Architecture in Downscaling Transcoder,” Trans. on Electronic Imaging, vol. 18, issue 3, pp.033006-1-033006-5, 2009. (SCI&EI)

[30] T.-H. Tsai, D.-Z. Peng, C.-Y. Lin and W.-T. She, “A Low Cost Foreground Object Detection Architecture Design with Multi-model Background Maintenance Algorithm,” International Journal of Electrical Engineering (IJEE), vol. 16, no. 3, pp. 241-250, Jun. 2009. (EI)

[31] T.-H. Tsai, S.-P. Chang and T.-L. Fang, “Highly efficient CAVLC encoder for MPEG-4 AVC/H.264,” IET Trans. on Circuits, Devices & Systems, vol. 3, issue 3, pp.116-124, Jun. 2009. (SCI&EI)

[32] T.-H. Tsai and Y.-N. Pan, “High Efficient H.264/AVC Deblocking Filter Architecture for Real-time QFHD,” IEEE Trans. on Consumer Electronics, vol. 55, no.4, pp. 2248-2256, Nov. 2009. (SCI&EI)

[33] T.-H. Tsai, Y.-H. Lee and Y.-Y. Lee, “Design and Analysis of High Throughput Lossless Image Compression Engine Using VLSI-Oriented FELICS Algorithm,” IEEE Trans. Very Large Scale Integration (TVLSI) Syst., vol. 18, no. 1, pp. 39-52, Jan. 2010. (SCI & EI)

[34] T.-H. Tsai, C.-L. Fang and Y.-C. Chen, “Shot Change Detection Using Global and Local Information with Adaptive Threshold,” International Journal of Computer Sciences and Engineering Systems, vol. 5, no.1, pp.23-26, 2011. (EI)

[35] T.-H. Tsai, C.-L. Fang and R.-C. Kuo, “A Videotext in Picture Display System with Embedded Videotext Extraction on a Dual-Core Platform,” IEEE Trans. on Consumer Electronics, vol. 56, issue 3,pp. 1661-1669, Aug. 2010. (SCI&EI)

[36] T.-H. Tsai, and Y-H. Lee, “A 6.4 Gbit/s Embedded Compression Codec for Memory-Efficient Applications on Advanced-HD Specification,” IEEE Trans. on Circuit and System for Video Technology, vol. 20, no.10, pp. 1277-1291, Oct. 2010. (SCI&EI)

[37] T.-H. Tsai, “A Novel MPEG Audio Degrouping Algorithm and its Architecture Design,” EURASIP Trans. on Audio, Speech, and Music Processing, vol. 2010, article ID 737450, Nov. 2010. (SCI & EI)

[38] T.-H. Tsai, C.-L. Fang and Y.-C. Liu, “Motion Intensity and Direction Distribution Similarity Measure for Accelerating Sports Video Retrieval,” International Journal of Electrical Engineering, vol.17, no.6, pp.406-412, 2010. (EI)

[39] T.-H. Tsai, T. L. Fang, and Y. N. Pan, “A Novel Design of CAVLC Decoder with Low Power and High Throughput Considerations, ” IEEE Trans. on Circuits and Systems for Video Technology, vol. 21, no.3, pp. 311–319, Mar. 2011. (SCI& EI)

[40] T.-H. Tsai, and C.-Y. Lin, “System Level Design and Implementation for Region-of-Interest Segmentation,” IEEE Trans. on VLSI Signal Processing Systems, vol.62,issue 1, pp. 97–112, 2011. (SCI& EI)

[41] T.-H. Tsai, and C.-L. Fang, “Text-video Completion using Structure Repair and Texture Propagation,” IEEE Trans. on Multimedia, vol.13, no.1, pp. 29 –39, Feb. 2011. (SCI & EI)

[42] T.-H. Tsai and C.-Y. Lin, “Design of Real-Time Self-Frame-Rate-Control Foreground Detecting for Multiple Camera Surveillance System,” IEICE Trans. Information and Systems,” vol. E94-D, no.12, pp.2513-2522, Dec. 2011. (SCI& EI)

[43] T.-H. Tsai and Y.-N. Pan, “High Efficient Architecture Design of Real-time QFHD for H.264/AVC Fast Block Motion Estimation,” IEEE Trans. on Circuits and Systems for Video Technology, vol. 21, no.11, pp. 1646–1658, Nov. 2011. (SCI& EI)

[44] T.-H. Tsai, C.-Y. Lin and S.-Y. Li, “Algorithm and Architecture Design of Human-Machine Interaction in Foreground Object Detection with Dynamic Scene,” IEEE Trans. on Circuits and Systems for Video Technology, vol.23, no.1, pp.15-29, Nov. 2011. (SCI& EI)

[45] T.-H. Tsai, C.-L. Fang and H.-M. Chuang, “Design and Implementation of Efficient Video Stabilization Engine Using Maximum a Posteriori Estimation and Motion Energy Smoothing Approach,” IEEE Trans. on Circuits and Systems for Video Technology, vol.22,issue: 99, pp. 1-14, Nov. 2011. (SCI& EI)

[46] T.-H. Tsai and C.-Y. Lin, “Visual Hand Gesture Segmentation Using Three-Phase Model Tracking Technique for Real-Time Gesture Interpretation System,” Trans. on Information Hiding and Multimedia Signal Processing, vol. 3, no. 2, pp. 122-134, Apr. 2012.

[47] T.-H. Tsai and C.-Y. Lin , “Exploring Contextual Redundancy in Improving Object-Based Video Coding for Video Sensor Networks Surveillance, ” IEEE Trans. on Multimedia, vol. 14, no. 3, pp. 669-682, Jun. 2012. (SCI& EI)

[48] T.-H. Tsai and H.-Y. Lin, “High Visual Quality Particle Based Frame Rate Up Conversion with Acceleration Assisted Motion Trajectory Calibration,” IEEE Trans. on Display Technology, vol. 8, no. 6, pp. 341-351, Jun. 2012. (SCI& EI)

[49] T.-H. Tsai and H.-Y. Lin, “Hybrid Frame Rate up Conversion Method Based on Motion Vector Mapping, ”IEEE Trans. on Circuits and Systems for Video Technology, vols. 23, no. 11, pp. 1901-1910, Nov. 2013. (SCI& EI)

[50] T.-H. Tsai, C.-Y. Wu and C. L. Fang; "Design and Implementation of a Joint Data Compression and Digital Watermarking System in an MPEG-2 Video Encoder", Journal of Signal Processing Systems,June 2013

[51] T.-H. Tsai, Y.-S Huang , P.-Y Liu and D.-M Chen, “Content-based Singer Classification on Compressed Domain Audio Data”, Multimedia Tools and Applications, Apr.2014

[52] C.-F Hsieh, T.-H. Tsai, C.-C. Liu, “A VLSI Architecture of 2-D Discrete Wavelet Transform for Reducing Computation Time,” Proc. Applied Mechanics and Materials Vols. 284-287 pp 2463-2467, 2013.

[53] C.-F Hsieh, T.-H. Tsai, C.-H. Lai, S.-C. Yi, “An Efficient Architecture of 1-D Discrete Wavelet Transform for Noise Reduction,”Proc. International Journal of Advancements in Computing Technology (IJACT), 2013.

[54] C.-F Hsieh, T.-H. Tsai, “FPGA Implementation of a High-Speed Two Dimensional Discrete Wavelet Transform,” Proc. Applied Mechanics and Materials Vols. 479-480 pp 508-512, 2014.

[55] C.-F Hsieh, T.-H. Tsai, C.-H. Lai, S.-C. Yi, “A SoC Integrating ADC and 2DDWT for Video/Image Processing,”Proc. IEICE TRANS. ELECTRON., VOL.E99–C, NO.3 MARCH 2016.

[56] T.-H. Tsai, H.-C. Liu, and D.-M. Chen; Design of Low Complexity Filterbank Method for the State-of-the-art Audio Coding Schemes, International Journal of Advanced Information Science and Technology, 45 16-25, 2016

[57] T.-H. Tsai, P.-Y. Tsai, M.-Y. Huang and L.-Y. Huang; WHDVI: A Wireless High Definition Video Interface Technique for Digital Home, Integration, the VLSI Journal, 53 138-144, 2016

[58] T.-H. Tsai, A.-T. Shi and K.-T. Huang; Accurate Frame Rate Up-Conversion for Advanced Visual Quality, IEEE Transactions on Broadcasting, 62 426-435, , 2016

[59] T.-H. Tsai and C.-S. Fan; Monocular Vision-based Depth Map Extraction Method for 2D to 3D Video Conversion, EURASIP Journal on Image and Video Processing, 10.1186 s13640-016-0121-x, , 2016

[60] T.-H. Tsai, and D.-M. Chen; A Hardware/Software Co-design of High Efficiency AAC Audio Decoder, Journal of Signal Processing Systems, 88 345-356, 2017

[61] T.-H. Tsai and C.-H. Chang; Hardware/Software Codesign and VLSI Implementation for the Intelligent Surveillance System, IEEE Sensors Journal, 17 18 6077-6089,, 2017

[62] T.-H. Tsai S.-S. Su, and T.-Y. Lee, “Fast Mode Decision Method Based on Edge Feature for HEVC Inter Prediction,” IET Trans. on Circuits, Devices & Systems, vol. 12, no. 18, pp. 644-651, issue 5, Feb. 2018. (SCI&EI)

[63] T.-H. Tsai T.-W. Huang and R.-Z. Wang, “A Novel Method for 2D-to-3D Video Conversion Based on Boundary Information,” EURASIP Journal on Image and Video Processing, DOI: 10.1186/s13640-017-0239-5, Feb. 2018 (SCI&EI)

[64] T.-H. Tsai and S.-W. Chen, “Single-Chip Design for Intelligent Surveillance System,” IEEE Trans. on VLSI Systems, DOI: 10.1109/TVLSI.2018.2827385, Apr. 2018. (SCI& EI)

[65] T.-H. Tsai and W.-T. Kuo, “An Efficient ECG Lossless Compression System for Embedded Platforms With Telemedicine Applications,” IEEE Access, DOI: 10.1109/ACCESS.2018.2858857, Aug. 2018. (SCI& EI)

[66] T. H. Tsai and C.-H. Chang and S.-W. Chen and C.-H. Yao. “Design of Vision based Indoor Positioning based on Embedded System.” IET Image Processing, DOI: 10.1049/iet-ipr.2018.6285, 16 August 2019.

[67] T. H. Tsai and C.-W.Hsu. Implementation of Fall Detection System Based on 3D Skeleton for Deep Learning Technique. IEEE Access, vol. 7, pp. 153049-153059.(SCI:IF=4.098),Jul. 2019.

