AI資安組, 資訊組

陳聰毅
Tsong-Yi Chen - AI資安組, 資訊組

英文名字:Tsong-Yi Chen
分  機:15614
電子郵件:chentso@nkust.edu.tw
學  歷:美國伊利諾理工學院電腦科學 博士
專  長:

自然語言處理
人工智慧
影像處理
資訊安全
影像與視訊處理

 

研究室網頁連結

多媒體訊號處理實驗室

 

 

重點設備

DVR智慧型監控系統

 

研究領域

1. 影像及視訊處理

2. 自然語言處理

 

近五年專題計畫

[1] “以雲端服務為基礎之智慧型行車安全中介平台設計與實作-子計畫三:支援安全駕駛之人車感測閘道技術研發(I)”,100-2218-E-151-005, (2011/8/1~2012/7/31)-主持人

[2] “以雲端服務為基礎之智慧型行車安全中介平台設計與實作-總計畫(I)”,100-2218-E-020-001-,(2011/8/1~2012/7/31)-共同主持人

[3] “基於算幾不等式分析之適應性加權影像雜訊濾波器”,100-2221-E-151-053,(2011/8/1~2012/7/31) -共同主持人

[4]“多攝影機監視區域之行人追蹤暨辨別技術”,100-2622-E-151-012-CC3,(2011/6/1~2012/5/31) -共同主持人

[5] “基於歐基里德距離像素相似性暨完滿二元樹結構之影像雜訊衰減研究”,99-2221-E-151-054-, (2010/8/1~ 2011/7/31) -共同主持人

[6] “應用於DVR系統在進出監視區域之人員識別技術“, 99-2622-E-151-015-CC3, (2010/6/1~ 2011/5/31)- 共同主持人

[7] “結合H.264視訊壓縮之抗壓縮浮水印與自我組織演算法之影像源認證的數位視訊錄影認證系統”, 98-2221-E-151-052-, (2009/8/1~ 2010/7/31) – 主持人

 

近五年研究成果

[1] Tsong-Yi Chen, Da-Jinn Wang, and Yi-Long Lin, “The High Accuracy Video Watermarking on H.264 by Majority,” International Journal of Innovative Computing, Information and Control (IJICIC), Vol.7, No. 11, pp.6349-6358, Nov. 2011.[SCI & EI 期刋]

[2] Tsong-Yi Chen, Vaci Istanda and Chen-Wo Kuo, “An Empirical Study on Planning E-Learning Program for Culture and Arts in Taiwan,” ICIC Express Letters, An International Journal of Research and Surveys, Vol. 5, No. 10, pp.3665-3670, Oct. 2011. [EI 期刊]

[3] Tsong-Yi Chen, Vaci Istanda and Chen-Wo Kuo, “The Case Study of RFID Innovative Application Services in National Palace Museum,” ICIC Express Letters, An International Journal of Research and Surveys, Vol. 5, No. 1, pp.207-212, January 2011. [EI 期刊]

[4] 珐济•伊斯坦大、楊珮琦、陳聰毅, “線上角色扮演教學對於學習成效與環境態度影響之研究 (The Study of Effects on Online Role Play Teaching upon Learning Achievements and Environmental Attitude”, 《中華管理發展評論》, 第2卷第2期, pp. 237-252, 99年12月.

[5] 珐济•伊斯坦大、郭于禎、陳聰毅, “網路概念構圖教學對家政學習成效之探究 (A Study of Web-base Home Economics Learning System by Applying Concept-mapping Instruction)”, 《中華管理發展評論》, 第2卷第2期, pp. 237-252, 99年12月.

[6] Chao-Ho Chen, Tsong-Yi Chen, Da-Jinn Wang, and Yi Fan Li, “Multipath Flatted-Hexagon Search for Block Motion Estimation,” Journal of Information Hiding and Multimedia Signal Processing (JIHMSP), Vol. 1, No. 2, pp.110~131, April 2010.

[7] *Tsong-Yi Chen, Vaci Istanda, Thou-Ho (Chao-Ho) Chen, Da-Jinn Wang, and Yi-Long Lin, “H.264 Video Authentication Based on Semi-Fragile Watermarking,” International Journal of Innovative Computing, Information and Control (IJICIC), Vol. 6 , No. 3(B), pp.1411-1420, March 2010.[SCI & EI 期刋]

[8] *Tsong-Yi Chen, Thou-Ho (Chao-Ho) Chen, Da-Jinn Wang, and Yung-Chuen Chiou, “Real-Time Video Object Segmentation Algorithm Based on Change Detection and Background Updating,”, International Journal of Innovative Computing, Information and Control (IJICIC)., Vol. 5, no. 7, pp. 1797-1810, July 2009. [SCI & EI 期刋]

