Faculty

Chang Hong Lin Associate Professor
photo
Position
Associate Professor
Education
Ph.D. degree in Electrical Engineering, Princeton University, U.S.A. 
E-mail
chlin@mail.ntust.edu.tw
Room
IB 701-1
Office hour
by appointment
Telephone
886-2-2737-6397
FAX
886-2-2737-6424
Homepage
Laboratory
Microsystems Lab., Multimedia and Embedded Researc
Major Field
Real-time human action analysis, power and thermal-aware VLSI design, distributed smart cameras, service-oriented architecture, next generation computer architecture
Course
Digital System Design, Advanced computer architecture, Embedded system design, Programming Language, Intelligent Automobiles, Mult-core Processor Design, Logic Design, etc.

Record
2013.02
~
迄今 Associate Professor of NTUST
2008.08
~
2013.01 Assistant professor of NTUST
Research
Honor & Awards
2012
國立台灣科技大學101年度教學傑出獎
2001
Fellowship from Princeton University

Research

Research Achievement
Journal
[1] 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
[2] 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
[3] 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.
[4] 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.
[5] 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
[6] 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.
[7] 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).
[8] 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
[9] 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
[10] 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.
[11] 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
[12] 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)
[13] 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)
[14] 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)
[15] 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)
[16] 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-)
[17] 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).
[18] 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)
Conference
[1] 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
[2] 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
[3] 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.
[4] 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
[5] 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
[6] 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
[7] 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
[8] 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
[9] K.-L. Chang, C.H. Lin, “Hand Gesture Control for Interactive Interface,” International Engineering Forum, Feb. 20-22, 2016, Taipei, Taiwan
[10] 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
[11] 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
[12] 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
[13] I-A. Chen, S.-C. Wu, K.-L. Chang, C.H. Lin, "Real-Time Scene Structure Reconstruction," IGBSG, Apr. 2014
[14] C.-H. Wu, C.H. Lin, "Depth-based hand gesture recognition for home appliance control," 2013 IEEE International Symposium on Consumer Electronics, June 2013
[15] W.-C. Hu, C.H. Lin, "Field of View Alignment with Multiple RGB-D Cameras," 2013 IEEE International Symposium on Consumer Electronics, June 2013
[16] Y.-L. Wei, C.H. Lin, "Single-Shot Person Re-Identification by Gaussian Mixture Model of Weighted Color Histograms," ISPACS, Nov. 2013
[17] T.L. Bien, C. H. Lin, "Detection and Recognition of Indoor Smoking Events", ICDIP, April 2012.
[18] 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
[19] 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
[20] 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
[21] 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-)
[22] 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-)
[23] 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-)
[24] 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.
[25] 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-)
[26] 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-)
[27] W. Wolf, S. Velipasalar, J. Schlessman, C.-Y. Chen, C. H. Lin, “Real-Time Distributed Tracking”, ICASSP 2007, April 2007
[28] 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
[29] C. H. Lin, W. Wolf, A. Dixon, X. Koutsoukos, J. Sztipanovits, “Design and Implementation of Ubiquitous Smart Cameras”, SUTC 2006, June 2006
[30] 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
[31] W. Wolf, C. H. Lin, “Operating system concepts in embedded computing”, ASEE Conf. & Expo, June 2005
[32] C. H. Lin, W. Wolf, “A Case Study in Clock Synchronization for Distributed Camera Systems”, Proceedings of SPIE, Vol. 5683, January 2005.
[33] C. H. Lin, T. Lv, I. B. Ozer, W. Wolf, “A Peer-to-Peer Architecture for Distributed Real-Time Gesture Recognition”, ICME, June 2004.
[34] C. H. Lin, Y. Xie, W. Wolf, “LZW-Based Code Compression for VLIW Embedded Systems”, DATE, February 2004
Patent
[1] INTERACTIVE OPERATION METHOD OF ELECTRONIC APPARATUS (B.R. Huang, C.H. Lin, and C.H. Lee)
Book
Other

