Journal Papers
- D. Liu and Tsuhan Chen, "DISCOV: A Framework for Discovering Objects in Video", IEEE Trans. on Multimedia, 2008.
- C.M. Huang, D. Liu and Li-Chen Fu, "Visual Tracking in Cluttered Environment Using the Visual Probabilistic Data Association Filter", IEEE Trans. on Robotics, 2006.
- One submission under review
Conference Papers
- D. Liu, Gang Hua, and Tsuhan Chen, "VideoCut: Removing Irrelevant Frames by Discovering the Object of Interest", European Conference on Computer Vision (ECCV), 2008. [-- Video Demo --]
- D. Liu, Gang Hua, Paul Viola and T. Chen, "Integrated Feature Selection and Higher-order Spatial Feature Extraction for Object Categorization", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008. (Poster PPT file)
- D. Liu and T. Chen, "Object Discovery with Perceptual Grouping", IEEE International Conference on Image Processing (ICIP), 2008.
- D. Liu and T. Chen, "Unsupervised Image Categorization and Object Localization using Topic Models and Correspondences between Images", IEEE International Conference on Computer Vision (ICCV), 2007.
- D. Liu and T. Chen, "A Topic-Motion Model for Unsupervised Video Object Discovery", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2007. (Poster PDF file)
- D. Liu and T. Chen, "Background Cutout with Automatic Object Discovery", IEEE International Conference on Image Processing (ICIP), 2007.
- D. Liu and T. Chen, "Semantic-Shift for Unsupervised Object Detection", Workshop on Beyond Patches, in conjunction with CVPR, 2006.
- D. Liu, D. Chen, and T. Chen, "Latent Layout Analysis for Discovering Objects in Images", IEEE International Conference on Pattern Recognition (ICPR), 2006.
- D. Liu, Datong Chen, and T. Chen, "Unsupervised Image Layout Extraction", IEEE International Conference on Image Processing (ICIP), 2006.
- D. Liu and T. Chen, "Content-Free Image Retrieval using Bayesian Product Rule", IEEE International Conference on Multimedia & Expo (ICME), 2006.
- D. Liu and T. Chen, "Object Detection in Video with Graphical Models", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2006.
- D. Liu and T. Chen, "Probabilistic Relevance Feedback for Image Retrieval with Binary Feature Vectors", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2005.(Poster PPT file)
- D. Liu and Tsuhan Chen, "Soft shape context for iterative closest point registration", IEEE International Conference on Image Processing (ICIP), 2004. (Poster PDF file)
- D. Liu, C. F. Lin, C. S. Huang, K. F. Tseng, Tsuhan Chen, "A Probabilistic Approach
to Relevance Feedback for Trademark Logo Image Retrieval," IPPR Conf. Computer Vision, Graphics, and Image Processing, 2004. - D. Liu, Li-Chen Fu, S.H. Hsu, T.K. Kuo, "Analysis on an On-Line Iterative Correction Control Law for Visual Tracking", Asian Control Conference, 2002.
- D. Liu, Li-Chen Fu, "Target Tracking in an Environment of Nearly Stationary and Biased Clutter", IEEE International Conference on Intelligent Robots and Systems (IROS), 2001.
- D. Liu, Li-Chen Fu, T.K. Kuo, J.W. Yeh, "PDA Filter Based on the Winner-Update Strategy for Visual Tracking", Chinese Automatic Control Conference 2001 (Best paper award)
- W.G. Yau, Li-Chen Fu, D. Liu, "Design and Implementation of a Visual Servoing System for Realistic Air Target Tracking", IEEE International Conference on Robotics & Automation (ICRA), 2001.
- W.G. Yau, Li-Chen Fu, D. Liu, "Robust Real-time 3D Trajectory Tracking Algorithms for Visual Tracking Using Weak Perspective Projection", American Control Conference (ACC), 2001.
Projects