Publication

Full Paper：

[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：

[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：