施皇嘉

基本資料

聯絡方式

  • 辦公室位置:70630
  • 連絡電話:03-4638800 #7122
  • E-mail:hcshih@saturn.yzu.edu.tw

相關經歷

– 訪問教授, 美國華盛頓大學電機系.
@美國07/2013~09/2013

– 訪問教授, 匈牙利布達佩斯歐布達大學(Obuda University)
@匈牙利07/2011~09/2011

– 博士後研究員, 國立清華大學電機系.
步伐辨識於視訊監控上之研究.
@新竹04/2010~07/2010

– 助理工程師, 工業技術研究院資通所前瞻技術中心.
發展 MPEG-7 標準之視訊描述子及其應用於智慧型監控系統.
應用於視訊搜尋之語意特徵截取及分類演算法研發.
經濟部科專–無線射頻辨識系統關鍵技術發展計劃(over 100 million).
@新竹01/2008~12/2008

– 訪問學者, 訊號處理實驗室, 美國華盛頓大學電機系. (指導教授: 黃正能教授)
研究主題在於以內容為導向之視訊搜尋技術.
研究成果榮登於國際著名雜誌IEEE Multimedia 並獲選為特色文章.
@美國09/2006~04/2007

– 課程助教, 國立清華大學電機系.
教導學生相關課程之基本概念與知識等技巧.
科目:訊號與系統, 數位訊號處理, 數位影像處理, 圖形識別.
@新竹 09/2001~08/2006

– 研究助理, 國立清華大學電機系.
執行相關專案之研發,程式開發, 論文撰寫及成果發表.
@新竹 09/2000~08/2006

– 暑期實習生, 工業技術研究院電通所.
發展生物加解密之技術.
@新竹 07/2002~08/2002

– 實驗室工程師, 瑞柯科技公司.
研發 IDE 介面程式以德州儀器之TI C6711 DSK 為發展平台完成即時之數位監控系統.
桃園 06/2002~07/2004

INVITED REVIEWER:

  • Magazine/Journal:

IEEE Transactions on Broadcasting (since 2005~), IEEE Transactions on Multimedia (since 2006~), IEEE Transactions on Circuit and Systems for Video Technology (since 2006~), IEEE Transactions on Image Processing (since 2008~), SPIE Optical Engineering (since 2010~), Machine Vision and Applications (since 2010~), Journal of Visual Image Communication and Representation (since 2010/8~), International Journal of Machine Learning and Cybernetics (since 2011/3~), Journal of Information Science and Engineering (since 2011/8~), IEEE Transactions on Systems, Man, and Cybernetics- Part A (since 2012/5~), International Journal of Pattern Recognition and Artificial Intelligence (since 2013/3~), ETRI Journal (since 2013/10~), Applied Mathematics and Computation (since 2013/11), IEEE Transactions on Communications (since 2013/12~), Expert Systems With Applications (since 2014/1), Journal of Electronic Imaging (since 2014/3) , IEEE Trans. on Intelligent Transportation Systems (since 2014/6), IET Image Processing (since 2014/7), Journal of Display Technology (since 2015/5), Algorithms (since 2015/5), Journal of Signal Processing Systems (since 2015/5), Journal of Advanced Research (since 2015/5), IEEE Transactions on Automation Science and Engineering (since 2016/5).

  • Conference:

PCM02 Staff, ICME10 reviewer, ITST12 reviewer, ICCE11 session chair, ICPR12 reviewer, ISCE13 reviewer, NCS13 reviewer, ICALIP14, Bigdata congress14 TPC member, IEEE Bigdata-Taipei14 reviewer, IEEE-SCC14 reviewer, ICCE-Taipei14 reviewer, ICMLC14 reviewer, ACCV14 PC member, APSIPA14 reviewer, CVGIP14 Section chair, CloudCom14 PC member, IEEE SMC14 session chair, CSE15 PC member, CloudCom15 reviewer, ICICS15 reviewer, TAAI15 PC member, SMC16 PC member, ICME16 reviewer, ACCV16 reviewer, HICSS16 reviewer, CloudCom 16 PC member.

Organized Session (chair): GCCE15, GCCE16.