[68] T. H. Tsai and C.-H. Chang, S.-W. Chen and C.-H.Yao. Design of Vision based Indoor Positioning based on Embedded System. IET Image Processing. (SCI:IF=2.004),Oct. 2019.

[69] T. H. Tsai and C.-C. Huang and K.-L. Zhang. Design of hand gesture recognition system for human-computer interaction. Multimedia Tools and Applications.(SCI:IF=2.101),Dec. 2019.

[70] T. H. Tsai and F.-L. Tsai. “Efficient lossless compression scheme for multi-channel ECG signal processing.” Biomedical Signal Processing and Control, 59, 101879 Mar 2019.

[71] T. H. Tsai and K.L. Zhang and Y.R. Tsai, "Design and Implementation on Intelligent Homecare Appliance System," in IEEE Consumer Electronics Magazine, vol. 9, no. 1, pp. 16-21, 1 Jan. 2020.

[72] T. H. Tsai ,C. -C. Huang, C. -H. Chang and M. A. Hussain, "Design of Wireless Vision Sensor Network for Smart Home," IEEE Access, vol. 8, pp. 60455-60467, 2020, doi: 10.1109/ACCESS.2020.2982438.

[73] T. H. Tsai and Y.-C. Lee, “A Light-Weight Neural Network for Wafer Map Classification based on Data Augmentation” , IEEE Transactions on Semiconductor Manufacturing, 2020.

[74] T. H. Tsai and Muhammad Awais Hussain, “VLSI Implementation of Lossless ECG Compression Algorithm for Low Power Devices,” IEEE Transactions on Circuits and Systems, 2020

[75] T. H. Tsai and C.-H. Yao,"A Robust Tracking Algorithm for a Human-Following Mobile Robot" 2020 IET Image Processing" , IET Image Processing 2020

[76] T. H. Tsai and M. A. H., “VLSI Implementation of Lossless ECG Compression Algorithm for Low Power Devices,” IEEE Transactions on Circuits and Systems II: Express Briefs, DOI: 10.1109/TCSII.2020.2978554, vol. 67, issue 12, pp. 3317 – 3321, Dec. 2020. (SCI&EI)

[77] T. H. Tsai ,N.-C. Tung and D.-B. Lin, “VLSI Implementation of Multi-channel ECG Lossless Compression System,” IEEE Transactions on Circuits and Systems II: Express Briefs, DOI: 10.1109/TCSII.2021.3071757

[78] T. H. Tsai and M. A. H., “Memory Access Optimization for On-Chip Transfer Learning” , IEEE Transactions on Circuits and Systems I: Regular Papers , DOI: 10.1109/TCSI.2021.3055281, vol. 68, issue 4, pp. 1507 - 1519, April 2021 (SCI&EI)

[79] T.-H. Tsai ,P.-Y. Liu and Y.-H. Chiou,“Hardware design for blind source separation using fast time-frequency mask technique,” Integration, the VLSI Journal, DOI: 10.1016/j.vlsi.2021.07.001, Aug. 2021. (SCI&EI, IF = 1.211)

[80] T.-H. Tsai and Y.-R. Tsai,“Architecture Design and VLSI Implementation of 3D Hand Gesture Recognition System,” Sensors 2021, 21, 6724. https://doi.org/10.3390/s21206724.

[81] T.-H. Tsai ,P.-C. Hao and C.-L. Wang,“Self-Defined Text-Dependent Wake-Up-Words Speaker Recognition System,” IEEE Access, vol. 9, DOI: 10.1109/ACCESS.2021.3117602, 2021.

[82] T.-H. Tsai and H.-C. Liu,“Design and implementation of filterbank for MPEG-2/4 AAC system,” Integration, the VLSI Journal, vol. 82, Jan. pp. 144-152, 2022.

[83] T.-H. Tsai and P.-T. Chi,“A Single-Stage Face Detection and Face Recognition Deep Neural Network Based on Feature Pyramid and Triplet Loss,” IET Image Process. 1– 9 (2022) https://doi.org/10.1049/ipr2.12479

[84] T.-H. Tsai and S.-A. Huang,“Refined U-net: A New Semantic Technique on Hand Segmentation,” Neurocomputing, Volume 495, 2022, Pages 1-10, ISSN 0925-2312, https://doi.org/10.1016/j.neucom.2022.04.079.

[85] T.-H. Tsai and C.-S. Cheng,“Automatic Optical Inspection System for Wire Color Sequence Detection,” Sensors 2022, 22, 5885. https://doi.org/10.3390/s22155885.

[86] M. A. Hussain, C. -L. Lee and T.-H. Tsai , “An Efficient Incremental Learning Algorithm for Sound Classification,” in IEEE MultiMedia, 2022, doi: 10.1109/MMUL.2022.3208923. (SCI&EI)

[87] M. A. Hussain, S. -A. Huang and T.-H. Tsai ,“Learning with Sharing: An Edge-optimized Incremental Learning Method for Deep Neural Networks,” in IEEE Transactions on Emerging Topics in Computing, 2022, doi: 10.1109/TETC.2022.3210905.(SCI&EI)

[88] T.-H. Tsai, Chi-En Tsai and Po-Ting Chi,“ A one-shot face detection and recognition using deep learning method for access control system,” Signal, Image and Video Processing, 2022, DOI: 10.1007/s11760-022-02366-1.

[89] T.-H. Tsai, J.-X. Lu, X.-Y, Chou and C.-Y. Wang,“ Joint Masked Face Recognition and Temperature Measurement System Using Convolutional Neural Networks,” Sensors 2023, 23,2901. https://doi.org/10.3390/s23062901. (SCI & EI)

[90] T.-H. Tsai and Yu-Wei Tseng,“BiSeNet V3: Bilateral segmentation network with coordinate attention for real-time semantic segmentation,” Neurocomputing, Volume 532, May 2023, Pages 33-42, https://doi.org/10.1016/j.neucom.2023.02.025. (SCI & EI) <> [91] T.-H. Tsai, Chih?Chi Huang and Ting?Yu Lee,“A tracking system with multiple region background subtraction algorithm for night scene,” International Journal of Information Technology, doi: 10.1007/s41870-023-01233-7, 2023.

[92] T.-H. Tsai and Xin-Hui Lin, “Speech densely connected convolutional networks for small-footprint keyword spotting,” Multimedia Tools and Applications, https://doi.org/10.1007/s11042-023-14617-5, 2023. (SCI & EI)

[93] T.-H. Tsai and Tran Dang Khoa, “DS-GAU: Dual-Sequences Gated Attention Unit Architecture for Text-Independent Speaker Verification,” Machine Learning with Applications, 2023.

[94] T.-H. Tsai and D.-B. Lin, “An On-Chip Fully Connected Neural Network Training Hardware Accelerator Based on Brain Float Point and Sparsity Awareness,” IEEE IEEE Open Journal of Circuits and Systems, vol. 4, doi: 10.1109/OJCAS.2023.3245061, 2023. (SCI & EI)

[95] T.-H. Tsai, Y.-C. Ho, and P.-T. Chi,“Hardware Architecture Design for Hand Gesture Recognition System on FPGA,” IEEE Access, doi: 10.1109/ACCESS.2023.3277857, 2023. (SCI & EI)

[96] T.-H. Tsai, Rui-Zhi Wang, and Nai-Chieh Tung,“Hardware architecture design for real-time SIFT extraction with reduced memory usage,” Multimedia Tools and Applications, doi: 10.1007/s11042-023-15789-w, 2023. (SCI & EI)v

[97] T.-H. Tsai and C.-C. Yang,“A real-time surveillance system with multi-object tracking,” Multidimensional Systems and Signal Processing, doi.org/10.1007/s11045-023-00883-x, 2023. (SCI & EI)

[98] T.-H. Tsai and Chiao-Li Wang, “GMM-Based Speaker Verification System with Hardware MFCC in SoC Design,” Multimedia Tools and Applications, doi: 10.1007/s11042-023-17561-6, 2023. (SCI & EI)

 

Conference Paper

[1] T.-H. Tsai, L.-G. Chen and T.-H. Chen, “Design and VLSI Implementation of MPEG Audio Decoder,” Int’l. Proc. of Symposium on VLSI Technology, Systems, and Applications, 1995.

[2] P.-C. Wu, L.-G. Chen, Y.-K. Lai and T.-H. Tsai, “Design Strategy for Three-Dimensional Subband Filter Banks,” Proc. of IEEE Int’l. Conference on Image Processing, 1996.

[3] Y.-K. Lai, L.-G. Chen T.-H. Tsai, and P.-C. Wu, “A Novel Scalable Architecture with Memory Interleaving Organization for Full Search Block-Matching Algorithm.” Proc. of IEEE Int’l. Symposium on Circuits and Systems (ISCAS), 1997.

[4] Y.-C. Liu, L.-G. Chen, P.-C. Wu, Y.-K. Lai and T.-H. Tsai, “A True Color Video Signal Processing System and Its Real-Time Chip Implementation,” Proc. of IEEE Int’l. Conference on Consumer Electronics, 1997.

[5] T.-H. Tsai, L.-G. Chen, Y.-C. Liu, Y.-K. Lai and P.-C. Wu, “A Novel MPEG-2 Audio Decoder with Efficient Data Arrangement and Memory Configuration,” Proc. of IEEE Int’l. Conference on Consumer Electronics, 1997.

[6] T.-H. Tsai, L.-G. Chen and R.-X. Chen, “Implementation Strategy of MPEG-2 Audio Decoder and Efficient Multichannel Architecture,” Proc. of Signal Processing Systems (SIPS97), 1997.

[7] R.-X. Chen, M.-J. Chen, L.-G. Chen and T.-H. Tsai, “The System Implementation of I-phone Hardware by Using Low Bit Rate Speech Coding,” Proc. of Signal Processing Systems (SIPS97), 1997.

[8] Y.-K. Lai, L.-G. Chen, T.-H. Tsai and P.-C. Wu, “A Flexible High-Throughput VLSI Architecture with 2-D Data-Reuse for Full-Search Motion Estimation,” Proc. of International Conference on Image Processing (ICIP'97), 1997.

[9] T.-H. Tsai, “An Effective MPEG Audio Decoding Algorithm,” Proc. of Hwa Hsia Journa, 1997.

[10] T.-H. Tsai and L.-G. Chen, “A Cost-Effective Design Strategy for MPEG-2 Audio Decoder and Efficient Multichannel Architecture,” Proc. of Multimedia Technology and Applications Symposium, 1997.

