Associate Research Fellow  |  Liu, Tyng-Luh       Publications   1. Yen-Yu Lin, Tyng-Luh Liu, and Chiou-Shann Fuh, "Dimensionality Reduction for Data in Multiple Feature Representations," Twenty-Second Annual Conference on Neural Information Processing Systems, December 2008, (NIPS 2008) 2. Tien-Lung Chang, Tyng-Luh Liu, and Jen-Hui Chuang, "Improving Local Learning for Object Categorization by Exploring the Effects of Ranking," IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, June 2008, (CVPR 2008) 3. Yen-Yu Lin, Tyng-Luh Liu, and Chiou-Shann Fuh, "Local Ensemble Kernel Learning for Object Category Recognition," IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, June 2007, (CVPR 2007) 4. Hwann-Tzong Chen, Tyng-Luh Liu, and Chiou-Shann Fuh, "Segmenting Highly Articulated Video Objects with Weak-Prior Random Forests," 9th European Conference on Computer Vision, Lecture Notes in Computer Science, 3954, Springer, pages pp. 375-385, May 2006, (ECCV 2006) ::: 5. Tien-Lung Chang, Tyng-Luh Liu, and Jen-Hui Chuang, "Direct Energy Minimization for Super-Resolution on Nonlinear Manifolds," 9th European Conference on Computer Vision, Lecture Notes in Computer Science, 3954, Springer, pages pp. 281-294, May 2006, (ECCV 2006) ::: 6. Yen-Yu Lin, Tyng-Luh Liu, and Hwann-Tzong Chen, "Semantic Manifold Learning for Image Retrieval," ACM Multimedia, November 2005, (MM 2005) ::: 7. Hwann-Tzong Chen, Tyng-Luh Liu, and Chiou-Shann Fuh, "Tone Reproduction: A Perspective from Luminance-Driven Perceptual Grouping," International Journal of Computer Vision, volume 65, number 1-2, pages 73--96, November 2005, (IJCV) 8. Hwann-Tzong Chen, Tyng-Luh Liu, and Chiou-Shann Fuh, "Learning Effective Image Metrics from Few Pairwise Examples," 10th IEEE International Conference on Computer Vision, October 2005, (ICCV 2005) ::: 9. Yen-Yu Lin and Tyng-Luh Liu, "Robust Face Detection with Multi-Class Boosting," IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, volume 1, pages 679-686, June 2005, (CVPR 2005) ::: 10. Hwann-Tzong Chen, Tyng-Luh Liu, and Tien-Lung Chang, "Tone Reproduction: A Perspective from Luminance-Driven Perceptual Grouping," IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, volume 2, pages 369-376, June 2005, (CVPR 2005) ::: 11. Hwann-Tzong Chen, Huang-Wei Chang, and Tyng-Luh Liu, "Local Discriminant Embedding and Its Variants," IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, volume 2, pages 846-853, San Diego, CA, USA, June 2005, (CVPR 2005) ::: 12. Yen-Yu Lin, Tyng-Luh Liu, and Chiou-Shann Fuh, "Fast Object Detection with Occlusions," 8th European Conference on Computer Vision, Lecture Notes in Computer Science 3021, pages 402-413, Prague, Czech Republic, May 2004, (ECCV 2004) ::: 13. Tyng-Luh Liu and Hwann-Tzong Chen, "Real-Time Tracking Using Trust-Region Methods," IEEE Transactions Pattern Analysis and Machine Intelligence, volume 26, number 3, pages 397-402, March 2004, (TPAMI) 14. Davi Geiger, Tyng-Luh Liu, and Robert V. Kohn, "Representation and Self-Similarity of Shapes," IEEE Transactions Pattern Analysis and Machine Intelligence, volume 25, number 1, pages 86-99, January 2003, (TPAMI) 15. Hwann-Tzong Chen, Horng-Horng Lin and Tyng-Luh Liu, "Multi-Object Tracking Using Dynamical Graph Matching," IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Kauai, Hawaii, December 2001, (CVPR 2001) ::: 16. Hwann-Tzong Chen and Tyng-Luh Liu, "Trust-Region Methods for Real-Time Tracking," 8th International Conference on Computer Vision, volume 2, pages 717-722, Vancouver, Canada, July 2001, (ICCV2001) ::: 17. Davi Geiger, Tyng-Luh Liu and Michael J. Donahue, "Sparse Representations for Image Decompositions," International Journal of Computer Vision, volume 33, number 2, pages 139-156, September 1999, (IJCV) 18. Tyng-Luh Liu and Davi Geiger, "Approximate Tree Matching and Shape Similarity," 7th International Conference on Computer Vision, pages 456-462, Kerkyra, Greece, September 1999, (ICCV 1999) ::: 19. Tyng-Luh Liu, Davi Geiger and Robert V. Kohn, "Representation and Self-Similarity of Shapes," International Conference on Computer Vision, pages 1129-1135, Bombay, India, January 1998, (ICCV 1998) ::: 20. Mike Donahue, Davi Geiger, Robert Hummel and Tyng-Luh Liu, "Sparse Representations for Image Decomposition with Occlusions," Proc. Computer Vision and Pattern Recognition, pages 7-12, San Francisco, 1996, (CVPR 1996) 21. Tyng-Luh Liu, Mike Donahue, Davi Geiger and Robert Hummel, "Image Recognition with Occlusions," Proc. 4th European Conf. on Computer Vision, Lecture Notes in Computer Science, 1064, pages 556-565, London, 1996, (ECCV 1996)