研究專長

多媒體內容分析

影像與視訊處理

人機互動/物聯網

電腦視覺/巨量分析

圖形識別

~~More information:
http://oz.nthu.edu.tw/~d917904/yzu/researches.html

相關論文發表與研究計畫

[1] S. H. Fang*, W. H. Chang, Y. Tsao, H. C. Shih, and C. Wang, “Channel State Reconstruction Using Multilevel Discrete Wavelet Transform for Improved Fingerprinting-Based Indoor Localization,” IEEE Sensors Journal, in press, 2016.
[2] H. C. Shih* and E. R. Liu (本人指導之碩專班學生), “Automatic reference color selection for adaptive mathematical morphology and its application to image segmentation,” IEEE Trans. on Image Processing, vol. 25, no. 10, pp. 4665-4676, Oct. 2016. (SCI, EI)
[3] H. C. Shih* and K. C. Yu (本人指導之大學專題生), “A New Model-based Rotation and Scaling Invariant Projection Algorithm for Industrial Automation Application,” IEEE Transactions on Industrial Electronics, vol. 63, no. 7, pp. 4452-4460, Jul. 2016. (SCI, EI) (Top-rank Journal)
[4] H. C. Shih* and E. R. Liu (本人指導之碩專班學生), “New Quartile‐Based Region Merging Algorithm for Unsupervised Image Segmentation Using Color-Alone Feature,” Information Sciences, vol. 342, pp. 24-36, May 2016. (SCI, EI)
[5] H. C. Shih*, “A precise automatic system for the hair assessment in hair-care diagnosis applications,” Skin Research and Technology, vol. 21, no. 4, pp. 500-507, Nov, 2015. (SCI, EI)
[6] H. C. Shih* and K. C. Yu (本人指導之大學專題生), “SPiraL Aggregation Map (SPLAM): A new descriptor for robust template matching with fast algorithm,” Pattern Recognition, vol. 48, no. 5, pp. 1707-1723, May, 2015. (SCI, EI)
[7] H. C. Shih*, “An Unsupervised Hair Segmentation and Counting System in Microscopy Images,” IEEE Sensors Journal, vol. 15, no. 6, pp. 3565-3572, June 2015. (SCI, EI)
[8] H. C. Shih*, “A robust occupancy detection and tracking algorithm for the automatic monitoring and commissioning of a building,” Energy and Buildings, vol. 77, pp. July 2014. (SCI, EI) (IF:2.679, Rank: 7/122(5.7%) in ENGINEERING, CIVIL)
[9] H. C. Shih*, “A Novel Attention-Based Key-Frame Determination Method,” IEEE Transactions on Broadcasting, vol. 59, no. 3, pp. 556-562, Sept. 2013. (SCI, EI)(IF:2.087, Rank 10/78 (12.8%) in TELECOMMUNICATIONS)
[10] H. C. Shih*, “Robust Gender Classification using A Precise Patch Histogram,” Pattern Recognition, vol. 46, no. 2, pp. 519-528, Feb. 2013. (SCI, EI)(IF:2.632, Rank 29/243(11.9%) in ENGINEERING, ELECTRICAL & ELECTRONIC)
[11] H. C. Shih*, C. L. Huang, and J. N. Hwang, “An Interactive Attention-Ranking System for Video Search,” IEEE MultiMedia, vol. 16, no. 4, pp. 70-80, Oct.-Dec. 2009. (SCI, EI)
[12] H. C. Shih*, J. N. Hwang, and C. L. Huang, “Content-based Attention Ranking Using Visual and Contextual Attention Model for Baseball Videos,” IEEE Transactions on Multimedia, vol. 11, no. 2, pp. 244-255, Feb. 2009. (SCI, EI).
[13] H. C. Shih*, C. L. Huang, “Content Extraction and Interpretation of Superimposed Captions for Broadcasted Sports Videos,” IEEE Transactions on Broadcasting, vol. 54, no. 3, pp. 333-346, Sept. 2008. (SCI, EI)
[14] C. L. Huang*, H. C. Shih, and C. Y. Chao, “Semantic Analysis of Sports Video using Dynamic Bayesian Network,” IEEE Transactions on Multimedia, vol. 8, no. 4, pp. 749-760, Aug. 2006. (SCI, EI)
[15] H. C. Shih* and C. L. Huang, “MSN: Statistical Understanding of Broadcasted Baseball Video Using Multi-Level Semantic Network,” IEEE Transactions on Broadcasting, vol. 51, issue 4, pp. 449-459, Dec. 2005. (SCI, EI)
[16] H. C. Shih*, C.-Y. Chao, and C. L. Huang, “Semantic Analysis of Sports Video Programs and Highlight Retrieval System,” IPPR Image and Recognition, vol.11, no.2, pp.37-47, Jun. 2005. (Invited, in Chinese)
[17] S. H. Hsu, H. C. Shih*, and C. L. Huang, “Road Sign Detection and Recognition Using Matching Pursuit Method,” IPPR Image and Recognition, vol.8, no.4, pp.31-48, Dec. 2002. (Invited, in Chinese)
[1] H. C. Shih and C. T. Wang, “A novel content-based pixel reconstruction scheme for error concealment application,” U-media 2016, Moscow, Russia, Aug. 2016.