[11] T.-H. Tsai and L-G Chen, “A Modified MPEG-2 Audio Decoding Scheme Based on It's Low-Cost Fast Algorithm and Efficient Data Scheduling,” Proc. of Multimedia Technology and Applications Symposium, 1997.

[12] P.-C. Wu, L.-G. Chen and T.-H. Tsai, “A New Method for Reduction of Blocking Effects in Subband/Wavelet Image Coding,” Proc. of Consumer Electronics, 1997.

[13] T.-H. Tsai, L.-G. Chen, S.-C. Huang and H.-C. Chang, “A Low-Cost Architecture Design with Efficient Data Arrangement and Memory Configuration for MPEG-2 Audio Decoder,” Proc. of IEEE Int’l. Symposium on Circuits and Systems (ISCAS), 1998.

[14] T.-H. Tsai, L.-G. Chen, H.-C. Chang and S.-C. Huang, “A Modified MPEG-2 Audio Decoder Scheme based on it's Low-Cost Fast Algorithm and Efficient Data Scheduling,” Proc. of IEEE Int’l. Symposium on Circuits and Systems (ISCAS), 1998.

[15] C.-H. Chen, L.-G. Chen, S.-C. Huang, T.-H. Tsai and H.-C. Chang, “An Adaptive Network Control Scheme for Region-based Hybrid Coding Algorithm,” Proc. of IEEE Int’l. Symposium on Circuits and Systems (ISCAS), 1998.

[16] T.-H. Tsai, “A Waste Water Recycle System using in Community,” Proc. of College Technical Project Design Conference, 1997.

[17] H.-T. Chen, L.-G. Chen, S.-C. Huang, T.-H. Tsai and H.-C. Chang, “An adaptive network control scheme for region-based hybrid coding algorithm,” Proc. of IEEE Int’l. Symposium on Circuits and Systems (ISCAS), 1998.

[18] T.-H. Tsai and L.-G. Chen, “A Simple and Low-Cost MPEG Audio Degrouping Algorithm,” Proc. of Int'l Conf. on Signal Processing (ICSP), 1998.

[19] T.-H. Tsai and L.-G. Chen, “Processor Design Strategy for MPEG-2 and AC-3 Audio Decoding,” Proc. of IEEE ISCE'98, 1998.

[20] Y.-C. Liu, T.-H. Tsai, Y.-K. Lai and L.-G. Chen, “VLSI Implementation of Visual Block Pattern Truncation Coding,” Proc. of IEEE Int’l. Conference on Consumer Electronics, 1998.

[21] T.-H. Tsai and L.-G. Chen, “A Cost-Effective Architecture Design of Inverse Quantization and Multichannel Processing for MPEG-2 Audio Decoding,” Proc. of IEEE Int’l. Symposium on Circuits and Systems (ISCAS), 1999.

[22] T.-H. Tsai, L.-G. Chen and R.-J. Wu “A System Level Integration Methodology for MPEG-2 Audio Decoder with Embedded RISC Core,” Proc. of Int’l. Symposium on VLSI Technology, Systems, and Applications, 1999.

[23] T.-H. Tsai and L.-G. Chen, “A Novel Inverse Quantization and Multichannel Processing Architecture for MPEG-2 Audio Applications,” Proc. of IEEE Int’l. Intelligent Signal Processing and Communication System (ISPACS), 1999.

[24] T.-H. Tsai L.-G. Chen and R.-J. Wu “A Cost-Effective Design for MPEG-2 Audio Decoder with Embedded RISC Microprocessor,” Proc. of IEEE Signal Processing Systems (SIPS99), 1999.

[25] T.-H. Tsai, “A System Level Integration Design for MPEG Layer III Audio Decoder,” Proc. of Int'l Conf. on Signal Processing (ICSP), 2000.

[26] T.-H. Tsai and Y.-C. Yang, “A Novel Architecture Design for MP3 Audio Decoder,” Proc. of The 11th VLSI Design/CAD Symposium (VLSI), 2000.

[27] T.-H. Tsai and Y.-C. Yang, “A Novel Architecture Design for MP3 Audio Decoder,” Proc. of The International Conference on Multimedia and Exposition 2001 (ICME), 2001.

[28] T.-H. Tsai and C.-Y. Lu, “A System Level Design for Embedded Digital Watermark Technique using in DSC System,” Proc. of The 12th VLSI Design/CAD Symposium (VLSI), 2001.

[29] T.-H. Tsai and J.-N. Liu, “Architecture Design for MPEG-2 AAC Filterbank Decoder,” Proc. of 2001 Workshop on Consumer Electronics, 2001.

[30] T.-H. Tsai and K.-L. Lin, “A Folded Architecture of Lifting Based Discrete Wavelet Transform for JPEG2000,” Proc. of Consumer Electronics, 2001.

[31] T.-H. Tsai and C.-Y. Lu, “VLSI Design for Embedded Watermarking JPEG Encoder based on Digital Camera System,” Proc. of The International Symposium on Communications (ISCOM), 2001.

[32] T.-H. Tsai and C.-Y. Lu, “A System Level Design for Embedded Digital Watermark Technique using in DSC System,” Proc. of IEEE Int’l. Intelligent Signal Processing and Communication System (ISPACS), 2001.

[33] C.-Y. Lu and T.-H. Tsai, “Architecture Design for MPEG-2 AAC Filterbank Decoder Using Modified Regressive Method,” Proc. of International Conference on Acoustics, Speech, & Signal Processing (ICASSP), 2002.

[34] T.-H. Tsai and C.-C. Yen, “A High Quality Re-quantization/Quantization Method for MP3 and MPEG-4 AAC Audio coding,” Proc. of IEEE Int’l. Symposium on Circuits and Systems (ISCAS), 2002.

[35] T.-H. Tsai , “New Cost-Effective VLSI Implementation of Synthesis Subband for MP3 Audio Decoder,” Proc. of Int’l Symposium on Low-Power and High-Speed Chips (COOL Chips V), 2002.

[36] T.-H. Tsai and C.-P. Chen, “A Fast Algorithm and Architecture Design for Binary Motion Estimation in MPEG-4 Shape Coding,” Proc. of The 13th VLSI Design/CAD Symposium (VLSI), 2002.

[37] T.-H. Tsai and K.-L. Lin, “Speed-Improved Methods for EBCOT of JPEG2000,” Proc. of IEEE Int’l. Intelligent Signal Processing and Communication System (ISPACS), 2002.

[38] T.-H. Tsai and K.-L. Lin, “A High Speed and Low Complexity Integrated Framework for JPEG2000,” Proc. of IEEE International Conference on Communications Systems (ICCS), 2002.

[39] C.-L. Fang, W.-Y. Chen, Y.-C. Liu and T.-H. Tsai, “A New Adaptive Return Prediction Search Algorithm for Block Matching,” Proc. of The 3rd IEEE Pacific-Rim Conference on Multimedia, 2002.

[40] T.-H. Tsai and C.-C. Yen, “An Error Reduction Quantization/Re-quantization Method for MP3 and MPEG-4 Audio Coding,” Proc. of Cross-Strait Information Technology Conference (CSIT), 2002.

[41] T.-H. Tsai and C.-P. Chen, “An Efficient Binary Motion Estimation Algorithm and Its Architecture for MPEG-4 Shape Coding,” Proc. of IEEE Int’l. Symposium on Circuits and Systems (ISCAS), 2003.

[42] T.-H. Tsai, S.-W. Huang and L.-G. Chen, “Design of a Low Power Psycho-Acoustic Model Co-Processor for MPEG-2/4 AAC LC Stereo Encoder,” Proc. of IEEE Int’l. Symposium on Circuits and Systems (ISCAS), 2003.

[43] T.-H. Tsai and C.-Y. Wu, “An Implementation of Configurable Digital Watermarking System in MPEG Video Encoder,” Proc. of IEEE Int’l. Conference on Consumer Electronics (ICCE), 2003.

[44] T.-H. Tsai, W.-C. Chen and C.-N. Liu, “A Low Power VLSI Implementation for Huffman Decoder in MPEG-1 Layer III,” Proc. of IEEE Int’l. Conference on Multimedia & Expo (ICME), 2003.

[45] T.-H. Tsai, C.-N. Liu and Y.-W. Wang, “A Pure-ASIC Design Approach for MPEG-2 AAC Audio Decoder,” Proc. of The 14th VLSI Design/CAD Symposium (VLSI), 2003.

[46] T.-H. Tsai, Y.-N. Pan and L.-T. Tsai, “A Fast Algorithm and Architecture Design of EBCOT for JPEG2000 Encoded,” Proc. of The 14th VLSI Design/CAD Symposium (VLSI), 2003.

[47] T.-H. Tsai and Y.-X. Lee, “The Hybrid Video Error Concealment Algorithm with Low Complexity Approach,” Proc. of IEEE the Fourth International Conference on Information, Communications & Signal Processing and Fourth Pacific-Rim Conference on Multimedia (ICICS-PCM), 2003.

[48] T.-H. Tsai, C.-N. Liu and Y.-W. Wang, “A Pure-ASIC Design Approach for MPEG-2 AAC Audio Decoder, ” Proc. of IEEE the Fourth International Conference on Information, Communications & Signal Processing and Fourth Pacific-Rim Conference on Multimedia (ICICS-PCM), 2003.

[49] T.-H. Tsai, G.-J. Chen and W.-L. Tzeng, “A Novel Foreground/Background Decision using in Unsupervised Segmentation of Moving Objects in Video Sequences,” Proc. of 46th IEEE Int’l Midwest Symposium on Circuits and Systems (MWCAS), 2003.

[50] T.-H. Tsai and C.-Y. Lin, “Hierarchical Decision based on Higher Order Statistical on Foreground Detection in Video Sequence,” Proc. of 46th IEEE Int’l Midwest Symposium on Circuits and Systems (MWCAS), 2003.

[51] T.-H. Tsai and C.-Y. Wu, “VLSI Implementation of Joint Data Compression and Digital Watermarking System in MPEG-2 Video Encoder,” Proc. of 46th IEEE Int’l Midwest Symposium on Circuits and Systems (MWCAS), 2003.

[52] T.-H. Tsai, Y.-N. Pan and L.-T. Tsai, “Architecture Design and VLSI Implementation for JPEG2000,” Proc. of 46th IEEE Int’l Midwest Symposium on Circuits and Systems (MWCAS), 2003.

[53] T.-H. Tsai, C.-H. Lin and S.-Y. Lin, “Low Complexity Algorithm and Architecture design for Channel Estimation in Turbo Code,” Proc. of 46th IEEE Int’l Midwest Symposium on Circuits and Systems (MWCAS), 2003.