 

 

研究興趣

1.     自然語言處理(NLP)

利用規則方法(語意規則與理性主義)與統計方法(機器自動學習)兩者並重,建構混合適系統。自然語言常具有多重意思,也常是模稜兩可的。因次,選擇最通順適切的解釋以及消除語意的紛歧是一個重要課題,意即強化「理解」能力。此間,建立強大的詞彙庫以及了解語言行為是無可避免的工作。透過外在世界的廣泛知識,使計算機系統得以在現實世界含糊不確定的環境中執行其工作。

2.     人工智慧

主要範疇在於「類人人工智慧」之「強人工智慧」。人類智能常是透過對現實物件的本身以及物件之間的關連性做出判斷,而物件本身對於計算機系統而言可透過簡單的編碼方式存在,關鍵的問題在於關聯性的建構。現實生活中,人類對於物件關聯性常因生活背景甚至與其所受之文化而有所差異,價值觀便因此而生。在計算機方面,價值觀的建立反而是個前提。透過此價值觀,使計算機得以具備推理與解決問題的能力。

3.     影像處理

主要範疇在視訊影像之判別。透過彩色影像的基本要素,如亮度、色調以及飽和度以判影像中物件、背景的差異性。找出畫面中之前景物件,以追蹤物件,亦可進一步可結合人工智慧技術進行行為模式分析。目前成果對於物件追蹤、計數已有良好成效。

4.     H.264數位浮水印技術

H.264是近年來所提出的一套視訊壓縮標準,提供更高的壓縮效能及壓縮品質,為新一代的視訊壓縮標準。目前,針對H.264的浮水以藏入AC係數之作法為最多。但是對於AC係數的修改確稍嫌粗略,甚少實際去探討AC係數的修改是否有其限制以及任意改變AC係數是否可能造成不好的後果。一般較好且較常用的作法是將浮水印藏入Intra Frame (I-Frame)之中,而藏在Intra Frame之浮水印,在抗壓縮能力上所面臨的最大挑戰是Intra Prediction的變化。從實際的研究觀察中可以發現藏入浮水印後,面對再一次壓縮之中Intra Prediction的變化,不同的AC係數所受的影響程度並不相同。因此浮水印的藏入不能任意修改AC係數。必須考量H.264本身的壓縮程序與AC係數的關係。

 

 

研究計畫

1.     半破碎型視訊浮水印應用於H.264視訊壓縮資料之認證與復原(97-2221-E-151-042),2008/08/01~2009/07/31,主持人。

2.     應用於DVR系統之即時視訊畫面防震穩定技術(97-2622-E-151-011-CC2),2008/08/01~2009/07/31,共同主持人。

3.     適應性全天候影像/視訊空間-時間域雜訊濾波器(97-2221-E-151-040-),2008/08/01~2009/07/31,共同主持人。

4.     結合H.264視訊壓縮之抗壓縮浮水印與自我組織演算法之影像源認證的數位視訊錄影認證系統(98-2221-E-151-052-),2009/08/01~2010/07/31,主持人。

5.     應用於DVR系統在昏暗環境中之視訊畫面增強技術(98-2622-E-151-009-CC3),2009/08/01~2010/07/31,共同主持人。

 

 

期刊論文:

1.     Da-Jinn Wang, Thou-Ho (Chao-Ho) Chen, Yen-Hui Yin, Tsong-Yi Chen, “Smoke Detection for Early Fire-Alarming System Based on Video Processing”, Journal of Digital Information Management, Vol. 6, No.2 , pp. 196~202, April 2008. [EI 期刊]

2.     Tsong-Yi Chen, Thou-Ho (Chao-Ho) Chen, Da-Jinn Wang, and Yung-Chuen Chiou, “Real-Time Video Object Segmentation Algorithm Based on Change Detection and Background Updating,” International Journal of Innovative Computing, Information and Control (IJICIC). (To be published in Vol. 5, No. 6, June 2009)

3.     Tsong-Yi Chen, Thou-Ho (Chao-Ho) Chen, Yi-Fan Li and Da-Jinn Wang, “Multipath Flatted-Hexagon Search for Block Motion Estimation,” International Journal of Innovative Computing, Information and Control (IJICIC). (Accepted) [SCI&EI 期刊]

4.     Thou-Ho (Chao-Ho) Chen, Da-Jinn Wang and Tsong-Yi Chen, “A High-Quality Display Method for Small-Size Chinese Characters by Perception-Based Grid-Fitting Rules,” Journal of Electronic Imaging, Vol. 16, No. 3, 033002, 2007. [SCI&EI 期刊]

