教師資料

林昌鴻 Chang Hong Lin
職稱
副教授
學歷
美國普林斯頓大學電機博士
電子郵件
chlin@mail.ntust.edu.tw
辦公室
IB 701-1

Office Hours by appointment
電話 886-2-2737-6397
傳真 886-2-2737-6424
個人網頁
實驗室 微系統實驗室 嵌入式多媒體系統組
研究領域 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
開授課程 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

2013.02 ~  迄今 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


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

研究成果
  [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]   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.
  [6]   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
  [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]   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)
  [13]   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)
  [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)
  [1]   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.
  [2]   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
  [3]   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
  [4]   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
  [5]   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
  [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]   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
  [11]   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
  [12]   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
  [13]   I-A. Chen, S.-C. Wu, K.-L. Chang, C.H. Lin, "Real-Time Scene Structure Reconstruction," IGBSG, Apr. 2014
  [14]   Y.-L. Wei, C.H. Lin, "Single-Shot Person Re-Identification by Gaussian Mixture Model of Weighted Color Histograms," ISPACS, Nov. 2013
  [15]   C.-H. Wu, C.H. Lin, "Depth-based hand gesture recognition for home appliance control," 2013 IEEE International Symposium on Consumer Electronics, June 2013
  [16]   W.-C. Hu, C.H. Lin, "Field of View Alignment with Multiple RGB-D Cameras," 2013 IEEE International Symposium on Consumer Electronics, June 2013
  [17]   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
  [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]   T.L. Bien, C. H. Lin, "Detection and Recognition of Indoor Smoking Events", ICDIP, April 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]   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.
  [24]   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-)
  [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
  [1]   互動式操作方法(黃百瑞、林昌鴻、李佳翰)

計畫名稱 計畫總額 執行始於 執行結束 委託單位
基於網格分割與網絡分析之超像素演算法 1,503,000 10608 10807 科技部
低成本色彩印刷方式與視覺效果評估 705,000 1058 1067 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 10405 10504 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(1/2) 690,000 10305 10404 科技部
使用RGB-D攝影機之互動式人機介面系統設計 594,000 10208 10307 國科會
基於OpenNI之體感骨架身形辨識及功率分析 47,000 10207 10302 國科會
手形辨識模組化設計 500,000 10201 10206 工研院
多攝影機的座標同步與補償模組化設計 500,000 10107 10112 工研院
智慧型民生能源管理系統研究與開發(3/3) 6,946,000 10010 10109 國科會
基於六角形快速雙向濾波器之影像對比增強技術 47,000 10007 10102 國科會
植基於雲端運算之行動擴增實境系統 hicloud CaaS VM 10005 10104 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 700,000 10001 10012 工研院
智慧型民生能源管理系統研究與開發(2/3) 7,030,000 9910 10009 國科會
低功率分散式智慧型攝影系統設計 599,000 9908 10007 國科會
智慧型民生能源管理系統研究與開發(1/3) 7,006,000 9810 9909 國科會
低功率分散式智慧型攝影系統設計 – 人物動作分析 661,000 9808 9907 國科會
多核心系統研究開發環境建置計畫 IBM Cell & Pac Duo平台各乙套 9808 9907 國科會
利用程式碼壓縮之低功率嵌入式系統設計 660,000 9711 9810 國科會