[2] H. C. Shih, “Automatic Building Monitoring and Commissioning Via Human Behavior Recognition,” IEEE GCCE 2016, Kyoto, Japan, Oct. 2016.
[3] Jung-Yu Chen and H. C. Shih, “Dual-Bound-Constraints in Morphological Model Refinement for Multiple Skin Color Tones Detection,” IEEE-GCCE 2015, Osaka, Japan, Oct. 2015. (Student paper award 1st prize)
[4] H. C. Shih and H.-Y. Wang, “Vehicle Identification Using Distance-based Appearance Model,” AVSS 2015, Karlsruhe, Germany, Aug. 2015.
[5] H. C. Shih and B. S. Lin, “Hair Segmentation and Counting Algorithms in Microscopy Image,”IEEE-ICCE15, Las Vegas, Jan. 2015.
[6] H. C. Shih and E. R. Liu, “Adaptive Region Merging Approach for Morphological Color Image Segmentation,” ACCV workshop on Feature and Similarity Learning for Computer Vision, Singapore, Nov. 2014.
[7] H. C. Shih and K. C. Yu , “ Spiral Projection Model (SPM): A New Descriptor for Robust Template Matching,” IEEE-SMC14, San Diego, Oct. 2014
[8] H. C. Shih and E. R. Liu, “A Novel Color Mathematical Morphology and Its Application to Image Segmentation,” in Proc. of CVGIP2014, Aug. 2014.
[9] H. C. Shih, “A Building Management System Using RGB-D Camera,” in Proc. of IMMM2014, July 2014.
[10] C. Li, Y. H. Liu, and H. C. Shih, “Adaptive Skin Color Tone Detection with Morphology-based Model Refinement”, in Proc. of ICICS 2013, Dec. 2013.
[11] H. C. Shih and B. S. Lin, “Image-based Hair Counting for Hair Care Diagnosis System,” the 3rd International Conference on Computational and Mathematical Biomedical Engineering (CMBE 2013), Dec. 2013.
[12] H. C. Shih and E. R. Liu, “Machine-to-machine Interaction Based on Remote 3D Arm Pointing Using Single RGBD Camera,” in Proc. of RAVA in conjunction with EMC 2013, Aug. 2013.
[13] W. Wu, H. C. Shih, and S. Z. Li, “Real-time Hand Segmentation from RGB-D Sensor,” International Conference of Machine Learning and Cybernetics (ICMLC 2013), July 2013.
[14] H. Y. Wang and H. C. Shih, “A Robust Vehicle Model Construction and Identification System,” in Proc. of IEEE International Symposium on Consumer Electronics (ISCE 2013), Jun. 2013. (Best paper award)
[15] T. W. Kao and H. C. Shih, “ A Study on the Markerless Augmented Reality for Picture Books,” in Proc. of IEEE International Symposium on Consumer Electronics (ISCE 2013), Jun. 2013.
[16] H. C. Shih, “Multi-level Video Segmentation Using Visual Semantic Units,” in Proc. of the 31th IEEE International Conference on Consumer Electronics (ICCE 2013), Jan. 11-14, 2013, Las Vegas, USA.
[17] H. C. Shih, H. W. Lee, C. L. Huang, and Y. C. Liu, “Collaborative Real-time Scheduling for Multiple Objects Tracking in PTZ Camera Network,” in Proc. of IEEE International Symposium on Intelligent Signal Processing and Communication Systems, Nov. 4-7, 2012, New Taipei City, Taiwan.
[18] H. C. Shih, C. Y. Chuang, C. L. Huang, and C. H. Lin, “Gender Classification Using Bayesian Classifier with Local Binary Patch Features,” in Proc. of the 4th IEEE International Conference on Nonlinear Science and Complexity, August 6-11, Budapest, Hungary, Aug. 2012.
[19] H. C. Shih, “Adaptive Motion Object Segmentation With Attention Level Index,” in Proc. of the Fourth International Conference on Adaptive and Self-Adaptive Systems and Applications, Nice, France, July, 22-27, 2012.
[20] H.C. Shih, Z. Y. Chung, H. W. Lee, “A Semantic-based Video Segmentation Method,” in Proc. of IEEE International Conference on Machine Learning and Cybernetics, Xian, China, July 15-17, 2012.
[21] H. C. Shih, “Content-Scalable Analysis for Video Indexing and Retrieval,” in Proc. of the Third International Conference Ubiquitous Computing and Multimedia Applications, Bali, Indonesia, June 28-30, 2012.
[22] H. C. Shih, “Key-frame Extraction and Key-frame Rate Determination Using Human Attention Modeling,” in Proc. of IEEE ICME 2011, Barcelona, Spain, July 11-15, 2011.