Project
Title Total Amount Excution Duration Client
Design and Implementation of Low-Power Distributed Smart Cameras 599,000 99 - 100 國科會
智慧型民生能源管理系統研究與開發(2/3) 7,030,000 99 - 100 國科會
Low-Power Distributed Smart Cameras for Human Action Analysis 661,000 98 - 99 國科會
智慧型民生能源管理系統研究與開發(1/3) 7,006,000 98 - 99 國科會
IBM Cell & Pac Duo IBM Cell & Pac Duo平台各乙套 98 - 99 國科會
Low-power embedded system design using code compression 660,000 97 - 98 國科會
Superpixel algorithms based on grid-seams and network analysis 1,503,000 106 - 108 MOST
低成本色彩印刷方式與視覺效果評估 705,000 105 - 106 科技部
多輸入多輸出智慧型可重組態之電池管理系統 - 子計畫六:結合機器視覺之嵌入式系統開發和控制(2/2) 720,000 104 - 105 MOST
多輸入多輸出智慧型可重組態之電池管理系統 - 子計畫六:結合機器視覺之嵌入式系統開發和控制(1/2) 690,000 103 - 104 MOST
基於OpenNI之體感骨架身形辨識及功率分析 47,000 102 - 103 國科會
使用RGB-D攝影機之互動式人機介面系統設計 594,000 102 - 103 國科會
手形辨識模組化設計 500,000 102 - 102 ITRI
多攝影機的座標同步與補償模組化設計 500,000 101 - 101 ITRI
植基於雲端運算之行動擴增實境系統 hicloud CaaS VM 100 - 101 NCPO
An Image Contrast Enhancement Based on Fast Hexagonal and Bilateral Filter 47,000 100 - 101 國科會
智慧型民生能源管理系統研究與開發(3/3) 6,946,000 100 - 101 國科會
車用積體電路的匯流排編碼研究 700,000 100 - 100 工研院