5.     Tsong-Yi Chen, Thou-Ho (Chao-Ho) Chen and Da-Jinn Wang, “A Cost-Effective People-Counter for Passing Through a Gate Based on Image Processing,” International Journal of Innovative Computing, Information and Control (IJICIC),. [SCI&EI 期刊]

6.     Da-Jinn Wang, Tsong-Yi Chen, Thou-Ho (Chao-Ho) Chen and Shang-Wei Lin , “A Novel Multipurpose Image Watermarking Scheme Based on Block-Relation,” International Journal of Innovative Computing, Information and Control (IJICIC), Vol. 3, No. 5, pp. 1161-1172, 2007. (Accepted) [SCI&EI 期刊]

7.     D. J. Wang, Tsong-Yi Chen, T. H. Chen, C. H. Huang and C. Y. Lee, 『Apply Semi-Fragile Watermarking to Authentication of Compressed Video Data,』 Journal of Computers, Vol. 17, No. 2, pp. 51-57, Jul. 2006

 

研討會論文:

1.     Tsong-Yi Chen, Da-Jinn Wang, Thou-Ho (Chao-Ho) Chen, Yi-Long Lin,“A Compression-Resistant Invisible Watermarking Scheme for H.264”, IEEE 2009 International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP09), Kyoto, Japan, Sep. 12-14, 2009. (pp. 17-20)

2.     Chao-Ho (Thou-Ho) Chen, Yin-Chan Chang, Tsong-Yi Chen, and Da-Jinn Wang, “People Counting System for Getting In/Out of a Bus Based on Video Processing”, IEEE 8th International Conference on Intelligent Systems Design and Applications (ISDA08), Kaohsiung, Taiwan, Nov. 26-28, 2008. (pp. 565-569)

3.     Tsong-Yi Chen, Chao-Ho (Thou-Ho) Chen, Yi-Jun Chen, and Da-Jinn Wang, “Video Enhancement in the Low-Light Environment by Object-Based Filtering”, IEEE 8th International Conference on Intelligent Systems Design and Applications (ISDA08), Kaohsiung, Taiwan, Nov. 26-28, 2008. (pp. 561-564)

4.     Tsong-Yi Chen, Wen-Sheng Chen, Chao-Ho (Thou-Ho) Chen, Yin-Chan Chang, Da-Jinn Wang, “Ship-Flow Analysis and Counting System Based on Image Processing”, IEEE 2008 International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP08), Harbin, China, Aug. 15-17, 2008. (pp. 655-658)

5.     Tsong-Yi Chen, Chao-Ho (Thou-Ho) Chen, Yin-Ting Lin, Yin-Chan Chang, Da-Jinn Wang, “H.264 Video Authentication Based on Semi-Fragile Watermarking”, IEEE 2008 International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP08), Harbin, China, Aug. 15-17, 2008. (pp. 659-662)

6.     Thou-Ho (Chao-Ho) Chen, Yu-Lin Lin, Yen-Chan Chang, and Tsong-Yi Chen, “Automatic Vehicle-Flow Analysis and Counting System for the Raining Situation”, The 16th National Conference on Automation Technology, Kaohsiung, Taiwan, June 27-28, 2008. (pp. 413-419)

7.     Tsong-Yi Chen, Wen-Sheng Chen, and Thou-Ho (Chao-Ho) Chen, and Da-Jinn Wang, “Automatic Ship-Flow Analysis and Counting System in a Specific Sea-Area Based on Video Processing”, The 16th National Conference on Automation Technology, Kaohsiung, Taiwan, June 27-28, 2008. (pp. 696-702)

8.     Tsong-Yi Chen, Yin-Ting Lin, and Thou-Ho (Chao-Ho) Chen, “H.264 Video Authentication for Automatic Video Recorder System”, The 16th National Conference on Automation Technology, Kaohsiung, Taiwan, June 27-28, 2008. (pp. 221-226)

9.     Tsong-Yi Chen, Yi-Jun Chen, Thou-Ho (Chao-Ho) Chen, and Che-Ping Su, “Automatic Video Enhancement in the Low-Light Environment”, The 16th National Conference on Automation Technology, Kaohsiung, Taiwan, June 27-28, 2008. (pp. 434-441)

10.   Thou-Ho (Chao-Ho) Chen, Yen-Chan Chang and Tsong-Yi Chen, “Automatic People Counting System for Getting In/Out of a Bus”, The 16th National Conference on Automation Technology, Kaohsiung, Taiwan, June 27-28, 2008. (pp. 454-459)