[23] H. C. Shih, “A Novel Attention-based Keyframe Detection Method,” in Proc. of The International Conference on Digital Information and Communication Technology and its Applications (DICTAP 2011), Dijon, France, June 21-23, 2011. (also published in CCIS Series of Springer LNCS)
[24] H. C. Shih, “Attention Modeling of Game Excitement for Sports Videos,” in Proc. of International Conference on Ubiquitous Computing and Multimedia Applications (UCMA 2011), Daejeon, Korea, April 13-15, 2011. (Acceptance rate: 15%)
[25] H. C. Shih, and C. L. Huang, “Semantics Interpretation of Superimposed Captions in Sports Videos,” in Proc. IEEE-MMSP 2007, Chania, Greece, Oct. 1-3, 2007.
[26] H. C. Shih, J. N. Hwang, and C. L. Huang, “Video Attention Ranking Using Visual and Contextual Attention Model for Content-based Sports Videos Mining,” in Proc. IEEE-MMSP 2007, Chania, Greece, Oct. 1-3, 2007.
[27] H. C. Shih, and C. L. Huang, “A Robust Superimposed Caption Box Content Understanding for Sports Videos,” in Proc. IEEE-MIPR(ISM) 2006, San Diego, USA, Dec. 11-13, 2006.
[28] C. L. Huang, H. C. Shih, and C. L. Chen, “Semantic Understanding and Shot Event Analysis for Basketball Video,” in Proc. IEEE-ICME 2006, Toronto, Canada, July 9-12, 2006.
[29] Y. T. Tsai, H. C. Shih, and C. L. Huang, “Multiple Human Objects Tracking in Crowded Scenes,” in Proc. IEEE-ICPR 2006, Hong Kong, China, Aug. 20-24, 2006.
[30] H. C. Shih, C. L. Chen, and C. L. Huang, “Semantic Understanding and Shot Event Analysis for Basketball Video,” in Proc. the 18th IPPR Conference on Computer Vision, Graphics and Image Processing (CVGIP 2005), Taiwan, 2005.
[31] B. C. Shen, C. L. Huang, and H. C. Shih, “Real-time Human Motion Capturing and Recognition,” in Proc. IEEE-ICIP 2005, Genova, Italy, Sep. 11-14, 2005.
[32] B. C. Shen, C. L. Huang, and H. C. Shih, “A Real-Time Vision-Based Human Motion Capturing,” in Proc. SPIE-VCIP 2005, Beijing, China, July 12-15, 2005.
[33] H. C. Shih and C. L. Huang, “Content-based Scalable Video Retrieval System,” in Proc. IEEE-ISCAS 2005, Kobe, Japan, May 23-26, 2005.
[34] C. Y. Chao, C. L. Huang, and H. C. Shih, “Semantics-Based Highlight Extraction of Soccer Program Using DBN,” in Proc. IEEE-ICASSP 2005, Philadelphia, PA, USA, March 18-23, 2005.
[35] H. C. Shih and C. L. Huang, “Content-based multi-functional video retrieval system," in Proc. IEEE Int. Conf. Consumer Electronics (ICCE 2005), Las Vegas, USA, Jan. 8-12, 2005.
[36] H. C. Shih and C. L. Huang, “Detection of The Highlights in Baseball video Program,” in Proc. IEEE-ICME 2004, Taipei, Taiwan R.O.C., Jun. 27-30, 2004.
[37] C. L. Huang, T. H. Tseng, and H. C. Shih, “A Model-Based Articulated Human Motion Tracking System,” in Proc. IEEE-ACCV 2004, Jeju, Korea, Jan. 27-30, 2004.
[38] H. C. Shih and C. L. Huang, “A Semantic Network Modeling for Understanding Baseball Video,” in Proc. IEEE-ICASSP 2003, Hong-Kong, April 6-10, 2003.
[39] H. C. Shih and C. L. Huang, “Image Analysis and Interpretation for Semantics Categorization in Baseball Video,” in Proc. IEEE Int. Conf. on Information Technology: Coding and Computing (ITCC 2003), Las Vegas, USA, April 28-30, 2003.
[40] H. C. Shih and S. H. Yang, “JPEG image processing in DCT domain,” in Proc. the Fifth Symposium on Computer & Communication Technology (SCCT 2000), Changhua, Taiwan, Oct. 6-7, 2000. (in Chinese)
1. 主持人/科技部專題研究計畫/視覺佔據偵測及行為分析在建築主動能源調控之應用 20160801~20170731 執行中
2. 主持人/科技部專題研究計畫/基於ETC 計程收費執法攝影系統之車型建模及其應用於強建型車輛識別 103/8/1~105/7/31 執行中
3. 主持人/ 大專學生參與專題研究計劃/以視覺方法實現自動全環境光照度估測之研究(陳琬庭 同學) 105/7/1~106/2/28 執行中
4. 主持人/ 國科會專題研究計畫/在近乎黑暗下之智慧型人機互動與即時網路相關資訊分析及配置 102/08/1~104/07/31 已結案
5. 主持人/ 國科會補助優秀青年學者研究計劃/一個智慧型人機互動機制:即時投影機為基礎的簡報助理 100/08/01~102/07/31 已結案
6. 主持人/ 大專學生參與專題研究計劃/以內容為基礎的關鍵相片選取及自動相簿封面佈 101/7/1~102/2/28 已結案
7. 主持人/ 國科會專題研究計畫/以人類生理感知特性為基礎的內容可伸縮適應性媒體播放系統之研究 991001~1000930 已結案
8. 共同主持人/ 科學工業園區管理/科學工業園區研發精進產學合作計畫/ 99/10/1~100/9/30 已結案
9. 主持人/ 教育部/補助大專校院辦理資訊軟體人才培育推廣計畫 991001~1010131 已結案