[54] T.-H. Tsai, W.-L. Tzeng and G.-J. Chen, “A Low Complexity Video Segmentation Technique Based on Spatio-Temporal Information,” Proc. of Consumer Electronics, 2003.

[55] T.-H. Tsai and Y.-X. Lee, “The Hybrid Video Error Concealment Algorithm with Data Reuse Technique,” Proc. of Consumer Electronics, 2003.

[56] T.-H. Tsai and C.-P. Chen, “VLSI Design for MPEG-4 Shape Coding with A Fast Binary Motion Estimation,” Proc. of Consumer Electronics, 2003.

[57] T.-H. Tsai, Y.-X. Lee and Y.-F. Lin, “A Low Complexity Error Concealment Algorithm for Object-Based Video Coding,” Proc. of Cross-Strait Information Technology Conference (CSIT), 2003.

[58] T.-H. Tsai, C.-N. Lu and W.-C. Chen, “Low-Power VLSI Implementation for Variable Length Decoder in MPEG-1 Layer III,” Proc. of IS&T/SPIE Electronic Imaging Conf., 2004.

[59] T.-H. Tsai, Y.-N. Pan and L.-T. Tsai, “DSP Platform-based JPEG2000 Encoder with Fast EBCOT Algorithm,” Proc. of IS&T/SPIE Electronic Imaging Conf., 2004.

[60] S.-Y. Lin and T.-H. Tsai, “Web Surveillance System Using Platform-based design,” Proc. of IS&T/SPIE Electronic Imaging Conf., 2004.

[61] T.-H. Tsai, Y.-X. Lee and Y.-F. Lin, “Video Error Concealment Techniques Using Progressive Interpolation and Boundary Matching Algorithm,” Proc. of IEEE Int’l. Symposium on Circuits and Systems (ISCAS), 2004.

[62] T.-H. Tsai, S.-W. Huang and Y.-W. Wang, “Architecture design of MDCT-based psychoacoustic model co-processor in mpeg advanced audio coding,” Proc. of IEEE Int’l. Symposium on Circuits and Systems (ISCAS), 2004.

[63] T.-H. Tsai and S.-Y. Lin, “Iterative decoding of JPEG coded images with channel coding in bit-rate analysis,” Proc. of IEEE 6th CAS Workshop/Symposium on Emerging Technologies (MWC), 2004.

[64] T.-H. Tsai and C.-H. Lin, “A New Memory-Reduced Architecture Design for Log-MAP Algorithm in Turbo Decoding,” Proc. of IEEE 6th CAS Workshop/Symposium on Emerging Technologies (MWC), 2004.

[65] T.-H. Tsai and C.-H. Lin, “A Low Complexity Channel Estimation Algorithm and Architecture Design in Turbo Codes with Early Termination Techniques,” Proc. of IEEE 6th CAS Workshop/Symposium on Emerging Technologies (MWC), 2004.

[66] T.-H. Tsai and C.-C. Peng, “A FFT/IFFT Soft IP Generator for OFDM Communication System,” Proc. of IEEE Int’l Conf. on Multimedia and Expo (ICME), 2004.

[67] T.-H. Tsai and S.-Y. Lin, “Iterative Approximation on Source and Channel Coding for Images Transmission over Noisy Channels,” Proc. of IEEE 4th Asia-Pacific Conf. on Advanced System Integrated Circuits, 2004.

[68] T.-H. Tsai, W-C Chen and C-K Wang, “A Low Power Design of Pre-processing Unit in MPEG-1 Layer III,” Proc. of The 15th VLSI Design/CAD Symposium (VLSI), 2004.

[69] T.-H. Tsai and C-H Lin, “VLSI Design of The Turbo Decoder with a New Memory-reduced Logmap Subdecoder for 3GPP Standard,” Proc. of The 15th VLSI Design/CAD Symposium (VLSI), 2004.

[70] T.-H. Tsai and L-T Tsai, “A JPEG2000 Encoder Chip Design with Fast EBCOT Algorithm,” Proc. of The 15th VLSI Design/CAD Symposium (VLSI), 2004.

[71] T.-H. Tsai and Y.-T. Wang, “Content-Based Retrieval of Audio Example on MP3 Compression Domain,” Proc. of IEEE Int’l Multimedia Signal Processing, 2004.

[72] S.-W. Huang, T.-H. Tsai and L.-G. Chen, “Memory Reduction Technique of Spreading Function in MPEG AAC Encoder,” Proc. of 7th International Conference on Digital Audio Effects, Oct., 2004.

[73] T.-H. Tsai, Y.-W. Wang and S.-W. Huang, “An MDCT-Based Psychoacoustic Model Co-Processing Design for MPEG-2/4 AAC Audio Encoder,” Proc. of 7th International Conference on Digital Audio Effects, 2004.

[74] T.-H. Tsai, C.-Y. Lin and Y.-F. Lin, “An Embedded Design of Foreground Segmentation for Digital Camera,” Proc. of Cross-Strait Information Technology Conference (CSIT 2004), 2004.

[75] T.-H. Tsai and Y.-N. Pan, “A Novel Predict Hexagon Search Algorithm for Fast Block Motion Estimation on H.264 Video Coding,” Proc. of IEEE Asia-Pacific conference on circuits and system, 2004.

[76] T.-H. Tsai, C.-P. Yang and W.-C. Tsai, “Using Canny Edge Detection and Reduction on Automatic Segmentation Error in Microarray Image,” Proc. of International Conference on Systems and Signals (ICSS), 2005.

[77] C.-L. Fang, T.-H. Tsai and Y.-C. Liu, “Video Indexing System Based on Motion Direction Distribution,” Proc. of International Conference on Systems and Signals (ICSS), 2005.

[78] T.-H. Tsai, C.-H. Lin and A.-Y. Wu, “A Memory-Reduced LOG-MAP Kernel for Turbo Decoder,” Proc. of IEEE International Symposium on Circuits and Systems, 2005.

[79] T.-H. Tsai and C.-Y. Lin, “Video Segmentation using Multiscale Feature Extraction and Fusion,” Proc. of IEEE International Symposium on Circuits and Systems, 2005.

[80] T.-H. Tsai, S.-W. Huang and Y.-W. Wang, “Memory and Computationally Efficient Psychoacoustic Model for MPEG AAC on 16-bit Fixed-Point Processors,” Proc. of IEEE International Symposium on Circuits and Systems, 2005.

[81] T.-H. Tsai and Y.-C. Chen, “A Robust Shot Change Detection Method for Content-based Retrieval,” Proc. of IEEE International Symposium on Circuits and Systems, 2005.

[82] C.-N. Liu and T.-H. Tsai, “SoC Platform Based Design of MPEG-2/4 AAC Audio Decoder,” Proc. of IEEE International Symposium on Circuits and Systems, 2005.

[83] T.-H. Tsai, S.-W. Huang and Y.-W. Wang, “An Accelerated Psychoacoustic Model Chip Design for MPEG 2/4 AAC Audio,” Proc. of IEEE International Workshop on Cellular Neural Networks and their Applications, 2005.

[84] T.-H. Tsai and C.-H. Lin, “A VLSI Design of New Memory Reduction Turbo Code Decoder,” Proc. of IEEE International Cellular Neural Networks and their Applications, 2005.

[85] S.-W. Huang, T.-H. Tsai and L.-G. Chen, “Fast Filterbanks for the Low Power MPEG High Efficiency Advanced Audio Coding Decoder,” Proc. of The 106th AES Convention (Audio Engineering Society), 2005.

[86] T.-H. Tsai and Y.-N. Pan, “A 3D Predict Hexagon Search Algorithm for Fast Block Motion Estimation on H. 264 Video Coding,” Proc. of The International Conference on Multimedia and Exposition 2005 (ICME), 2005.

[87] S.-Y. Lin, W.-C. Tang, J.-A Lin, and T.-H. Tsai, “A Hardware/Software Co-Design and Implementation on DVB-T Baseband Receiver System,” Proc. of The 16th VLSI Design/CAD Symposium (VLSI), 2005.

[88] S.-Y. Lin, W.-C. Tang, J.-A. Lin and T.-H. Tsai, “A Hardware/Software Co-Design Case Study on DVB-T Receiver System,” Proc. of The International Association of Science and Technology for Development (IASTED), 2005.

[89] T.-H. Tsai, C.-K. Wang and C.-N. Liu, “Low Power Techniques for MP3 Audio Decoder Using Subband Cut-off Approach,” Proc. of IEEE Signal Processing Systems, 2005.

[90] T.-H. Tsai, H.-Y. Lin, C.-C. Su and S.-Y. Chen, “Computation Reduction of H.263 Resolution Downscaling Using Partial Loop Architecture, ” Proc. of Consumer Electronics and Signal Processing, 2005.

[91] T.-H. Tsai and C.-L. Fang, “A Method for Original Motion Videotext Regions Recovery,” Proc. of Cross-Strait Information Technology Conference (CSIT), 2006.

[92] T.-H. Tsai, C.-C. Peng and T.-M. Chen, “A FFT/IFFT Soft IP Generator for OFDM Communication System,” Proc. of WSEAS Int. Conf. on CIRCUITS, 2006.

[93] T.-H. Tsai and C.-N. Lu, “A Configurable Common Filterbank Processor for AC-3, MP3 and AAC Audio,” Proc. of The 16th VLSI Design/CAD Symposium (VLSI), 2006.

[94] T.-H. Tsai, C.-L. Fang and H.-Y. Lin, “Progressive Videotext Regions Inpainting Based on Edge Detection and Statistic Method,” Proc. of Int'l Multi Conf. Engineering and Computer Scientists, 2006.

[95] T.-H. Tsai, Y.-C. Chen and C.-L. Fang “A Comprehensive Motion Videotext Detection, Localizaiton and Extraction Method,” Proc. of Int’l Conf. on Communications Circuits and Systems, 2006.

[96] T.-H. Tsai, Y.-F. Lin and C.-L. Fang “Low Complexity Motion Refinement for DCT Domain Video Transcoder,” Proc. of Int’l Conf. on Communications Circuits and Systems, 2006.

[97] T.-H. Tsai and H.-Y. Lin, “Low Complexity Design on H.263 Resolution Downscaling using Partial Loop Architecture,” Proc. of the International MultiConference of Engineers and Computer Scientists, 2006.