Student
Ph.D
M.S
106
Pure FPGA Implementation of An HOG Based Real-Time Pedestrian Detection System
Jain-Hua LUO
106
Iterative Superpixel Segmentation Based on Color Difference
K.-J. Hong
106
Gaze Direction Estimation Using Only A Depth Camera
J.-S. Tsai
106
Re-Design the OpenJTAG Adaptor by Using FT601 Chip
鄭博文
106
A Study of Performance and Power Consumption on Multicore Embedded Systems
曹爾習
106
Image Enhancement Application Implemented on an All Programmable SoC Platform
邱子耀
106
利用接縫剪裁之物件移除演算法
黃珮瑜
105
A Real-Time Hand Tracking and Gesture Recognition System Based on Skin Color Region Locating
Kai-Lun Chang
105
Age Estimation Based on Hybrid Features from Randomized Facial Blocks
Chih-Han Chang
105
Retinex image enhancement algorithm based on exposure fusion
Ming-Chih Hsu
104
Fast Image Completion Algorithm based on Local Similarity
Y.-J. Lin
104
Droculus: A Real-time Stereo Video and Control System Using AR.Drone and Oculus Rift
Sasongko Wahyu Kumoro
104
An Iterative Superpixel Algorithm based on Color Variances and Cross Seams
黃敬棋
104
Gesture Recognition Based on LBP and WLD Fusion Features for Mobile Robot Control Systems
洪健涵
104
Edge-based Sparse to Dense Disparity Algorithm
Shih-Chun Wu
104
A Fast 3D Scene Reconstructing Method Using Continuous Video
Bo-Yi Sung
104
Intuitive Hand Gesture Design for Indoor Unmanned Aerial Vehicle Control
Dimas Herjuno
103
GPS Accuracy Improvement with Satellite In-view Visual Detection
吳國華
103
Design and Implementation of Multi-Channel WAVE-Format Audio Output in an Embedded System
張世昌
103
FPGA-based Implementation of Adaptive Background Modeling and Real-time Moving Object Detection System
許志光
103
Porting Android 4.2.2 Jelly Bean to an Embedded Multimedia Platform: Cubieboard2
陳冠羽
103
Implementation of Power Management on x86 Systems Based on Face Recognition
李宗翰
103
Human Following and Gesture Recognition for Mobile Robot using an RGB-D Camera
Minh Quoc Do
103
Depth-based Hand Gesture Recognition Using Hand Movements and Defects
Wei-Lun Chen
103
Mobile Augmented Reality as a Chinese Menu Translator
Dimas Arioputra
103
A Real-Time Superpixel Algorithm based on Two-Layered Grad Seams
J.-L. Lin
102
Network Clustering Using Structure Similarity with CUDA Architecture
Bo-Yi Wu
102
Image-based Dynamic Traffic Light Control on an Embedded System
Rodney Yeh
102
Single-Shot Person Re-identification by Gaussian Mixture Model of Weighted Color Histograms
Yu-Lun Wei
101
OFDM Application Using CUDA Parallel Processing
Austin Cheng
101
An Efficient Method for Lane-Mark Extraction in Complex Conditions
Chin-Yu Chang
101
A Virtual Interactive Manipulation System Based on Augmented Reality
Bai-Rui Huang
101
Pedestrian Detection Using Heuristic Statistics and Machine Learning
Chia-Chen Li
101
Real-Time Scene Structure Reconstruction
I-An Chen
101
Performance Evaluation of the EXTOLL Interface Using High-Performance Linpack
Kevin Chang
101
Analysis and Comparison in the Robustness of Digital Watermarking Algorithm
賴俊智
101
American Sign Language Recognition Using Principle Component Analysis and Dynamic Time Warping
Achmad Fiqhi Ibadillah
101
Mobile Book Cover Recognition Using Text and Feature Extraction
Ronny Haryanto
101
Field of View Alignment with Multiple RGB-D Cameras
Wei-Chung Hu
101
Depth-Based Hand Gesture Recognition for Home Appliance Control
Chih-Hung Wu
100
An Economic Color Printing Algorithm Using Approximate-K
Wei-Kai Hu
100
A Pyramidal Video Text Detection Method Based on SVM
Yi-Chen Wei
100
Detection and Recognition of Indoor Smoking Events
Tse-Lun Bien
100
Global Illumination Rendering on a Mesh-NoC-Based MPSoC (coadvised with Prof. Ming-Bo Lin)
Mehrdad Fallahpour
100
Code Compression for Embedded Systems Using Separated Dictionaries
Wei Jhih Wang
99
A Power-aware Code-compresion Scheme for RISC/VLIW Architecture
Che-Wei Lin
99
Improved Dictionary-based Code-compression Schemes with XOR Reference for RISC/VLIW Architecture
Rui-Chun Chen
Student's Project
105
智慧型攝影系統
簡德輝、賴優和、蔣勤
104
Design of a smart camera system
傅彥翔、楊嘉玟
103
智慧型攝影系統建構
麥凱鈞
103
數位影像處理專題
黃冠友
102
Design of a smart camera system
張裕凱
102
Design of a smart camera system
楊容瑋
102
Freescale Cup 自走車 (許孟超老師共同指導)
沈育宏、范綱炘
101
Design of a smart camera system
邱仕翔、羅子瑞
101
Design of a smart camera system
宋柏毅
101
Design of a smart camera system
謝耀丞、莊廷偉
101
Design of an Android based smart camera system
莊秉林、陳冠霖
101
Design of a smart camera system
洪建涵
101
Design of a smart camera system
鍾翔宇、廖品昕
100
Smart camera systems
張印廷、黃志遠
100
Smart camera systems
周軒廷、吳宗鴻
100
Smart camera systems
朱陳偉、黃宥順
99
智慧型多工導航車
林立元、彭敬鈞
98
Remote-control System Using G-force Sensor
張紘瑋、郭柏成
98
智慧型攝影機 -動物辨識
楊雅琇
98
全自動凸多面體三維表面模型重建
陳毅安
98
使用三軸加速度感測器之遙控裝置
陳讚、胡維中
98
Remote-control System Using G-force Sensor
鄭力行
97
智慧型攝影系統建構
張俊淯
97
視覺引導機械手臂操作技術
林全鋒、黃啟軍
Student's Honor
  2016
參與執行「多輸入多輸出智慧型可重組態之電池管理系統」計畫,獲頒105年度科技部前瞻學術研究計畫特優獎
  2015
Altera 亞洲創新設計大賽佳作(蔡唯翔、許閔智、黃敬棋)
  2015
4C電子聯盟聯盟期末成果-跨領域應用專題展示特優(蔡唯翔、黃敬棋、許閔智)
  2014
ARM Code-O-Rama設計競賽 Cortex-M平台組佳作 (Minh Quoc Do, 張凱倫,陳帷綸)
  2013
101年度最佳專題(智慧型攝影系統建構, 宋柏毅)
  2013
2nd Place in the 2013 ARM Code-O-Rama Design Contest
  2010
Altera 亞洲創新設計大賽佳作(胡瑋愷、卞則倫、張俊淯)
  2009
98年度最佳專題(視覺引導機械手臂操作技術)