相關著作專利與得獎事蹟

[1] Huang-Chia Shih, Video Understanding of Sports Programs Using Bayesian Belief Network, University of Tsing-Hua Master Dissertation, June 2002. (Advisor: Prof. Chung-Lin Huang)
[2] Huang-Chia Shih, A Study on Content-based Attention Ranking and In-game Stats Tagging for Sports Videos, University of Tsing-Hua Ph.D Dissertation, December 2008. (Advisors: Prof. Chung-Lin Huang and Prof. Jenq-Neng Hwang)

[1] 施皇嘉, 王晧宇, System and method for vehicle identification, US Patent, US20150269190 A1.
[2] 施皇嘉, 王晧宇, 車輛辨識系統與方法, ROC Patent, I-521448.
[3] 施皇嘉, 俞冠均, 圖像描述及其圖像識別方法, ROC Patent, I-503760.
[4] 施皇嘉, 破碎圖塊復原方法(A Method of Patch Reconstruction), ROC Patent, I-473035.
[5] 施皇嘉, 多媒體資料評價方法 (Multimedia data appraisal method), ROC Patent, I-483130.
[6] 施皇嘉, 三維指向控制與互動系統(Three-dimensional pointing control and interaction system), ROC Patent pending, 2012.
[7] 施皇嘉, 王晧宇, 車輛辨識系統與方法, CN Patent pending, 2015.
[8] 施皇嘉, 俞冠均, 圖像描述及其圖像識別方法, CN Patent pending, 2015
[9] Huang-Chia Shih and Kuan-Chun Yu, Model and method for template matching, US Patent pending, 2015.

[1] 優秀青年電機工程師獎 中國電機工程學會, 2015/12
[2] 青年學者研究獎 元智大學,2015/4
[3] 科技部103年度補助大專校院獎勵特殊優秀人才 科技部, 2015/8.
[4] 科技部102年度補助大專校院獎勵特殊優秀人才 科技部, 2014/8.
[5] ACM台灣分會/資訊學會 李國鼎青年研究獎 (全國3名),2014/5.
[6] 財團法人潘文淵文教基金會 2013潘文淵考察研究獎(全國4名), 2013/5.
[7] Best paper award, ISCE 2013, IEEE CE Society (3 papers among 148), 2013/5.
[8] 獲【國科會100年度補助優秀青年學者專題計劃】之補助, 2011-2013.
[9] Featured Article, IEEE Computer Society, 2010.
[10] 最佳博士論文獎佳作, 中華民國影像處理與圖形識別學會, 2009.
[11] 獲菁英留學獎學金, 教育部, 2006.
[12] 英國文化大使(06-07 年度), 國際扶輪社, 2006.
[13] 台灣區唯一代表, 龍匯100 全球青年領袖論, 香港龍傳基金會, 2004.
[14] 中華扶輪教育基金會 碩(博)士獎學金, 2002.
[15] 優秀工程學生獎, 中國工程師學會, 2000.
[16] 大專優秀青年, 中國青年救國團, 2000.