Journals:
Jun Zhou, L. Cheng, and Walter F. Bischof
``Online
Learning with Novelty Detection in Human-guided Road
Tracking",
IEEE Transactions on Geoscience and Remote Sensing, Vol. 45(12), pp.
3967-3977,
2007.
L. Cheng and T. Caelli
``Bayesian
stereo matching",
Computer Vision and Image Understanding
(CVIU), Vol.106 (1), pp. 85--96, 2007.
L. Cheng, T. Caelli and A. Sanchez-Azofeifa
``Component
Optimization for Image Understanding: a Bayesian Approach",
IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol.28
(5), pp. 684--693, 2006.
T. Caelli, L. Cheng, and Q. Fang
``Bayesian
Image Understanding: From Images to Virtual Forests",
International Journal of Robotics and Automation (IJRA), Vol.20 (1),
pp. 14-25, 2005.
Conferences:
J. Zhou, L. Cheng, W. Bischof,
``Prediction and Change
Detection In Sequential Data for Interactive
Applications",
National Conference on Artificial Intelligence
(AAAI) 2008.
L. Cheng, SVN Vishwanathan, Xinhua Zhang,
``Consistent Image Analogies
using Semi-supervised Learning",
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2008.
Qinfeng Shi, Li Wang, Li Cheng, A. J. Smola,
``Discriminative Human
Action Segmentation and Recognition using
Semi-Markov Model", (webpage)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2008.
T. S. Caetano, L. Cheng, Q. V. Le, and A. J. Smola
``Learning Graph Matching",
International Conference on Computer Vision (ICCV) 2007.
L. Cheng and SVN Vishwanathan
``Learning to Compress Images and
Videos",
International Conference of Machine Learning (ICML) 2007.
Jun Zhou, L. Cheng, Terry Caelli, and Walter F. Bischof
``Influence of Human Inputs on Semi-automatic Image Interpretation",
International Conference on Human-Computer Interaction (HCII) 2007.
L. Cheng, SVN Vishwanathan, D. Schuurmans, S. Wang and Terry
Caelli
``Implicit Online
Learning with Kernels",
Neural Information Processing Systems (NIPS) 2006.
S. Wang, S. Wang, L. Cheng, R. Greiner and D. Schuurmans
``Stochastic Analysis of
Lexical and Semantic for Enhanced Structural
Language Model','
International Colloquium on Grammatical Inference (ICGI) 2006.
L. Cheng, S. Wang, D. Schuurmans, T. Caelli and S. Vishwanathan
``An Online
Discriminative Approach to Background Subtraction",
IEEE international conference on advanced video and signal based
surveillance (AVSS) 2006.
Jun Zhou, L. Cheng, and Walter F. Bischof
``A Novel Learning Approach for Semi-automatic Road Tracking",
International Workshop on Pattern Recognition in Remote Sensing (PRRS)
2006.
L. Cheng, F. Jiao, D. Schuurmans and S. Wang
``Variational Bayesian Image
Modelling",
International Conference of Machine Learning (ICML) 2005.
S. Wang, S. Wang, R. Greiner, D. Schuurmans and L. Cheng
``Exploiting Syntactic,
Semantic and Lexical Regularities
in Language Modeling via Directed Markov Random Fields",
International Conference of Machine Learning (ICML) 2005.
L. Cheng and T. Caelli
``Forestry
Scene Geometry Estimation via Statistical Learning",
CVPR Workshop on Learning in Computer Vision and Pattern Recognition
(LCVPR) 2004.
L. Cheng and T. Caelli
``Bayesian
Stereo Matching",
CVPR Workshop on Generative Model Based Vision (GMBV) 2004.
L. Cheng and T. Caelli
``Doubly-MRF
Stereo Matching",
IEEE International Conference on Acoustics, Speech and Signal
Processing (ICASSP) 2003.
L. Cheng and T. Caelli
``Unsupervised Image Segmentation: A Bayesian Approach",
International Conference on Vision Interface 2003.
T. Caelli, L. Cheng and Qiongyan Fang
``A Bayesian Approach to Image Understanding: From Images to Virtual
Forests",
International Conference on Vision Interface 2003.
L. Cheng and T. Caelli
``A
Trainable Hierarchical Hidden Markov Tree Model for color image
Annotation",
International conference on Pattern Recognition (ICPR) 2002