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林昌鴻

個人網站
電子工程系(所)
 
學經歷:
  學歷:
美國普林斯頓大學電機博士

經歷:
2019.02~ 迄今 國立台灣科技大學電子工程系 教授
2013.02~ 2019.01 國立台灣科技大學電子工程系 副教授
2008.08~ 2013.01 國立台灣科技大學電子工程系 助理教授
 
專業技術
  即時影像處理及動作分析、分散式智慧型攝影系統、嵌入式系統設計、低功率VLSI設計及熱能分析、機器學習
   
研究成果與計畫
 

教授課程

微算機原理及應用、高等計算機結構、嵌入式系統、計算機程式設計、智慧型車輛、多核心晶片設計實務、數位邏輯等

榮譽獎項

2012  國立台灣科技大學101年度教學傑出獎

2001 美國普林斯頓大學獎學金

期刊論文

  • P.-C. Wu, C.H. Lin, "A Green and Practical Color Photograph Printing Technology based on Color Difference Model and Human Perception", IEEE Access, Vol. 10, pp. 649-666, Jan. 2022
  • Y.-B. Chang, C. Tsai, C.H. Lin, P. Chen, “Real-Time Semantic Segmentation with Dual Encoder and Self-Attention Mechanism for Autonomous Driving”, MDPI Sensors, Vol. 21, No. 23, 8072, 2021
  • C.-Y. Hsu, L.-E. Lin, C.H. Lin, "Age and Gender Recognition with Random Occluded Data Augmentation on Facial Images", Multimedia Tools and Applications, Vol. 80, No. 8, pp. 11631-11653, Apr. 2021.
  • L.E. Lin, C.H. Lin, "Data Augmentation with Occluded Facial Features for Age and Gender Estimation”, IET Biometrics, Vol. 10, pp. 640-653, Apr. 2021, DOI: 10.1049/bme2.12030
  • Q. M. ul Haq, C.H. Lin, S.-J. Ruan, D. Gregor, “An Edge-Aware Based Adaptive Multi-feature Set Extraction for Stereo Matching of Binocular Images”, accepted by Journal of Ambient Intelligence and Humanized Computing, Feb. 2021, doi: 10.1007/s12652-021-02958-8
  • M.-Q. Nguyen, C.H. Lin, P. Chen, "Design and Implementation of a 256-bit RISC-V-based Dynamically Scheduled Very-Long Instruction Word using FPGA", IEEE Access, Vol. 8, pp. 172996-173007, 2020.
  • Y.-L. Wei, C.H. Lin, “Efficient Weighted Histogram Features for Single-Shot Person Re-identification,” Journal of Signal Processing System, Vol. 90, No. 4, pp. 477-491, Apr. 2018
  • J.-H. Luo, C.H. Lin, “Pure FPGA Implementation of An HOG Based Real-Time Pedestrian Detection System,” MDPI Sensors, 2018, 18, 1174, Apr. 2018
  • B.-Y. Sung, C.H. Lin, “A Fast 3D Scene Reconstructing method using continuous video,” EURASIP Journal on Image and Video Processing, Vol. 2017, No.18, Dec. 2017.
  • M.-Q. Do, C.-H. Hung, C.H. Lin, “Robot navigation control using vision based steering wheel,” Multimedia Tools and Applications, Vol. 76, No.22, pp. 24569-24588, Nov. 2017.
  • C.-H. Wu, W.-L. Chen, C.H. Lin, “Depth-based hand gesture recognition,” Multimedia Tools and Applications, Vol. 75, No.12, pp.7065-7086, June 2016.
  • W.J. Wang, C.H. Lin, “Code Compression for Embedded Systems Using Separated Dictionaries,” IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Vol. 24, No. 1, pp. 266-275, Jan. 2016
  • P.-C. Wu, C.H. Lin, "A Uniformity-Approximated Histogram Equalization Algorithm for Image Enhancement," IEICE Transactions on Information and Systems, Vol.E98-D, No. 3, pp. 726-727, March 2015 (SCI/EI).
  • W.-K. Hu, C.H. Wu, C.H. Lin, ” Economic approximate-K color printing algorithm,” Multimedia Tools and Applications, Vol. 72, No. 1, pp. 151-166, Sep. 2014