[98] T.-H. Tsai, Y.-T. Wang; J.-H. Hung, C.-L. Wey, “Compressed Domain Content-based Retrieval of MP3 Audio Example using Quantization Tree Indexing and Melody-line Tracking Method,” Proc. of IEEE International Symposium on Circuits and Systems, 2006.

[99] T.-H. Tsai, J.-H. Hung, “Content-Based Retrieval of Mp3 Songs For One Singer Using Quantization Tree Indexing and Melody-Line Tracking Method,” Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, 2006.

[100] T.-H. Tsai, Y.-C. Liu, D.-M. Chen, C.-Y. Lin, “Fast Occluded Object Tracking Technique with Distance Evaluation, ” Proc. of 9th Joint Conference on Information Sciences (JCIS), 2006.

[101] T.-H. Tsai, C.-C. Peng and T.-M. Chen, “A FFT/IFFT Soft IP Generator for OFDM Communication System,” Proc. of WSEAS Int. Conf. on CIRCUITS, 2006.

[102] C.-L. Wey, S.-Y. Lin, T.-H. Tsai and M.-T. Shiue “Efficient VLSI Implementation of Memory-Based FFT Processors for DVB-T Application,” Proc. of the WSEAS International Conference on Circuits, Systems, Signal and Telecommunication (CISST ’07), 2007.

[103] T.-H. Tsai, Y.-C. Chen and C.-L. Fang “A Comprehensive Motion Videotext Detection, Localizaiton and Extraction Method,” Proc. of.IEEE Int’l Conf. on Multimedia Databases and Data Management (MDDM), 2007.

[104] T.-H. Tsai, D.-L. Fang and Y.-N. Pan, “A Hybrid CAVLD Architecture Design with Low Complexity and Low Power Considerations,” Proc. of IEEE International Conference on Multimedia and Expo(ICME), 2007.

[105] C.-F Hsieh, T,-H. Tsai, C.-H. Lai, S.-C. Yi, M.-H. Yen, “Implementation of an Efficient DWT Using a FPGA on a Real-time Platform,”Proc. Innovative Computing, Information and Control, 2007. ICICIC '07. Second International Conference on, 2007.

[106] T.-H. Tsai and D.-L. Fang, “A High Performance CAVLC Decoder using Non-zero Skip and Multi-level Decoding,” Proc. of The 18th VLSI Design/CAD Symposium, 2007.

[107] T.-H. Tsai, Y.-Y. Lee and Y.-X. Lee, “High Throughput Embedded Compression Engine for High-End LCD Applications,” Proc. of The 18th VLSI Design/CAD Symposium (VLSI), 2007.

[108] T.-H. Tsai, C.-H. Lin, Y.-N. Pan, “A SystemC-based NoC Design and Performance Evaluation Framework Using TLM,” Proc. of 18th VLSI Design-CAD Symposium, 2007.

[109] T.-H. Tsai and D.-L. Fang, “A Novel Design of CAVLC Decoder with Low Power Consideration,” Proc. of IEEE Asian Solid-State Circuits Conference (A-SSCC), 2007.

[110] T.-H. Tsai, H.-Y. Lin, Y.-X. Lee and P.-H. Chen, “Complexity Reduction of H.263 to H.264 Transcoder with Fast Mode Decision,” Proc. of IEEE International Symposium on Circuits and Systems, ISCAS'07, 2007.

[111] T.-H. Tsai, J.-H. Hong, C.-N. Liu, “Optimized MPEG-2 AAC Decoder using Dual Core Approach,” Proc. of數位生活科技研討會, 2007.

[112] T.-H. Tsai, W.-T. Sheu and C.-Y. Lin, “Foreground Object Detection based on Multi-model Background Maintenance,” Proc. of IEEE International Symposium on Multimedia, ISM ’07, 2007.

[113] T.-H. Tsai, S.-P. Chang and Y.-N. Pan, “Design and VLSI Implementation of High Performance CAVLC for MPEG-4 H.264/AVC,” Proc. of Consumer Electronics and Signal Processing, 2007.

[114] T.-H. Tsai and H.-C. Liu “A Hardware/Software Co-Design for a Multi-Standard Audio Decoder,” Proc. of Consumer Electronics and Signal Processing, 2007.

[115] Y.-N. Pan and T.-H. Tsai, “Fast Motion Estimation and Edge Information Inter-mode Decision on H.264 Video Coding,” Proc. of International Conference on Image Processing (ICIP), 2007.

[116] C.-K. Lian, S.-Y. Lin, T.-H. Tsai, C.-L. Wey, “A Partially Parallel Low-Density Parity Check Code Decoder with Reduced Memory for Long Code-Length,” Proc. of VLSI/CAD Symposium on Communication ICs, 2007.

[117] T.-H. Tsai, C.-P. Yang, W.-C. Tsai and P.-H. Chen, “Error Reduction on Automatic Segmentation in Microarray Image,” Proc. of IEEE Signal Processing Systems, 2007.

[118] T.-H. Tsai and Y.-X. Lee, “The Evaluation of Memory Bandwidth in Hierarchical B Frame for Scalable Video Coding,” Proc. of International PH.D Workshop on SOC, 2007.

[119] T.-H. Tsai and C.-Y. Lin, “Visual Hand Gesture Segmentation Using Signer Model for Real-Time Human-Computer Interaction Application, ” Proc. of IEEE Signal Processing Systems, 2007.

[120] T.-H. Tsai and D.-L. Fang, “An Efficient CAVLD Algorithm for H.264 Decoder,” Proc. of 26th International Conference on Consumer Electronics, ICCE 2008, 2008.

[121] Y.-X. Lee and T.-H. Tsai, “An Efficient Embedded Compression Algorithm Using Adjusted Binary Code Method,” Proc. of IEEE Int’l Symposium on Circuits and Systems (ISCAS), 2008.

[122] T.-H. Tsai and C.-Y. Lin, “A New Auto-Focus Method based on Focal Window Searching and Tracking Approach for Digital Camera,” Proc. of International Symposium on Communications, Control and Signal Processing (ISCCSP), 2008.

[123] C-N Liu, J.-H. Hung and T.-H. Tsai, “Optimization Techniques of AAC Decoder on PACDSP VLIW Processor,” Proc. of IEEE Int’l Symposium on Circuits and Systems (ISCAS), 2008.

[124] T.-H. Tsai, H.-C. Liu, W.-C. Cheng and C.-N. Liu, “A Platform-based SoC Design for a Multi-Standard Audio Decoder,” Proc. of International Conference on Communications, Circuits and Systems (ICCCAS), 2008.

[125] Y.-X. Lee, H.-C. Liu and T.-H. Tsai, “The Bidirectional-Based SRMC for Hierarchical B Frame in Scalable Video Coding,” Proc. of Int’l. Conference on Circuits, Communications and Systems (ICCCAS), 2008.

[126] Y.-X. Lee, H.-C. Liu and T.-H. Tsai, “The Bidirectional-Based SRMC for Hierarchical B Frame in Scalable Video Coding,” Proc. of Int’l. Conference on Circuits, Communications and Systems (ICCCAS), 2008.

[127] T.-H. Tsai, H.-C. Liu,W.-C. Chang and C.-N. Liu, “Two-Stage Method for Specific Audio Retrieval based on MP3 Compression Domain,” Proc. of IEEE Int’l. Symposium on Circuits and Systems (ISCAS), 2008.

[128] T.-H. Tsai, S.-C. Kao and Y.-X. Lee. “The Segment-based Rate Control Algorithm in JPEG-LS for Bandwidth-Efficiency Applications,” Proc. of the IEEE International Conference on Multimedia & Expo (ICME), 2008.

[129] C.-L. Fang and T.-H. Tsai, “Advertisement Video Completion using Hierarchical Model,” Proc. of the IEEE Int'l Conf. on Multimedia and Expo. (ICME), 2008.

[130] T. H. Tsai and C. L. Fang, “Structural Videotext Regions Completion with Temporal-Spatial Consistency, ” Proc. of the IEEE Int'l Conf. on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC), 2008.

[131] T.-H. Tsai, Y.-N. Pan and C.-H. Lin. “An Electronic System Level Design and Performance Evaluation for Multimedia Applications,” Proc. of International Conference on Embedded Software and Systems (ICESS), 2008.

[132] T.-H. Tsai and S.-P. Chang, “An Area Efficient and High Performance CAVLC for MPEG-4 AVC/H.264,” Proc. of International Conference on Embedded Software and Systems (ICESS), 2008.

[133] C.-F. Hsieh, T.-H. Tsai, C.-H. Lai and T.-A. Shan, “A Novel Efficient VLSI Architecture of 2-D Discrete Wavelet Transform,” Proc. of International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP), 2008.

[134] T.-H. Tsai, D.-Z. Peng, C.-Y. Lin and W.-T. Sheu “A Low Cost Foreground Object Detection Architecture Design with Multi-model Background Maintenance Algorithm,” Proc. of The 19th VLSI Design/CAD Symposium (VLSI), 2008.

[135] T.-H. Tsai, C.-L. Fang and C.-W. Chang, “Design of Edge and Statistic Based Inpainting for Text Regions Reconstruction,” Proc. of The 19th VLSI Design/CAD Symposium (VLSI), 2008.

[136] Y.-Y. Lee, Y.-H. Lee and T.-H. Tsai, “An Efficient Lossless Embedded Compression Engine Using Compacted-FELICS Algorithm,” Proc. of IEEE Int’l. Conference on System on a Chip (SOCC), 2008.

[137] T.-H. Tsai, W.-C. Chang, “Content-Based Retrieval of One-Singer Audio Example Based on MP3 Compression Domain,” Proc. of Visual Information Process (VIP), 2008.

[138] Y.-H. Lee, Y.-Y. Lee and T.-H. Tsai, “A High-Speed Lossless Embedded Compression Codec for High-End LCD Applications,” Proc. of IEEE Asia Solid-State Circuit Conference (A-SSCC), 2008.

[139] Y.-N. Pan, D.-Y. Shen and T.-H. Tsai, “Reconfigurable Motion Estimation Architecture Design on H.264/AVC for Power Aware Mobile Application,” Proc. of International SOC Design Conference (ISOCC), 2008.

[140] T.-H. Tsai and Y.-N. Pan, “High Efficiency Architecture of Fast Block Motion Estimation with Real-Time QFHD on H.264 Video Coding,” Proc. of IEEE International Symposium on Multimedia (ISM), 2008.

[141] C.-L. Fang, T.-H. Tsai, and R.-C. Kuo, “Design and Implementation of a Videotext Extractor on Dual-core Platform,” Proc. of the IEEE Asia-Pacific Services Computing Conf. (APSCC), 2008.

