Home   My Lab  Publication  Teaching  Reference
2005 ~ (Selected Publications)

  • Yen-Yu Lin, Jyun-Fan Tsai, and Tyng-Luh Liu. ¡§Efficient Discriminative Local Learning for Object Recognition,¡¨ Appeared in the 12th IEEE International Conference on Computer Vision, Kyoto, Japan, September 2009. (ICCV-2009)

  • Kai-Yueh Chang, Tyng-Luh Liu, and Shang-Hong Lai. ¡§Learning Partially-Observed Hidden Conditional Random Fields for Facial Expression Recognition,¡¨ Appeared in IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, Miami, FL, USA, June 2009. (CVPR-2009)

  • Yen-Yu Lin, Tyng-Luh Liu, and Chiou-Shann Fuh. ¡§Dimensionality Reduction for Data in Multiple Feature Representations,¡¨ Appeared in Advances in Neural Information Processing Systems 21, edited by D. Koller, Y. Bengio, D. Schuurmans, L. Bottou, and A. Culotta, pp. 961-968, MIT Press, Cambridge MA, 2009. (NIPS-2008)

  • Tien-Lung Chang, Tyng-Luh Liu, and Jen-Hui Chuang. ¡§Improving Local Learning for Object Categorization by Exploring the Effects of Ranking,¡¨ Appeared in IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, Anchorage, AK, USA, June 2008. (CVPR-2008)

  • Yen-Yu Lin, Tyng-Luh Liu, and Chiou-Shann Fuh. ¡§Local Ensemble Kernel Learning for Object Category Recognition,¡¨ Appeared in IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, Minneapolis, MN, USA, June 2007. (CVPR-2007, Oral)

  • Hwann-Tzong Chen, Tyng-Luh Liu, and Chiou-Shann Fuh. ¡§Segmenting Highly Articulated Video Objects with Weak-Prior Random Forests,¡¨ Appeared in 9th European Conference on Computer Vision, Lecture Notes in Computer Science 3954, pp. 373-385, Graz, Austria, May 2006. (ECCV-2006) (pdf, ps)

  • Tien-Lung Chang, Tyng-Luh Liu, and Jen-Hui Chuang. ¡§Direct Energy Minimization for Super-Resolution on Nonlinear Manifolds,¡¨ Appeared in 9th European Conference on Computer Vision, Lecture Notes in Computer Science 3954, pp. 281-294, Graz, Austria, May 2006. (ECCV-2006) (pdf, ps)

  • Hwann-Tzong Chen, Tyng-Luh Liu, and Chiou-Shann Fuh. ¡§Tone Reproduction: A Perspective from Luminance-Driven Perceptual Grouping,¡¨ International Journal of Computer Vision,  vol. 65, no. 1-2, pp. 73-96, November 2005. (IJCV)

  • Yen-Yu Lin, Tyng-Luh Liu, and Hwann-Tzong Chen. ¡§Semantic Manifold Learning for Image Retrieval,¡¨ Proceedings of the 13th Annual ACM International Conference on Multimedia, pp. 249-258, Singapore, November 2005 (ACM MM-2005, Best Student Papers Session) (pdf, ps)

  • Hwann-Tzong Chen, Tyng-Luh Liu, and Chiou-Shann Fuh. ¡§Learning Effective Image Metrics from Few Pairwise Examples,¡¨ Appeared in the 10th IEEE International Conference on Computer Vision, vol. 2, pp. 1371-1378, Beijing, China, October 2005. (ICCV-2005) (pdf, ps)

  • Hwann-Tzong Chen, Huang-Wei Chang, and Tyng-Luh Liu. ¡§Local Discriminant Embedding and Its Variants,¡¨ Appeared in IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, vol. 2, pp. 846-853, San Diego, CA, USA, June 2005. (CVPR-2005, Oral) (pdf, ps)

  • Yen-Yu Lin and Tyng-Luh Liu. ¡§Robust Face Detection with Multi-Class Boosting,¡¨ Appeared in IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, vol. 1, pp. 679-686, San Diego, CA, USA, June 2005. (CVPR-2005) (pdf, ps)

  • Hwann-Tzong Chen, Tyng-Luh Liu, and Tien-Lung Chang. ¡§Tone Reproduction: A Perspective from Luminance-Driven Perceptual Grouping,¡¨ Appeared in IEEE Computer Society International Conference on Computer Vision and Pattern Recognition, vol. 2, pp. 369-376, San Diego, CA, USA, June 2005. (CVPR-2005) (pdf, ps)


Previous ~ 2004 (Selected Publications)

  • Tyng-Luh Liu and Hwann-Tzong Chen. ¡§Real-Time Tracking Using Trust-Region Methods,¡¨ IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 26, no. 3, pp. 397-402, March 2004. (PAMI) (pdf, ps)     

  • Yen-Yu Lin, Tyng-Luh Liu, and Chiou-Shann Fuh. ¡§Fast Object Detection with Occlusions,¡¨ Appeared in 8th European Conference on Computer Vision, Lecture Notes in Computer Science 3021, pp. 402-413,  Prague, Czech Republic, May 2004. (ECCV-2004) (pdf, ps)

  • Davi Geiger, Tyng-Luh Liu, and Robert V. Kohn. ¡§Representation and Self-Similarity of Shapes,¡¨ IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 25, no. 1, pp. 86-99, January 2003. (PAMI) (pdf, ps)

  • Hwann-Tzong Chen, Horng-Horng Lin, and Tyng-Luh Liu. ¡§Multi-Object Tracking Using Dynamical Graph Matching,¡¨ Appeared in IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 2, pp. 210-217, Kauai, Hawaii, December 2001. (CVPR-2001) (pdf, ps)