  • P.-C. Wu, C.-Y. Chang, C.H. Lin,” Lane-Mark Extraction for Automobiles under Complex Conditions,” Pattern Recognition, Vol. 47, No. 8, pp. 2756-2767, Aug. 2014
  • M. Fallahpour, M.-B. Lin, C.H. Lin, “Parallel Photon-Mapping Rendering on a Mesh-NoC-Based MPSoC Platform,” Journal of Parallel and Distributed Computing, Vol. 74, No. 7, pp. 2626-2638, Jul. 2014.
  • Y.-T. Peng, F.-C. Cheng, S.-J. Ruan, C.H. Lin, “Hash-based Linked-list Histogram Construction,” IEICE Transactions on Information and Systems, Vol.E96-D, No. 5, pp. 1204-1205, May 2013
  • F.-C. Cheng, C.H. Lin, J.-L. Lin, “Constant time O(1) image fog removal using lowest level channel”, IET Electronics Letters, Vol. 48, No. 22, pp. 1404-1406, Oct. 2012. (SCI/EI)
  • Y.C. Wei, C.H. Lin, “A robust video text detection approach using SVM”, Expert Systems with Applications, Vol. 39, No. 12, pp. 10832–10840, Sep. 2012. (SCI/EI)
  • F.-C. Cheng, S.-J. Ruan and C.-H. Lin, "Color Contrast Enhancement Using Automatic Weighting Mean-Separated Histogram Equalization with Spherical Color Model," International Journal of Innovative Computing, Information and Control, Vol.7, No.8, August 2011. (SCI)
  • C.-W. Lin, C. H. Lin, W.-J. Wang, “A Power-aware Code-compression Design for RISC/VLIW Architecture”, Journal of Zhejiang University-SCIENCE C (Computers & Electronics), Vol.12, No. 8, pp. 629-637, Aug. 2011 (SCI)
  • J. C. Chen, C. H. Lin, “Improved Dictionary-based Code-compression Schemes with XOR Reference for RISC/VLIW Architecture”, to appear in IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol.E93-A, No.12, pp.2517-2523, Dec. 2010. (SCI/EI) (97-2218-E-011-016-)
  • C.H. Lin, M. Wolf, X. Koutsoukos, S. Neema, J. Sztipanovits, “System and Software Architectures of Distributed Smart Cameras”, ACM Transactions on Embedded Computing Systems, Vol.9, Issue 4, March 2010. (SCI/EI).
  • C. H. Lin, Y. Xie, W. Wolf, “Code Compression for VLIW Embedded Systems Using a Self-Generating Table”, IEEE Transactions on VLSI. Vol.15, Issue 10, October 2007 (SCI/EI)
  • F.-C. Cheng, S.-J. Ruan and C.-H. Lin, "Color Contrast Enhancement Using Automatic Weighting Mean-Separated Histogram Equalization with Spherical Color Model," International Journal of Innovative Computing, Information and Control, Vol.7, No.8, August 2011. (SCI)
  • C. H. Lin, Y. Xie, W. Wolf, “Code Compression for VLIW Embedded Systems Using a Self-Generating Table”, IEEE Transactions on VLSI. Vol.15, Issue 10, October 2007 (SCI/EI)
  • C. H. Lin, M. Wolf, X. Koutsoukos, S. Neema, J. Sztipanovits, “System and Software Architectures of Distributed Smart Cameras”, ACM Transactions on Embedded Computing Systems, Vol.9, Issue 4, March 2010. (SCI/EI).
  • J. C. Chen, C. H. Lin, “Improved Dictionary-based Code-compression Schemes with XOR Reference for RISC/VLIW Architecture”, to appear in IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol.E93-A, No.12, pp.-, Dec. 2010. (SCI/EI) (97-2218-E-011-016-)