[142] T.-H. Tsai and W.-C. Chang, “Two-Stage Method for Specific Audio Retrieval based on MP3 Compression Domain,” Proc. of the IEEE International Symposium on Circuits and Systems Conf. (ISCAS), 2009.

[143] C.-L. Fang, R.-C. Kuo and T.-H. Tsai, “Data-Aware Platform Realization of Videotext Extraction for Content Integration,” Proc. of the IEEE International Symposium on Circuits and Systems Conf. (ISCAS), 2009.

[144] T.-H. Tsai, H.-G. Chen, H.-Y Lin, “Frame Rate Up-Conversion Using Adaptive Bilateral Motion Estimation,” Proc. of WSEAS International Conference on Multimedia Systems and Signal Processing (MUSP), 2009.

[145] H.-C. Lin, Y.-H. Lee and T.-H. Tsai, “The Cycle-Efficient IDCT Algorithm for H.264/SVC with DSP Platform,” Proc. of IEEE Int’l Conference on Multimedia and Expo (ICME), 2009.

[146] D.-Y. Shen and T.-H. Tsai, “A 4x4-Block Level and Bandwidth Optimization Motion Compensation Hardware Design for H.264/AVC Decoder,” Proc. of IEEE International Conference on Multimedia & Expo (ICME), 2009.

[147] T.-H. Tsai, H.-G. Chen and H.-Y. Lin, “Frame Rate Up-Conversion Using Adaptive Bilateral Motion Estimation,” Proc. of the 8th WSEAS International Conference on Applied Computer and Applied Computational Science, 2009.

[148] Y.-C. Chen, Y.-H. Lee and T.-H. Tsai, “A High-Throughput Lossless Embedded Compression Engine Using Compacted-FELICS Algorithm with Line Buffer Interpolation,” Proc. of The 20th VLSI Design/CAD Symposium (VLSI), 2009.

[149] D.-Y. Shen, Y.-N. Pan, Z.-H. Hou and T.-H. Tsai, “Architecture Design of Conflict-Free Multi-Symbol CABAC for H.264/AVC,” Proc. of The 20th VLSI Design/CAD Symposium (VLSI), 2009.

[150] T.-H. Tsai, C.-Y. Lin, D.-Z. Peng and G.-H. Chen, “SoC architecture design for integration of background subtraction and foreground tracking on a single camera,” Proc. of Fifth international conference on information assurance and security (IAS), 2009.

[151] T.-H. Tsai, C.-N. Liu, H.-Y. Lin, H.-C. Liu and C.-Y. Wu, “A 1.4 MHz 0.21 mW MPEG-2/4 AAC Single Chip Decoder,” Proc. of the IEEE Custom Integrated Circuits Conf. (CICC), 2009.

[152] T.-H. Tsai, C.-Y. Lin, D.-Z. Peng and G.-H. Chen, “Design and integration for background subtraction and foreground tracking algorithm,” Proc. of International Conference on Information Assurance and Security, 2009.

[153] D.-Y. Shen, C.-W. Chang, Y.-N. Pan and T.-H. Tsai, “A Conflict-free Multi-Symbol Arithmetic Encoder for H.264/AVC,” Proc. of APSIPA Annual Summit and Conference (APSIPA ASC), 2009.

[154] D.-Z. Peng, C.-Y. Lin, W.-T. Sheu and T.-H. Tsai, “A low cost and low complexity foreground object segmentation architecture design with multi-model background maintenance algorithm,” Proc. of IEEE International Conference on Image Processing (ICIP), 2009.

[155] D.-Z. Peng C.-Y. Lin and T.-H. Tsai, “Architecture design for a low-cost and low-complexity foreground object segmentation with multi-model background maintenance algorithm,” Proc. of IEEE International Conference on Image Processing (ICIP), 2009.

[156] T.-H. Tsai, C.-W. Chang and C.-L. Fang, “Efficient Bit-Plane Coding Scheme for EBCOT Algorithm in JPEG2000,” Proc. of International Conference on Innovative Computing, Information and Control (ICICIC), 2009.

[157] Y.-H. Lee, Y.-C. Chen and T.-H. Tsai, “A Bandwidth-Efficient Embedded Compression Algorithm Using Two-Level Rate Control Scheme for Video Coding System,” Proc. of the IEEE International Symposium on Circuits and Systems Conf. (ISCAS), 2010.

[158] C.-Y. Lin, S.-Y. Li and T.-H. Tsai, “A Scalable Parallel Hardware Architecture for Connected Component Labeling,” Proc. IEEE Int. Conf. Image Process. (ICIP), 2010.

[159] C.-H. Chen, C.-Y. Lin, S.-Y. Li and T.-H. Tsai, “High level feature: head and body co-tracking by Kalman filter,” Proc. IEEE Int. Conf. Image Process. (ICIP), 2010.

[160] C. L. Fang, H. M. Chuang, and T.-H. Tsai, “Hardware-Oriented Video Stabilization based on Background Motion Model and Motion Energy Smoothing,” Proc. of the 21th VLSI Design/CAD Symposium, 2010.

[161] T.-H. Tsai and Y.-S. Huang, “Compressed domain singer identification approach implemented on Embedded Linux system,” Proc. of VLSI Design/CAD, 2010.

[162] T. H. Tsai, Y.-N. Pan and Z.-H. Hou, “A Green Computation H.264/AVC Encoder with Reconfigurable Motion Estimation,” Proc. of International Conference on Green Circuits and Systems, 2010.

[163] T.-H. Tsai, H.-Y. Lin and H.-G. Chen, “Overlapped Block-based Adaptive Bilateral Motion Estimation,” Proc. of VLSI CAD, 2010.

[164] T.-H. Tsai, C.-Y. Lin, “Markov Random Field Based Background Subtration Method for Foreground Detection under Moving Background Scene,” Proc. of Fourth International Conference on Genetic and Evolutionary Computing (ICGEC), 2010.

[165] H.-Y. Lin, Z.-H. Li and T.-H. Tsai, “A Video Stabilization System with Background Motion Estimation and Smoothing for Digital Camera,” Proc. of DAC/ISSCC Student Design Contest Winner, 2011.

[166] Y.-J. Sha, S.-Y. Li and T.-H. Tsai, “VLSI Architecture of MDCT-Based Psychoacoustic Model for MPEG 2/4 AAC Encoder,” Proc. of 3rd International Conference on Signal Acquisition and Processing (ICSAP),2011.

[167] T.-H. Tsai, Wei-Chun Hsu, Yuan-Chen Liu, and Wan-Chun Lee, “Search Pattern Based on Multi-Direction Motion Vector Prediction Algorithm in H.264 and Learning Website,” Proc. of International Conference on Electric and Electronics (EEIC), 2011.

[168] H.-Y. Lin, Z.-H. Li and T.-H. Tsai, “A Computation Efficient Size and SNR ScalableImage-Video Compression Codec for MultipleSource Digital Home Setup Box,” Proc. of The 22th VLSI Design/CAD Symposium (VLSI), 2011.

[169] C.-S. Fan, H.-Y. Lin, Z.-H. Li and T.-H. Tsai, “A Fast and Effective Algorithm for Significance Coding using Zero Block Coding Technology,” Proc. of The 2th International Conference on Innovations in Bio-inspired Computing and Applications (IBICA), 2011.

[170] T.-H. Tsai, H.-Y. Lin, “A Low Complexity Scalable Video Compressor for Multiple Source Digit Home Set-top box,” Proc. of The 2th International Conference on Innovations in Bio-inspired Computing and Applications (IBICA), 2011. ( Best paper award)

[171] C.-S. Fan, T.-H. Tsai, and C.-C. Huang, “Interactive Depth Generation Method for 2D-TO-3D Video Concersion,” Proc. of The 25th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 2012.

[172] C.-H. Chang, T.-H. Tsai and C.-C. Huang, “Intelligent Bird’s-eye View Surveillance System for Dual-core Platform,” Proc. of The 25th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 2012.

[173] T.-H. Tsai, C.-S. Fan and C.-C. Huang, “Semi-automatic Depth Map Extraction Method for Stereo Video Conversion,” Proc. of The 6th International Conference on Genetic and Evolutionary Computing (ICGEC), 2012.

[174] C. L. Fang, T.-H. Tsai and C.-H. Chang “Video Stabilization with Local Rotational Motion Model,” Proc. of IEEE Asia Pacific Conference on Circuits and Systems, 2012.

[175] Z.-H. Li, H.-Y. Lin and T.-H. Tsai, “Hardware Design of The Scalable Video Encoder For The Multi-Source Digital Home Environment,” Proc. of IEEE International Symposium on Intelligent Signal Processing and Communication Systems, Nov, 2012.

[176] Tsung-Han Tsai, An Ting Shi, “Advanced direct mode for multiview video coding,” IT multimedia and communication ,2013

[177] Tsung-Han Tsai, De-Ming Chen, “SOC Platform Based Design for a Multistandard,”. VLSI Design/CAD Symposium,2013

[178] Tsung-Han Tsai, C.-H. Chang, and T.-M. Chen, “Platform-based Design For an Intellegent Surveillance System”, 26th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), Aug. 2013

[179] Tsung-Han Tsai, De-Ming Chen and Pei-Yun Liu, “Low Complexity Filterbank Method for the State-of-the-art Audio Coding Schemes”, Cross-Strait Information Technology Conference(CSIT), December 2013

[180] T. H. Tsai, C. C. Huang and C. S. Fan, "A high performance foreground detection algorithm for night scenes," Signal Processing Systems (SiPS), 2013 IEEE Workshop on

[181] T.-H. Tsai, P.-Y. Liu, “A Speech Enhancement System using Binary Mask Approach and Spectral Subtraction Method”, International Symposium on Computer, Consumer and Control(IS3C) ,June,2014

[182] Tsung-Han Tsai, Chen-Shuo Fan, “Semi-automatic 2D to 3D Video Conversion based on Relative Velocity Estimation”, The 2nd IEEE International Conference on Mobile Cloud Computing, Services, and Engineering, April,2014

[183] Tsung-Han Tsai, Chih-Hao Chang, “A Modified Silhouette Tracking in Video Surveillance System”, The 27th IPPR Conference on Computer Vision, Graphics, and Image Processing(CVGIP), 2014.

[184] Tsung-Han Tsai, Chih-Hao Chang, “A High Performance Object Tracking Technique with an Adaptive Search Method in Surveillance System”, The 10th IEEE International Workshop on Multimedia Information Processing and Retrieval(MIPR), 2014.