  • Hwann-Tzong Chen and Tyng-Luh Liu. ¡§Trust-Region Methods for Real-Time Tracking,¡¨ Appeared in 8th International Conference on Computer Vision, vol. 2, pp. 717-722, Vancouver, Canada, July 2001. (ICCV-2001) (pdf, ps)

  • Davi Geiger, Tyng-Luh Liu, and Michael J. Donahue. ¡§Sparse Representations for Image Decompositions,¡¨ International Journal of Computer Vision, vol. 33(2), pp. 139-156, September 1999. (IJCV) (pdf, ps)

  • Tyng-Luh Liu and Davi Geiger. ¡§Approximate Tree Matching and Shape Similarity,¡¨ Appeared in 7th International Conference on Computer Vision, pp. 456-462, Kerkyra, Greece, September 1999. (ICCV-1999)  (pdf, ps)

  • Tyng-Luh Liu, Davi Geiger, and Robert V. Kohn. ¡§Representation and Self-Similarity of Shapes,¡¨ Appeared in 6th  International Conference on Computer Vision, pp. 1129-1135, Bombay, India, January 1998. (ICCV-1998) (pdf, ps)

  • Mike Donahue, Davi Geiger, Robert Hummel, and Tyng-Luh Liu. ¡§Sparse Representations for Image Decomposition with Occlusions,¡¨ Appeared in Proc. Computer Vision and Pattern Recognition, pp. 7-12, San Francisco, 1996. (CVPR-1996, Oral)

  • Tyng-Luh Liu, Mike Donahue, Davi Geiger, and Robert Hummel. ¡§Image Recognition with Occlusions,¡¨ Appeared in Proc. 4th European Conf. on Computer Vision, Lecture Notes in Computer Science 1064, pp. 556-565, Cambridge, UK, 1996. (ECCV-1996) (pdf, ps)


Other Publications

  • Horng-Horng Lin, Tyng-Luh Liu, and Jen-Hui Chuang. ¡§Learning a Scene Background Model via Classification,¡¨ Appeared in IEEE Transactions on Signal Processing, Vol. 57, No. 5, pp. 1641-1654, May 2009. (TSP)

  • Hwann-Tzong Chen and Tyng-Luh Liu. ¡§Finding Familiar Objects and Their Depth from a Single Image,¡¨ Appeared in IEEE International Conference on Image Processing, San Antonio, Texas, USA, September 2007. (ICIP-2007)

  • Yen-Yu Lin and Tyng-Luh Liu. ¡§Shape Recognition Using Fast Boosted Filtering,¡¨ Appeared in IEEE International Conference on Image Processing, Genova, Italy, September 2005. (ICIP-2005)

  • Hwann-Tzong Chen, Tyng-Luh Liu, and Chiou-Shann Fuh. ¡§Probabilistic Tracking with Adaptive Feature Selection,¡¨ Appeared in 17th International Conference on Pattern Recognition, Cambridge, UK, August 2004. (ICPR-2004) (pdf, ps)

  • Tien-Lung Chang and Tyng-Luh Liu. ¡§Detecting Deformable Objects with Flexible Shape Priors,¡¨ Appeared in 17th International Conference on Pattern Recognition, Cambridge, UK, August 2004. (ICPR-2004) (pdf, ps)

  • Hwann-Tzong Chen, Tyng-Luh Liu, and Chiou-Shann Fuh. ¡§On the Distribution-Based Tracking Systems,¡¨ IEEE International Conference on Networking, Sensing and Control, March 2004. (invited paper)

  • Horng-Horng Lin, Tyng-Luh Liu, and Jen-Hui Chuang. ¡§A Probabilistic SVM Approach for Background Scene Initialization,¡¨ Appeared in IEEE International Conference on Image Processing, Rochester, New York, September 2002. (ICIP-2002)

  • Hwann-Tzong Chen and Tyng-Luh Liu. ¡§Probabilistic Tracking with Optimal Scale and Orientation Selection,¡¨ Appeared in 16th International Conference on Pattern Recognition, Quebec, Canada, August 2002. (ICPR-2002) (pdf, ps)

  • Tyng-Luh Liu and Hwann-Tzong Chen. ¡§A Variational Approach for Digital Watermarking ,¡¨ Appeared in the 2000 International Conference on Image Processing, Vancouver, Canada, September 2000. (ICIP-2000)

  • Tyng-Luh Liu. ¡§A Generalized Shape-Axis Model for Planar Shapes,¡¨ Appeared in 15th International Conference on Pattern Recognition, Barcelona, Spain, September 2000. (ICPR-2000) (pdf, ps)

  • Tyng-Luh Liu, Davi Geiger, and Alan Yuille. ¡§Segmenting by Seeking the Symmetry Axis,¡¨ Appeared in 14th International Conference on Pattern Recognition, pp. 994-998, Brisbane, Australia, August 1998. (ICPR-1998) (pdf, ps)

  • Tyng-Luh Liu and Davi Geiger. ¡§Visual Deconstruction: Recognizing Articulated Objects,¡¨ Appeared in International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, Lecture Notes in Computer Science 1223, pp. 295-309, Venice, Italy, 1997. (EMMCVPR-1997)

  • Davi Geiger and Tyng-Luh Liu. ¡§Recognizing Articulated Objects with Information Theoretic Methods,¡¨ Appeared in Proc. 2nd International Conference on Automatic Face and Gesture Recognition, pp. 45-50, Killington, Vermont, 1996. (FG-1996)

¡@