會議論文

  • H.-H. Chaung, D.-W. Chen, C.H. Lin, “ Multi-language Text Detection and Recognition Based on Deep Learning,” IEEE International Conference on Consumer Electronics – Taiwan, Sep. 15-17, 2021, Penghu, Taiwan
  • S.-Y. Chuang, C.-M. Chang, T.-N. Lin, P.-Y. Wu, C.-H. Lin, H.C. Wei, “Satellite Image Dehazing using Enhanced BicycleGAN,” International Conference on Astronautics and Space Exploration (iCASE), Nov. 14, 2020, Hsinchu, Taiwan
  • D.-H. Jian, C.H. Lin, “Vision-Based Parking Slot Detection Based on End-to-End Semantic Segmentation Training,” IEEE International Conference on Consumer Electronics, Jan. 4-6, 2020, Las Vegas, U.S.A.
  • S.-Y. Chuang, T.-N. Lin, P.-Y. Wu, C.-C. Wang, C.-H. Lin, “Satellite Image Dehaze using Deep Learning Methods,” International Conference on Astronautics and Space Exploration (iCASE), Nov. 12-14, 2019, Hsinchu, Taiwan
  • C.-W. Chen, S.-J. Ruan, C.H. Lin, C.-C. Hung, “Performance Evaluation of Edge Computing-Based Deep Learning Object Detection,” International Conference on Network, Communication and Computing (ICNCC 2018), Dec. 14-16, 2018, Taipei, Taiwan
  • K.-C. Hung, C.H. Lin, “Iterative Superpixel Segmentation Based on Color Difference,” IEEE Global Conference on Consumer Electronics, Oct. 9-12, 2018, Nara, Japan
  • P.-C. Wu, C.H. Lin, “A Green Printing Method Based on Human Perceptual and Color Difference Model,” IEEE Computing Conference, Jul. 10-12, 2018, London, U.K.
  • M.-C. Hsu, Y.-S. Lo, C.H. Lin, “Retinex Image Enhancement Based on Exposure Fusion,” IEEE International Conference on Green Building and Smart Grids, Apr. 22-25, 2018, Yilan, Taiwan
  • J.-S. Tsai, C.H. Lin, “Gaze Direction Estimation Using Only A Depth Camera,” IEEE International Conference on Green Building and Smart Grids, Apr. 22-25, 2018, Yilan, Taiwan
  • C.-H. Chang, C.H. Lin, “Age Estimation Based on ECG and Combined Features from Randomized Facial Blocks,” IEEE Global Conference on Consumer Electronics, Oct. 24-27, 2017, Nagoya, Japan
  • C.-C. Huang, L.-Y. Tai, C.H. Lin, “An Iterative Superpixel Algorithm based on Color Variances and Cross Seams,” IEEE International Conference on Consumer Electronics – Taiwan, June 12-14, 2017, Taipei, Taiwan
  • J.-R. Lee, S.-J. Ruan, C.H. Lin, “VoiceCode: A 2D Barcode System for Digital Audio Encoding,” IEEE Global Conference on Consumer Electronics, Oct. 11-14, 2016, Kyoto, Japan
  • D. Herjuno, C.H. Lin, “Intuitive Hand Gesture Design for Indoor Unmanned Aerial Vehicle Control, “International Conference on Electrical Engineering and Computer Science, Taipei, Oct. 28-29, 2016
  • P.-Y. Huang, Y.-J. Lin, C.H. Lin, “Fast Image Completion Algorithm Based on Local Similarity,” International Engineering Forum, Feb. 20-22, 2016, Taipei, Taiwan
  • K.-L. Chang, C.H. Lin, “Hand Gesture Control for Interactive Interface,” International Engineering Forum, Feb. 20-22, 2016, Taipei, Taiwan
  • D. Arioputra, C.H. Lin, “ Mobile Augmented Reality As A Chinese Menu Translator,” IEEE International Conference on Consumer Electronics – Taiwan, June 6-8, 2015, Taipei, Taiwan
  • W.-L. Chen, C.-H. Wu, C.H. Lin, “ Depth-based Hand Gesture Recognition Using Hand Movements And Defects,” ISNE, Best Student Papers Award, May 2015
  • M.-Q. Do, C.H. Lin, “Embedded Human-Following Mobile-Robot with an RGB-D camera,” IAPR International Conference on Machine Vision Applications, May 18-22, 2015, Tokyo, Japan
  • I-A. Chen, S.-C. Wu, K.-L. Chang, C.H. Lin, "Real-Time Scene Structure Reconstruction," IGBSG, Apr. 2014
  • Y.-L. Wei, C.H. Lin, "Single-Shot Person Re-Identification by Gaussian Mixture Model of Weighted Color Histograms," ISPACS, Nov. 2013
  • C.-H. Wu, C.H. Lin, "Depth-based hand gesture recognition for home appliance control," 2013 IEEE International Symposium on Consumer Electronics, June 2013
  • W.-C. Hu, C.H. Lin, "Field of View Alignment with Multiple RGB-D Cameras," 2013 IEEE International Symposium on Consumer Electronics, June 2013
