Publications of Changjiang Yang
Refereed Journal Publications:
- A. Vailaya, H. Zhang, C. Yang, Feng-I Liu and A.K. Jain. Automatic Image Orientation Detection, IEEE Trans. on Image Processing. 11(7): 746 - 755, July 2002.
- C. Yang and J. Weng. Vision-based Behavior Learning Using Hierarchical Discriminant Regression. Pattern Recognition Letters. 23(8): 1031 - 1038, 2002.
- C. Yang, F. Sun and Z. Hu. Self-Calibration of Rotating Cameras Using Conic Correspondences. Acta Automatica Sinica, 27(3): 310 - 317, 2001 (in Chinese).
- C. Yang, F. Sun and Z. Hu. Planar Conic Based Camera Calibration. Chinese Journal of Computers, 23(5): 541 - 547, 2000 (in Chinese).
- Z. Hu, C. Yang, Y. Yang, S. Ma. An Inherent Probabilistic Aspect of the Hough Transform. Journal of Computer Science and Technology, 14(1): 44 - 48, 1999.
- Z. Hu, C. Yang, W. Wang and S. Ma. The Optimal Design of Line Parameterization. Acta Automatica Sinica, 24(3): 307 - 314, May 1998 (in Chinese)
Refereed Conference Publications:
- C. Yang, R. Duraiswami and L. Davis. Fast multiple object tracking via a hierarchical particle filter. To appear in ICCV, 2005.
- C. Yang, R. Duraiswami and L. Davis. Efficient Spatial-Feature Tracking via the Mean-Shift and a New Similarity Measure. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, CA, June 2005.
- C. Yang, R. Duraiswami and L. Davis. Efficient Kernel Machines Using the Improved Fast Gauss Transform. In Advances in Neural Information Processing Systems 16, 2004. (Spotlight, 8% acceptance rate)
- C. Yang, R. Duraiswami, N. Gumerov and L. Davis. Improved Fast Gauss Transform and Efficient Kernel Density Estimation, In IEEE International Conference on Computer Vision, pages 464-471, 2003.
- C. Yang, R. Duraiswami, D. DeMenthon and L. Davis. Mean-Shift Analysis Using Quasi-Newton Methods. In IEEE International Conference on Image Processing, pages 447 - 450, vol.3, 2003.
- C. Yang, R. Duraiswami and L. Davis. Near-Optimal Regularization Parameters for Applications in Computer Vision. In International Conference on Pattern Recognition, 569 - 573, vol.2, 2002.
- C. Yang, R. Duraiswami and L. Davis. Superresolution Using Preconditioned Conjugate Gradient Method. In IEEE International Conference on Image and Graphics, 2002.
- C. Yang and Z. Hu. Planar Conic based Camera Calibration. In International Conference on Pattern Recognition, pages 1555-1558, vol.1, 2000.
- J. Weng, W.S. Hwang, Y. Zhang, C. Yang, and R. Smith. Developmental humanoids: humanoids that develop skills automatically. In Proc. The First IEEE-RAS International Conference on Humanoid Robots, Boston, MA, September 7-8, 2000.
- C. Yang and Z. Hu. An Intrinsic Parameters Self-calibration Technique for Active Vision System. In International Conference on Pattern Recognition, pages 67-69, vol.1, 1998 (Oral presentation).
- C. Yang and X. Meng and Z. Hu. Energy Based Randomized Hough Transform. In International Conference on Signal Processing, pages 1117-1120, vol.2, 1998.
- Z. Hu, W. Wang, C. Yang and S. Ma. A Framework for the Design of New Line Parameterizations. In International Conference on Signal Processing, pages 863-866, vol.2, 1996.
Technical Reports and Other Publications:
- C. Yang, R. Duraiswami, and L. Davis. Mean shift tracking under the general
motion models. Submitted to ICCV, 2005.
- B. Han, C. Yang, R. Duraiswami and L. Davis. Bayesian Filtering and Integral Image for Visual Tracking. Invited to special session of Real-Time Object Tracking: Algorithms and Evaluation in Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), Montreux, Switzerland, 2005.
- C. Yang, R. Duraiswami, A. Elgammal and L. Davis. On-Line Kernel-Based Tracking in Joint Feature-Spatial Spaces. DEMO on IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004.
- C. Yang, R. Duraiswami, A. Elgammal and L. Davis. Real-Time Kernel-Based Tracking in Joint Feature-Spatial Spaces. Technical Report CS-TR-4567, Dept. of Computer Science, University of Maryland, College Park, 2004.
- C. Yang, R. Duraiswami and N. Gumerov. Improved Fast Gauss Transform. Technical Report CS-TR-4495, Dept. of Computer Science, University of Maryland, College Park, also submitted SIAM Sci. Comput. for publication, 2003.