Research & Publication Cheng-Chieh Chiang, Assistant Professor

I am an assistant professor of Department of Information Technology, Takming University of Science and Technology, Taipei, Taiwan. My research interests include pattern recognition, machine learning, and computer vision. I also join Visualization & Image Processing (VIP) Laboratory, Department of Computer Science & Information Engineering, National Taiwan Normal University, and Image and Vision (IV) Laboratory, Department of Computer Science & Information Engineering, National Taiwan University.

Projects

  1. Video Surveillance System in Street Environment Using Heterogeneous Cameras, 2008/8/1 to 2009/7/31
  2. An Image Annotation Tool with Relevance Feedbacks, 2008/1/1 to 2008/10/31

Talks

  1. Video-Based Face Recognition Using A Probabilistic Graphical Model , talk in Department of Information Management, Huafan University, Taipei, Taiwan. March, 2009. [pdf]
  2. Localization and Mapping of Surveillance Cameras in City Map, talk in Institute of Information Science, Academia Sinica, Taipei, Taiwan. Sep. 2008. [pdf]
  3. Image Annotation with Relevance Feedbacks Using a Seim-Supervised and Hierarchical Approach, oral in VisAPP, Portugal. Jan. 2008. [pdf]
  4. Visualization for High-dimensional Data: VisHD, oral in International Conference on Information Visualisation, London, England, Jun. 2005. [pdf]

Short-Term Visiting Scholar

  1. Department of Computer Science, National University of Singapore, 2005/08/01 to 2005/08/30

Publications

    Journal Papers

  1. Cheng-Chieh Chiang, Yi-Chia Chan, Kai-Ming Wang, and Greg C. Lee, "Video-Based Face Tracking and Recognition Using a Probabilistic Graphical Model", submitted to Journal of Visual Communication and Image Representation.
  2. Cheng-Chieh Chiang, "Interactive Tool for Image Annotation Using a Semi-supervised and Hierarchical Approach", submitted to Computer Standards & Interfaces, [data set]
  3. Cheng-Chieh Chiang, Yi-Ping Hung, Hsuan Yang, and Greg C. Lee, "Region-based Image Retrieval Using Color-Size Features of Watershed Regions", Journal of Visual Communication and Image Representation, Vol. 20(3), April 2009, pp. 167-177. (SCI)
  4. Cheng-Chieh Chiang, Yi-Ping Hung, and Greg C. Lee, "A Learning State Space Model for Image Retrieval", EURASIP Journal on Advances Signal Processing, Special Issue on Knowledge-Assisted Media Analysis for Interactive Multimedia Applications, Vol. 2007. (SCI)
  5. Cheng-Chieh Chiang, Li-Wei Chan, Yi-Ping Hung, and Greg C. Lee, "Content-Based Object Movie Retrieval and Relevance Feedbacks", EURASIP Journal on Advances Signal Processing, Special Issue on Search and Retrieval of 3D Content and Associated Knowledge: Extraction and Propagation, Vol. 2007. (SCI)
  6. Frank S.C. Tseng, Cheng-Chieh Chiang, and Wei-Pang Yang, "Integration of Relations with Conflicting Schema Structures in Heterogeneous Database Systems", Data and Knowledge Engineering 27 (1998) pp. 231-248. (SCI)