11.   Thou-Ho (Chao-Ho) Chen, Yi-Chuan Su, and Tsong-Yi Chen, “Automatic License Recognition Method on a Moving Vehicle”, The 16th National Conference on Automation Technology, Kaohsiung, Taiwan, June 27-28, 2008. (pp. 466-472)

12.   Thou-Ho (Chao-Ho) Chen, Yu-Feng Lin, and Tsong-Yi Chen, “Intelligent Vehicle Counting Based on Blob Analysis in Traffic Surveillance,” IEEE 2007 International Conference on Innovative Computing, Information and Control (ICICIC-07), Kumamoto, Japan, Sept. 5-7, 2007. (in B10-05 of proceeding)

13.   Da-Jinn Wang, Yan-Ting Ye, Thou-Ho (Chao-Ho) Chen and Tsong-Yi Chen, “An Intelligent Video Segmentation Algorithm in Rainy Situation,”IEEE 2007 International Conference on Innovative Computing,Information and Control(ICICIC-07), Kumamoto,Japan,Sept.5-7,2007.(in B10-04 of proceeding)

14.   Tsong-Yi Chen, D. J. Wang, T. H. Chen and S. W. Lin, “Multipurpose Semi-Fragile Watermarking for Image Authentication,” 2007 International Conference on Innovative Computing, Information and Control (ICICIC-07), Kumamoto, Japan, Sept. 5-7, 2007. (in C29-01 of Proceeding)

15.   Thou-Ho (Chao-Ho) Chen, Yu-Feng Lin, and Tsong-Yi Chen, “Intelligent Vehicle Counting Based on Blob Analysis in Traffic Surveillance,” 2007 International Conference on Innovative Computing, Information and Control (ICICIC-07), Kumamoto, Japan, Sept. 5-7, 2007. (in B10-05 of Proceeding)

16.   Thou-Ho (Chao-Ho) Chen, Chin-Pao Tsai, and Tsong-Yi Chen, “An Intelligent Impulse Noise Detection Method by Adaptive Subband-Based Multi-State Median Filtering,” 2007 International Conference on Innovative Computing, Information and Control (ICICIC-07), Kumamoto, Japan, Sept. 5-7, 2007. (in B10-03 of Proceeding)

17.   Da-Jinn Wang, Yan-Ting Ye, Thou-Ho (Chao-Ho) Chen and Tsong-Yi Chen, “An Intelligent Video Segmentation Algorithm in Rainy Situation,” 2007 International Conference on Innovative Computing, Information and Control (ICICIC-07), Kumamoto, Japan, Sept. 5-7, 2007.(in B10-03 of Proceeding)

18.   Thou-Ho (Chao-Ho) Chen, Yu-Lin Lin, Tsong-Yi Chen and Yu-Feng Lin, “A Real-Time Vehicle-Flow Analyzing and Counting System Based on Video Processing”, 2007 Computer Vision, Graphics and Image Processing Conference, Taiwan, Aug. 2007. (pp. 802-807)

19.   Tsong-Yi Chen, Da-Jinn Wang, Thou-Ho (Chao-Ho) Chen and Wen-Sheng Chen, “Multipurpose Semi-Fragile Watermarking for Image Authentication and Recovery,” 2007 Vision, Graphics and Image Processing Conference, Taiwan, Aug. 2007. (pp. 703-709)

20.   Tsong-Yi Chen, Thou-Ho Chen, Shi-Feng Huang, and Yi-Fan Li, “An Adjustable Multipath Flatted-Hexagon Search Algorithm for Block Motion Estimation”, IEEE 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP), USA, Dec. 2006. (pp. 431-434)

21.   D. J. Wang, Tsong-Yi Chen and S. W. Lin, “Authentication on Compressed Images by Semi-Fragile Watermarking,” The 11th Conference on Artificial Intelligence and Applications, pp.202, Dec. 2006.

22.   Thou-Ho Chen, Tsong-Yi Chen and Yung-Chuen Chiou, “An Efficient Real-Time Video Object Segmentation Algorithm Based On Change Detection And Background Updating”, IEEE 2006 International Conference on Image Processing (ICIP), Atlanta,GA, USA, Oct. 2006. (pp. 1837-1840)

23.   Thou-Ho Chen, Chao-Yu Chen, Tsong-Yi Chen and Da-Jinn Wang, “An Impulse Noise Reduction Method by Adaptive Pixel-Correlation”, 2006 IEEE International Conference on Innovative Computing, Information and Control (ICICIC-06), Beijing, P. R. China , Aug. 2006. (pp. 257 -260)