  • C.-Y. Chang,C.H. Lin, "An Efficient Method for Lane-Mark Extraction in Complex Conditions", in Proc. 2012 IEEE International Conference on Ubiquitous Intelligence and Computing, Sep. 2012
  • M. Fallahpour, C.H. Lin, M.-B. Lin, C.-Y. Chang, “Parallel One- and Two-Dimensional FFTs on GPGPUs”, in Proc. 2012 IEEE International Conference on Anti-counterfeiting, Security, and Identification, Aug. 2012
  • B.-R. Huang,C.H. Lin, C.-H. Lee,"Mobile Augmented Reality Based on Cloud Computing", in Proc. 2012 IEEE International Conference on Anti-counterfeiting, Security, and Identification, Aug. 2012
  • T.L. Bien, C. H. Lin, "Detection and Recognition of Indoor Smoking Events", ICDIP, April 2012.
  • I-A. Chen, C.-H. Cheng, H.-Y. Jheng, C.-K. Liu, F.-C. Cheng, S.-J. Ruan, C.-H. Lin, “An Error-Correction Scheme with Reed-Solomon Codec for CAN Bus Transmission”, in Proc. 2011 IEEE Intelligent Signal Processing and Communication Systems, December 2011 (ITRI B5-10018-26-4, 99-2218-E-011-001-)
  • W.J. Wang, C.H. Lin, “An Improved BitMask Based Code Compression Algorithm for Embedded Systems”, in Proc. 2011 International Symposium on Electronic System Design, December 2011 (99-2218-e-011-001-)
  • Y.-H. Chen, H.-Y. Jheng, S.-J. Ruan, C.H. Lin, Z. Qi, T.J. Moir, “Scalable Matrices toward a Real-Time Adaptive Wiener Filter for Non-Stationary Noise Cancellation in a Car Environment”, in Proc. 2011 IEEE International Conference on Signal Processing Systems, August 2011.
  • W.-K. Hu, C. H. Lin, M.-C. Shie, ”An Economic Color Printing Algorithm Using Approximate-K”, in Proc. 2011 International Symposium on Consumer Electronics, June 2011 (98-2221-E-011-103-)
  • W.-K. Hu, C. H. Lin, M.-C. Shie, ”An Economic Color Printing Alogrithm Using Approximate-K”, in Proc. 2011 International Symposium on Consumer Electronics, June 2011 (98-2221-E-011-103-)
  • C. H. Lin, Y. Xie, W. Wolf, “LZW-Based Code Compression for VLIW Embedded Systems”, DATE, February 2004
  • C. H. Lin, T. Lv, I. B. Ozer, W. Wolf, “A Peer-to-Peer Architecture for Distributed Real-Time Gesture Recognition”, ICME, June 2004.
  • C. H. Lin, W. Wolf, “A Case Study in Clock Synchronization for Distributed Camera Systems”, Proceedings of SPIE, Vol. 5683, January 2005.
  • W. Wolf, C. H. Lin, “Operating system concepts in embedded computing”, ASEE Conf. & Expo, June 2005
  • M. Kushwaha, I. Amundson, C. H. Lin, X. Koutsoukos, S. Neema, J. Sztipanovits, W. Wolf, “An Object-Centric Programming Framework for Ambient-Aware, Service-Oriented Sensor Networks”, IPSN, April 2006
  • C. H. Lin, W. Wolf, A. Dixon, X. Koutsoukos, J. Sztipanovits, “Design and Implementation of Ubiquitous Smart Cameras”, SUTC 2006, June 2006
  • S. Velipasalar, C. H. Lin, J. Schlessman, W. Wolf, “Design and Verification of Communication Protocols for Peer-to-Peer Multimedia Systems”, ICME 2006, July 2006. Best paper award
  • W. Wolf, S. Velipasalar, J. Schlessman, C.-Y. Chen, C. H. Lin, “Real-Time Distributed Tracking”, ICASSP 2007, April 2007
  • J.-H. Hu, C.-H. Wu, C.H. Lin, “A Middleware Design for Multiple Embedded Database Systems”, in Proc. 2010 International Symposium on Consumer Electronics, June 2010 (98-2218-E-011-016-)
  • C.W. Lin, C.H. Lin, “A Power-saving Code-compression Design for the VLIW Embedded Systems”, in Proc. 2010 World Congress in Computer Science, Computer Engineering, and Applied Computing, July 2010 (97-2218-E-011-016-)

 

 研究計畫

  • 智慧型民生能源管理系統研究與開發(2/3)  99.10 ~100.09 國科會
  • 低功率分散式智慧型攝影系統設計 99.08 ~ 100.07 國科會
  • 多核心系統研究開發環境建置計畫 (IBM Cell & Pac Duo)  99.02 ~ 99.08 國科會
  • 智慧型民生能源管理系統研究與開發(1/3)  98.10 ~ 99.09 國科會
  • 低功率分散式智慧型攝影系統設計 – 人物動作分析 98.08 ~ 99.07 國科會
  • 利用程式碼壓縮之低功率嵌入式系統設計 97.11 ~ 98.10 國科會
  • 植基於雲端運算之行動擴增實境系統 100.05~101.04 網路通訊國家型計畫辦公室
  • 車用積體電路的匯流排編碼研究 100.01~100.12 工研院

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