    Conference Papers

  1. Cheng-Chieh Chiang, Yi-Chia Chan, and Greg C. Lee, "Integration of Likelihood and Transition Measures for Video-Based Face Recognition", in Proceedings of National Computer Symposium, Taiwan, NCS 2009.
  2. Cheng-Chieh Chiang, Kai-Ming Wang, and Greg C. Lee, "Multi-pose Face Tracking and Detection Using Condensation and Checklist", in Proceedings of IPPR Conference on Computer Vision, Graphics and Image Processing, CVGIP, Taiwan, 2009.
  3. Cheng-Chieh Chiang, Jia-Wei Wu, and Greg C. Lee, "Probabilistic Based Semantic Image Feature Using Visual Words", in Proceedings of the 11th IAPR Conference on Machine Vision Applications, MVA, Japan, 2009.
  4. Yi-Chia Chan, Cheng-Chieh Chiang, Kai-Ming Wang, and Greg C. Lee, "Video-Based Face Recognition Using A Probabilistic Graphical Model", in Proceedings of the 11th IAPR Conference on Machine Vision Applications, MVA, Japan, 2009.
  5. Wee Kheng Leow, Cheng-Chieh Chiang, and Yi-Ping Hung, "Localization and Mapping of Surveillance Cameras in City Map", in Proceedings of ACM International Conference on Multimedia, ACMMM, Vancouver, Canada, 2008.
  6. Jia-Wei Wu, Cheng-Chieh Chiang, Greg C. Lee, "Semantic-Based Image Feature Through Visual Words", in Proceedings of IPPR Conference on Computer Vision, Graphics and Image Processing, CVGIP, Taiwan, 2008.
  7. Cheng-Chieh Chiang, Ming-Wei Hung, Yi-Ping Hung, and Wee Kheng Leow, "Image Annotation with Relevance Feedbacks Using a Seim-Supervised and Hierarchical Approach", in Proceedings of 3rd International Conference on Computer Vision Theory and Applications, VisApp, Funchal, Madeira - Portugal, Jan., 2008. [pdf]
  8. Fu-Hao. Yeh, Greg C. Lee, and Cheng-Chieh Chiang, "Reversible Fragile Watermarking Based on Pyramidal Structure and Gradient Predicting Image", in Proceedings of The third International Conference on Intelligent Information Hiding and Multimedia Signal Processing , Kaohsiung City, Taiwan, Nov. 26-28, 2007.
  9. Cheng-Chieh Chiang, "Image Annotation with Relevance Feedbacks", in Proceedings of National Computer Symposium, Taiwan, NCS 2007.
  10. Cheng-Chih Yang, Cheng-Chieh Chiang, and Yi-Ping Hung, "Visualization for High-dimensional Data: VisHD", in Proceedings of 9th International Conference on Information Visualisation. pp. 692-696, London, England, 2005. (EI) [pdf]
  11. Cheng-Chieh Chiang, Ming-Han Hsieh, Yi-Ping Hung, and Greg C. Lee, "Region Filtering Using Color and Texture Features for Image Retrieval", in Proceedings of International Conference on Image and Video Retrieval, CIVR, pp. 487-496, Singapore, 2005. Lecture Notes in Computer Science 3568 (SCI, EI) [pdf]
  12. Li-Wei Chan, Cheng-Chieh Chiang, and Yi-Ping Hung, "Content-based Object Movie Retrieval by use of Relevant Feedback", in Proceedings of International Conference on Image and Video Retrieval, CIVR, pp. 425-434, Singapore, 2005. Lecture Notes in Computer Science 3568 (SCI, EI) [pdf]
  13. Li-Wei Chan, Cheng-Chieh Chiang, and Yi-Ping Hung, "Content-based Object Movie Retrieval", in Proceedings of 17th IPPR Conference on Computer Vision, Graphics and Image Processing, CVGIP, Taiwan, 2004.
  14. Cheng-Chieh Chiang, De-Wei Fuh, Yi-Ping Hung, and Greg C. Lee, "Region-Based Image Retrieval Using Color And Texture Features of Watershed Regions", in Proceedings of 6th Asia Conference on Computer Vision, ACCV, pp.1056-1061, Korea, 2004. [pdf]
  15. Cheng-Chieh Chiang, De-Wei Fu, Yi-Ping Hung, and Chiou-Shann Fuh, "On Extracting Color-Size Features for Image Classification", in Proceedings of 16th IPPR Conference on Computer Vision, Graphics and Image Processing, CVGIP, Taiwan, 2003. [pdf]

    Ph.D. Dissertation

  1. Cheng-Chieh Chiang, "A Framework for Region-Based Image Retrieval - Image Representation, Matching, and Learning", Ph.D. Thesis, Department of Information and Computer Education, National Taiwan Normal University, 2007.