24.   Da-Jinn Wang, Thou-Ho Chen, Hung-Shiuan Liau and Tsong-Yi Chen, “A DCT-Based Moving Object Extraction Algorithm for Rainy Situation”, 2006 IEEE International Conference on Innovative Computing, Information and Control (ICICIC-06), Beijing, P. R. China , Aug. 2006. (pp. 261 -264)

25.   Tsong-Yi Chen, Da-Jinn Wang, Chung-Yih Lee, and Thou-Ho Chen, “An Effective Authenticating Method on the Compressed Data ”, 2006 IEEE International Conference on Innovative Computing, Information and Control (ICICIC-06), Beijing, P. R. China , Aug. 2006. (pp. 249-252)

26.   Thou-Ho Chen, C. Y. Chen and S. F. Huang, and Tsong-Yi Chen, “Impulse Noise Reduction Based on Pixel-Correlation”, The 19th IPPR Conference on Computer Vision, Graphics and Image Processing, Taiwan, Aug. 2006. (pp. 1285-1292)

27.   Thou-Ho Chen, H. S. Liau, Y. T. Ye, and Tsong-Yi Chen, “Video Segmentation Algorithm Based on Edge and Color Features in Rainy Situation”, The 19th IPPR Conference on Computer Vision, Graphics and Image Processing, Taiwan, Aug. 2006. (pp. 317-324)

28.   Tsong-Yi Chen, D. J. Wang, Thou-Ho Chen, and C. Y. Lee, “A Block-Related Image Authenticating and Recovering Method”, The 19th IPPR Conference on Computer Vision, Graphics and Image Processing, Taiwan, Aug. 2006. (pp. 1158-1163)

29.   T. H. Chen, Chao-Yu Chen, Tsong-Yi Chen, and Ming-Kun Wu, “An Intelligent Restoration Method for Impulse Noise Highly-Corrupted Images”, 2006 IEEE International Conference on Cybernetics&Intelligent Systems (CIS), Bangkok, Thailand, June 2006. (pp. 239-244)

30.   T. H. Chen, Chao-Yu Chen and Tsong-Yi Chen, “An Intelligent Video Noise Reduction Method Using Adaptive Spatial and Motion-Compensation Temporal Filters”, 2006 IEEE International Conference on Cybernetics&Intelligent Systems (CIS), Bangkok, Thailand, June 2006. (pp. 341-346)

31.   T. H. Chen, Tsong-Yi Chen and Zhi-Xian Chen, “An Intelligent People-Flow Counting Method for Passing Through a Gate”, 2006 IEEE International Conference on Cybernetics&Intelligent Systems (CIS), Bangkok, Thailand, June 2006. (pp. 573-578)

32.   T. H. Chen and C. Y. Lee, Da-Jinn Wang, and Tsong-Yi Chen, “Authentication on Compressed Images by Semi-Fragile Watermarking”, The 18th IPPR Conference on Computer Vision, Graphics and Image Processing, Taiwan, Aug. 2005. (pp. 1292-1298)

33.   D.J. Wang, Tsong-Yi Chen, and C.Y. Lee, ”A Novel Semi-Fragile Watermarking System Surviving on DCT-based Compressed Data”, Conference on Business Intelligence Application (CBIA 2005) , Kaohsiung Taiwan, pp.62-75, 2005.

34.   Tsong-Yi Chen, D. J. Wang, C. C. Chiu, and C. H. Huang, ”Apply Semi-fragile Watermarking to Authentication of Compressed Video Data”, Knowledge-Based Intelligent Information and Engineering Systems, 9th International Conference, KES 2005, pp.1183-1189, 2005

35.   Tsong-Yi Chen, C. H. Huang, T. H. Chen, and Cheng-Chieh Liu, “Authentication of Lossy Compressed Video Data by Semi-Fragile Watermarking ,” IEEE 2004 International Conference on Image Processing (ICIP), Singapore, Oct. 2004. (pp. 2637-2640)

 

數值分析

軟體工程

電子實習(三)

實務專題(一)

實務專題(二)

 

專利

1.“一種雜訊干擾影像之區塊適應性多態中值濾波方法” (審查中) 照華 KUAS發明專利, 申請案號:096144673  申請日期: 2007/11/26發明人: 陳昭和 陳聰毅 蔡金寶

2. “一種具影像認證及復原之多功能半破碎性浮水印之方法”(審查中)照華KUAS 發明專利, 申請案號:096145058  申請日期: 2007/11/28發明人: 陳聰毅 陳昭和 林尚緯 

3. “一種適應於昏暗環境中視訊雜訊衰減之方法” (審查中) 照華 KUAS發明專利, 申請案號: 096145821  申請日期: 2007/12/3

 發明人:陳聰毅 陳昭和 黃士峰