[185] T.-H. Tsai, C.-H Chang, “Design for an Intelligent Surveillance System based on System-on-a-Programmable-Chip Platform”, Circuits and Systems (ISCAS), 2015 IEEE International Symposium on , vol., no., pp.2049,2052, 24-27 May 2015.

[186] T.-H. Tsai, C.-C Huang, K.-L Zhang “Embedded Virtual Mouse System by Using Hand Gesture Recognition”, IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW), Jun. 2015.

[187] T.-H. Tsai, C.-S Fan, T.-W Huang “Dynamic scene depth map generation method for 2D to 3D video conversion”, IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW), Jun. 2015.

[188] T.-H. Tsai, S.-W. Chen, “Architecture Design for Intelligent Surveillance System”, The 26th VLSI Design/CAD Symposium, Aug. 2015.

[189] T.-H. Tsai, D.-M. Chen, “A Platform-based Hardware/Software Co-design for HE-AAC Audio Decoder”, The fourth International Conference on Innovation Communication and Engineering (ICICE), Oct. 2015 (Firth Prize Paper Award)

[190] T.-H. Tsai, P.-Y. Liu and Y.-H. Chiou, “Design and Implementation of Blind Source Separation for Noise Reduction”, IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW), Jun. 2016. (Best Paper Award)

[191] T.-H. Tsai, C.-H. Chang, S.-W. Chen, “Vision based Indoor Positioning for Intelligent Buildings”, Conference on Intelligent Green Building and Smart Grid (IGBSG), Jun. 2016.

[192] C.-C Yang and T.-H. Tsai, “Low-Complexity Multi-object Tacking and its Applications in Intelligent Control System”, The IPPR Conference on Computer Vision, Graphics, and Image Processing(CVGIP), Aug. 2016.

[193] T.-H. Tsai and K. L. Zhang, “Implementation of Intelligent Home Appliances Based on IoT”, IEEE Asia Pacific Conference on Circuits & Systems (APCCAS), Oct. 2016.

[194] T. H. Tsai and Y. R. Tsai, "Design and implementation of a 3D hand gesture architecture system under complicated environment," 2017 International Symposium on VLSI Design, Automation and Test (VLSI-DAT), Hsinchu, Taiwan, Apr. 2017

[195] T.-H. Tsai, T.-Y. Lee, and P.-H. Chen, "The ROI of Rice Planthopper by Image Processing" 2017 IEEE International Conference on Applied System Innovation (ICASI), May 2017.

[196] H.-Y. Huang, P.-C. Hsieh, P.-Y. Liu, T.-H. Huang, C.-H. Luo, T.-H. Tsai, and J.-C. Chiou, "Wireless Intraocular Pressure Sensing System — Reader Chip", PIERS 2017, May 2017.

[197] T.-H. Tsai, C.-C. Yang and H.-Y. Huang, " A High Performance Tracking Method for Intelligent Surveillance System", 2017 International Symposium on Electronics and Smart Devices (ISESD), Oct. 2017.

[198] T.-H. Tsai, Y.-C. Ho and C.-E. Tsai, “Implementation of Real-time Connected Component Labeling using FPGA”, IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW), Jun. 2018.

[199] T.-H. Tsai, M. Hussain, and P.-Z. Hou, “VLSI Implementation of ECG Compression Algorithm using Golomb Rice Coding”, IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW), Jun. 2018. (Best Paper Award)

[200] T.-H. Tsai, P.-T. Chi and C.-W. Hsu, “Decreasing Parameters of Deep Neural Network Model for Fall Detection”, International Conference on Artificial Intelligence and Soft Computing (ICAISC), Jul. 2018.

[201] T.-H. Tsai and Y.-C. Ho, “Implementation of 3D Hand Gesture Recognition System using FPGA”, International SOC Design Conference (ISOCC), Nov. 2018.

[202] T.-H. Tsai and C.-H. Yao, “A Real-time Tracking Algorithm for Human Following Mobile Robot”, International SOC Design Conference (ISOCC), Nov. 2018.

[203] T.-H. Tsai and C.-H. Yao, “A Robust Tracking Algorithm for A Human-following Mobile Robot“ Proc. of The 31th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 2018.

[204] T.-H. Tsai and F. Tsai, "Efficient Lossless Compression Scheme for Multi-channel ECG Signal", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),April. 2019.

[205] T.-H. Tsai, Y. Ho and M. Sheu, "Implementation of FPGA-based Accelerator for Deep Neural Networks," 2019 IEEE 22nd International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS),April 2019.

[206] T.-H. Tsai, P. Chi and K. Cheng, "A Sketch Classifier Technique with Deep Learning Models Realized in an Embedded System," 2019 IEEE 22nd International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS), April 2019.

[207] T.-H. Tsai, Y. Lee and C. Yang,"Human Height Estimation with Vision-based Method", The 4th International Conference on Intelligent Green Building and Smart Grid (IGBSG), Yichang, China, Sep. 2019, pp.1-4.

[208] T.-H. Tsai, R. Wang and C. Hsu."Design of Fall Detection System using Computer Vision Technique". The 4th International Conference on Robotics and Machine Vision (ICRMV), Guangzhou, China, July. 2019.

[209] T.-H. Tsai and P.-C. Hao . Customized Wake-Up Word with Key Word Spotting using Convolutional Neural Network. The 16th International SoC Design Conference (ISOCC), Oct. 2019.

[210] T.-H. Tsai and Y. Lee and C. Yang,"Human Height Estimation with Vision-based Method", The 4th International Conference on Intelligent Green Building and Smart Grid (IGBSG), Yichang, China, Sep. 2019, pp.1-4 .

[211] T.-H. Tsai, P.-T Chi and C.-W Hsu “Fall Detection System Based on Deep Neural Network can be Executed on Embedded Systems,” Proc. of The 32th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 2019.

[212] T.-H. Tsai and Tran Dang Khoa “An Implementation of Customized Wake-Up-Word in Embedded System,” ICCSCT 2020 - International Conference on Cyber Security and Connected Technologies 2020.

[213] T.-H. Tsai and Y.-C Lee “Wafer Map Defect Classification with Depthwise Separable Convolutions,” The 38th IEEE Conference on International Conference on Consumer Electronics (ICCE), 2020.

[214] T.-H. Tsai, Vando Gusti Al Hakim, S.-H. Yang, W.-H. Lo, J.-H. Wang, T.-C. Hsu and G.-D. Chen “Interactive Robot as Classroom Learning Host to Enhance Audience Participation in Digital Learning” 20th International Conference on Advanced Learning Technologies (ICALT), 2020.

[215] T.-H. Tsai, W.-H. Lo, S.-H. Yang, Vando Gusti Al Hakim, J.-H. Wang, T.-C. Hsu and G.-D. Chen“The Implementation and Evaluation of a Robot as an Interactive Host in Digital Learning Theater Classroom” The 24th Global Chinese Conference on Computers in Education (GCCCE), 2020.

[216] T.-H. Tsai, N.-C. Tung, D.-B. Lin, “Low power FPGA Implementation of Multi-channel ECG Compression using Golomb Rice Coding”, The 31th VLSI Design/CAD Symposium, Aug. 2020.

[217] T.-H. Tsai, C.-W. Hsu and W.-C. Wan, “Live Demonstration: Vision-based Real-Time Fall Detection System on Embedded System”, IEEE International Symposium on Circuits and Systems (ISCAS), 2020.

[218] T.-H. Tsai and Y.-C. Ho, “A CNN Accelerator on FPGA using Binary Weight Networks”, IEEE ICCE-TW, 2020.

[219] T.-D. Khoa and T.-H. Tsai, “A Text-Independent Speaker Verification for SdSV Challenge 2020” , International Conference on Computing Communication and Automation (ICCCA).

[220] T.-H. Tsai ,P.-H. Wu, X.-H. Lin and P.-T. Chi, “Live Demonstration: Intelligent Voice Wake-up Human-following Robot”, IEEE International Symposium on Circuits and Systems (ISCAS), May 2021.

[221] T.-H. Tsai and S.-A. Huang, “Live Demonstration: Demonstration: Real-Time Multi-Hand Segmentation on Exhibition”, IEEE International Symposium on Circuits and Systems (ISCAS), May 2021.

[222] M. A. H. and T.-H. Tsai, “An Efficient and Fast Softmax Hardware Architecture (EFSHA) for Deep Neural Networks”, IEEE Artificial Intelligence Circuits and System (AICAS) Conference, Jun. 2021.

[223] T.-C. Cheng, Y.-J. Luo, W.-C. Wan and T.-H. Tsai, “Knee Lift Detection using Convolutional Neural Network Method with FPGA Hardware Design.” IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), June. 2021.

[224] C.-Y. Wang and T.-H. Tsai,“Defect Detection on Wafer Map Using Efficient Convolutional Neural Network.” IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), June. 2021.

[225] T.-D. Khoa andT.-H. Tsai, "DSP-LSTMP: A Deep Statistics Pooling Method Based On LSTM Architecture For Text-Independent Speaker Verification," IPPR Conference On Computer Vision, Graphics, And Image Processing (CVGIP), Aug. 2021

[226] J.-X. Lu and T.-H. Tsai, “Design of a Masked Face Recognition and Temperature Measurement System based on Deep Learning Method,” IPPR Conference on Computer Vision, Graphics, And Image Processing (CVGIP), Aug. 2021.

[227] M. A. H. and T.-H. Tsai, “An Area-Efficient Implementation of Softmax Activation Funtion for Deep Neural Networks,” VLSI Design/CAD Symposium, Aug. 2021.

[228] T.-H. Tsai, X.-H. Lin, “Reduced Model Size Deep Convolutional Neural Networks for Small-Footprint Keyword Spotting,” IEEE International Conference on Electronics Circuits and Systems (ICECS), Nov.2021.

[229] T.-H. Tsai and C. W. Hsu, " Secure Surveillance System based on Wireless Sensor Network for Home-Care Applications,” 2022 IEEE 4th Global Conference on Life Sciences and Technologies (LifeTech).

[230] T.-H. Tsai, Y. -J. Luo and W. -C. Wan, "A Skeleton-based Dynamic Hand Gesture Recognition for Home Appliance Control System," 2022 IEEE International Symposium on Circuits and Systems (ISCAS), 2022, pp. 3265-3268, doi: 10.1109/ISCAS48785.2022.9937780.

[231] M. A. Hussain, S. -W. Lin and T.-H. Tsai, "An Area-Efficient and High Throughput Hardware Implementation of Exponent Function," 2022 IEEE International Symposium on Circuits and Systems (ISCAS), 2022, pp. 3369-3372, doi: 10.1109/ISCAS48785.2022.9937238.