指導學生
學年 論文題目 學生
學年 論文題目 學生
106 實現於純FPGA之基於HOG之即時行人檢測系統 羅建華
106 基於顏色差異之迭代超像素分割 洪國晉
106 僅使用深度相機之視線偵測 蔡杰修
106 使用FT601晶片重新設計OpenJTAG轉換器 鄭博文
106 多核心嵌入式系統的效能與功耗之研究 曹爾習
106 實現在可程式系統晶片平台之影像強化應用 邱子耀
106 利用接縫剪裁之物件移除演算法 黃珮瑜
105 基於膚色區塊資訊輔助之即時手勢追蹤與辨識系統 張凱倫
105 基於隨機臉部區塊之混合式多特徵年齡估測系統 張致翰
105 基於曝光融合的Retinex 圖像增強演算法 許閔智
104 利用局部相似關係之快速影像修補演算法 林穎傑
104 Droculus: A Real-time Stereo Video and Control System Using AR.Drone and Oculus Rift Sasongko Wahyu Kumoro
104 基於色彩變異數與格狀分割法之超像素演算法 黃敬棋
104 基於LBP與WLD混合型特徵之輪軸機器人手勢操作系統 洪健涵
104 基於邊緣的稀疏點到稠密點深度演算法 吳仕鈞
104 使用連續影像之快速3D場景重建方法 宋柏毅
104 Intuitive Hand Gesture Design for Indoor Unmanned Aerial Vehicle Control Dimas Herjuno
103 運用視覺偵測可視衛星遮蔽在GPS定位精度之改善(共同指導:高維文教授)˙ 吳國華
103 嵌入式系統之多聲道WAVE檔音源輸出研究與實現 張世昌
103 基於FPGA實現的可適應性背景建模與即時移動物件偵測系統 許志光
103 移植Android 4.2.2 Jelly bean於嵌入式多媒體平台Cubieboard2之方法研究 陳冠羽
103 基於X86 系統具人臉辨識功耗改善系統之研究 李宗翰
103 Human Following and Gesture Recognition for Mobile Robot using an RGB-D Camera Minh Quoc Do
103 基於深度資訊之手勢辨識 陳帷綸
103 Mobile Augmented Reality as a Chinese Menu Translator Dimas Arioputra
103 基於雙層式網格狀分割法之超像素演算 林家樂
102 植基於相似度計算與CUDA架構之網路分群 吳柏毅
102 基於影像之嵌入式交通號誌動態調控系統 (共同指導:許孟超教授) 葉正傑
102 基於高斯混合模型色彩直方圖之單張影像行人辨識系統 魏毓倫
101 CUDA平行處理與OFDM上的應用 鄭重文
101 複雜環境下之車道線截取方法 張俊淯
101 基於擴增實境之互動式虛擬控制系統 黃百瑞
101 結合直覺式統計與機器學習之行人偵測 李佳蓁
101 場景結構之即時重建 陳毅安
101 使用High Performance Linpack之EXTOLL網路介面效能評估 張齊文
101 數位浮水印強健性之分析與比較 賴俊智
101 American Sign Language Recognition Using Principle Component Analysis and Dynamic Time Warping Fiqhi
101 Mobile Book Cover Recognition Using Text and Feature Extraction Ronny
101 多深度攝影機之視野對齊 胡維中
101 基於深度之家電用手勢控制 吳治宏
100 可節省彩色印刷之近似K值演算法 胡瑋愷
100 利用支持向量機的影像文字偵測方法 魏貽誠
100 室內抽菸事件偵測與辨識 卞則倫
100 基於網格晶片網路的多處理器平台之全域照明渲染演算法 馬荷達菲勒普
100 使用分離式字典之嵌入式系統指令壓縮 王為之
99 應用於RISC/VLIW架構上之低功率程式碼壓縮方法 林哲瑋
99 利用互斥或參照方法提升以字典為基礎之RISC/VLIW程式碼壓縮技術 陳瑞春
學年 專題題目 學生
105 智慧型攝影系統 簡德輝、賴優和、蔣勤
104 智慧型攝影系統 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 智慧型攝影系統 張裕凱
102 智慧型攝影系統建構 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 智慧型攝影系統 邱仕翔、羅子瑞
101 智慧型攝影系統建構 宋柏毅
101 智慧型攝影系統建構 謝耀丞、莊廷偉
101 Android系統下之智慧型攝影系統建構 莊秉林、陳冠霖
101 智慧型攝影系統建構 洪建涵
101 智慧型攝影系統建構 鍾翔宇、廖品昕
100 智慧型攝影系統 張印廷、黃志遠
100 智慧型攝影系統 周軒廷、吳宗鴻
100 智慧型攝影系統 朱陳偉、黃宥順
99 智慧型多工導航車 林立元、彭敬鈞
98 使用三軸加速度感測器之遙控裝置 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 使用三軸加速度感測器之遙控裝置 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
年份 事蹟
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 ARM Code-O-Rama設計競賽 Cortex-M平台組第二名 (林家樂、楊浩榆、Dimas Herjuno)
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)