[232] T.-H. Tsai, Y. -J. Luo and W. -C. Wan, "Live Demonstration: Home Appliance Control System with Dynamic Hand Gesture Recognition base on 3D Hand Skeletons," 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2022, pp. 503-503, doi: 10.1109/AICAS54282.2022.9870006.

[233] T.-H. Tsai, M. A. Hussain and C. -L. Lee, "An Edge-Optimized Incremental Learning Algorithm For Audio Classification," 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2022, pp. 504-504, doi: 10.1109/AICAS54282.2022.9869939.

[234] T.-H. Tsai and X. H. Lin, "Low Parameter and FLOPs1 Speech Densely Connected Convolutional Networks for Keyword Spotting," IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), July. 2022.

[235] T.-H. Tsai, P. -C. Hao and F. -L. Tsai, "Customized Speaker Verification System with Noise-Cancellation using Blind Source Separation," IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), July. 2022.

[236] T.-H. Tsai and W. -C. Wan, "Video-Based Online Interactive System Using CNN Segmentation Method," 2023 11th International Conference on Information and Education Technology (ICIET), Fujisawa, Japan, 2023, pp. 480-484, doi: 10.1109/ICIET56899.2023.10111469.

[237] T.-H. Tsai and W. -C. Wan, "NL-DSE: Non-Local Neural Network with Decoder-Squeeze-and-Excitation for Monocular Depth Estimation," ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 2023, pp. 1-4, doi: 10.1109/ICASSP49357.2023.10095633.

[238] T.-H. Tsai and Yuan-Chen Ho, " Contour Based Hand Segmentation Using Deep Convolutional Neural Networks," IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), 2023

[239] Tsung-Han Tsai and Jiang Jia Yang, " 3D Hand Mesh Reconstruction from Monocular Image by using Intermediate Representations," IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), 2023

Patents:

[1] L.-G. Chen,T.-H. Tsai, R.-J. Wu, “在一電腦系統中的一字碼解群組的方法,” ROC patent, #107015, 2000.12.26 ~ 2019.7.16

[2] L.-G. Chen,T.-H. Tsai, “於MPEG-II音頻訊號解碼中合成次頻帶濾波器的方法,” ROC patent, #110857, 2000.1.1 ~ 2018.7.31

[3] L.-G. Chen,T.-H. Tsai, “適用於MPEG-II音頻訊號解碼之逆量化與多聲道處理之硬體架構及組成,” ROC patent, #6166663, 2000.12.26 ~ 2019.7.16

[4] L.-G. Chen,T.-H. Tsai, “Novel Architecture for Inverse Quantization and Multichannel Procesing in MPEG-II Audio Decoding,” U.S.patent, 09/354797, 2000.12.26 ~ 2019.12.25

[5] L.-G. Chen,T.-H. Tsai, “Synthesis Subband Filter in MPEG-II Audio Decoding,” U.S.patent, 09/128015, 2001.3.6 ~ 2020.3.5

[6] L.-G. Chen,T.-H. Tsai, R.-J. Wu “Method of Degrouping a Codeword in MPEG-II Audio Decoding by Iteration Addition and Subtraction,” U.S.patent, 09/296878, 2002.4.9 ~ 2021.4.8

[7] T.-H. Tsai, C.-Y. Lu, “用於影像壓縮系統中之浮水印的嵌入與萃取的方法及其嵌入的硬體架構,” ROC patent, #00545061, 2003.8.1

[8] T.-H. Tsai, Y.-C. Yang, “用以MPEG-Layer3音頻訊號解碼器中之逆修正餘弦轉換及重疊相加之方法及硬體架構,” ROC patent, #00545061, 2003.12.1

[9] T.-H. Tsai, C.-C. Yen, “適用於MP3與MPEG AAC音訊編解碼之高品質量化/反量化演算法,” ROC patent, 573293, 2004.1.21

[10]T.-H. Tsai, C.-C. Yen, “Nonlinear Operation Method Suitable for Audio Encoding/Decoding and Hardware Applying the Same,” U.S.patent, 09352-US-PA, 2002.4.9 ~ 2021.4.8

[11]T.-H. Tsai, K.-L.Lin, “用於EBCOT中減少處理程序(Pass)之方法及EBCOT處理裝置,” ROC patent, I231102, 2005.4.11 ~

[12] T.-H. Tsai, C.-Y. Lu, “Watermark Embedding and Extracting Method and Embedding Hardware Structure used In Image Compression System,” U.S.patent, 10/104281, 2002.3.20 ~

[13] T.-H. Tsai, Y.-C. Yang, “INVERSE-MODIFIED DISCRETE COSINE TRANSFORM AND OVERLAP-ADD METHOD AND,” U.S.patent, 10/078021, 2002.2.15 ~

[14]T.-H. Tsai GUEI-LAN LIN "用於EBCOT中減少處理程序(Pass)之方法及EBCOT處理裝置" ROC patent 2005.4.11~2024.7.14

[15]T.-H. Tsai CHUNG-YI LU "(WATERMARK EMBEDDING AND EXTRACTING METHOD AND EMBEDDING HARDWARE STRUCTURE USED IN IMAGE COMPRESSION SYSTEM)"U.S.patent 2005/09/22~2025/09/22

[16]T.-H. Tsai YU-NAN PAN"Method for Motion Search between Video Pictures with Multiple Blocks" ROC patent 2009.6.21~2026.5.1

[17]T.-H. Tsai SHIUE-LIANG LIN "利用邊緣偵測處理解交錯核心之方法" ROC patent 2010.10.21~2026.5.4

[18]T.-H. Tsai SHIUE-LIANG LIN "Method for Interpolations after Edge Detections in De-Interlacing Process" US patent 2006.6.16~2026.6.16

[19]T.-H. Tsai CHUNG-YUAN LIN "基於邊緣資訊之低複雜度視訊切割法" ROC patent 2010.5.1~2026.12.20

[20]T.-H. Tsai JIUN-NAN LIOU SHING-JUANG LIOU "適用於多種音訊標準之可規劃共用的頻帶轉換處理單元及其處理方法" US patent 2011.3.29~2027.11.5

[21]T.-H. Tsai JIUN-NAN LIOU SHING-JUANG LIOU "適用於多種音訊標準之可規劃共用的頻帶轉換處理單元及其處理方法" ROC patent 2011/8/1~2027/9/3

[22]T.-H. Tsai YU-NAN PAN "Method for Motion Search between Video Pictures with Multiple Blocks" US patent 2006/12/4~2030/11/2

[23]T.-H. Tsai YU-SHIUAN LI YOU-YU LI "Apparatus for Image Processing With Encoding Selection" US patent 2009/12/03~2029/12/03

[24]T.-H. Tsai YU-SHIUAN LI YOU-YU LI "Method for Image Processing With Encoding Selection" US patent 2009/12/04~2031/06/07

[25]T.-H. Tsai JR-LUEN FANG "Caption Removal Method For Digital Video Editing System" US patent 2010/1/15~2030/1/15

[26]T.-H. Tsai YU-SHIUAN LI YI-CHENG CHEN "Electrical-Device-Implemented Image Coding Method" US patent 2010/10/05~2030/10/05

[27]T.-H. Tsai JR-LUEN FANG "Video Stabilization System and Method" US patent 2012/3/27~2032/3/27

[28]T.-H. Tsai HUNG-GUANG CHEN SHIUE-LIANG LIN CHEN-YUNG SHIAU "IMAGE PROCESSING METHOD" US patent 2011/06/28~2032/01/02

[29]T.-H. Tsai SHIUE-LIANG LIN "A high visual quality particle based frame rate up conversion algorithm" US patent 2012/10/09~2032/10/08

[30]T.-H. Tsai DE-YUAN SHEN YU-NAN PAN "Multi-view Video Coding/Decoding Method" ROC patent 2013/2/1~2029/6/10

[31]T.-H. Tsai JR-LUEN FANG "Caption Removal Method For Digital Video Editing System" ROC patent 2013/2/21~2029/3/9

[32]T.-H. Tsai YU-SHIUAN LI OU-YU LI "Method for Image Processing With Encoding Selection" ROC patent 2013/2/21~2029/3/9

[33]T.-H. Tsai YU-SHIUAN LI YI-CHENG CHEN "ELECTRICAL-DEVICE-IMPLEMENTED IMAGE CODING METHOD" ROC patent 2013/5/1~2030/5/9

[34]T.-H. Tsai HUANG-CHUEN LIN YU-SHIUAN LI "FAST INTEGER DCT METHOD ON MULTI-CORE PROCESSOR" ROC patent 2013/7/21~2029/12/23

[35]T.-H. Tsai CHEN-YUNG SHIAU "IMAGE PROCESSING METHOD" ROC patent 2013/9/21~2030/8/12

[36]T.-H. Tsai ZHI,LUN-FANG "VIDEO STABILIZATION SYSTEM AND METHOD THEREOF" ROC patent 2014/10/11~2031/10/23

[37]T.-H. Tsai CYU,JIE-SHA "AUDIO SIGNAL PROCESSING METHOD AND APPARATUS" ROC patent 2015/2/11~2031/8/25

[38]T.-H. Tsai XUE,YI-LIN "METHOD FOR PROCESSING IMAGE" ROC patent 2015/5/21~2032/4/17

[39]T.-H. Tsai PEI,YUN-LIU, YU,GE-QIU"AUDIO SIGNAL PROCESSING SYSTEMM" ROC patent 2017/3/1~2035/4/14

[40]T.-H. Tsai PEI,YUN-LIU, YU,GE-QIU"AUDIO SIGNAL PROCESSING SYSTEM" U.S. patent 2015/6/10~2035/5/31

[41]T.-H. Tsai JING,CIN-YANG, RUEI,JHIH-WANG "物件追蹤系統及方法" ROC patent 2019/8/11~2038/5/30

[42]T.-H. Tsai WEI,TING-GUO "無損心電訊號壓縮系統 Effective ECG Lossless Compression System" ROC patent 2019/6/21~2038/8/9

[43]T.-H. Tsai WEI,TING-GUO"無損心電訊號壓縮系統 Effective ECG Lossless Compression System " U.S. patent 2021/3/16~2039/9/6

[44]T.-H. Tsai YUAN,JHEN-HE "產生手勢辦識模型之計算裝置與方法及手勢辨識裝置 " ROC patent 2022/4/11~2040/6/11

[45]T.-H. Tsai HAI,SHAN-OU(Awais)"深度學習網路裝置、其使用的記憶體存取方法與非揮發性儲存媒介" ROC patent 2022/7/1~2025/6/30