2012

  1. Yuntao Qian, Minchao Ye, and Jun Zhou. "Hyperspectral Image Classification Based on Structured Sparse Logistic Regression and 3D Wavelet Texture Features", Accepted by the IEEE Transactions on Geoscience and Remote Sensing, 2012.

  2. Huigang Zhang, Xiao Bai, Huaxin Zheng, Huijie Zhao, Jun Zhou, Jian Cheng and Hanqing Lu. "Hierarchical remote sensing image analysis via graph Laplacian energy", Accepted by the IEEE Geoscience and Remote Sensing Letters, 2012.

  3. Huigang Zhang, Junxiu Wang, Xiao Bai, Jun Zhou, Jian Cheng, Huijie Zhao. "Object detection via foreground contour feature selection and part-based shape model". Accepted by the 21st International Conference on Pattern Recognition (ICPR'12), Tsukuba Science City, Japan, 2012.

  4. Zhichun Fu, Jun Zhou, Peter Christen and Mac Boot. "Multiple Instance Learning for Group Record Linkage". Proceedings of the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'12), Kuala Lumpur, Malaysia, 2012.

2011

  1. Haifeng Zhao, Antonio Robles-Kelly, and Jun Zhou. "On the Use of the Chi-squared Distance for the Structured Learning of Graph Embeddings". Proceedings of the Digital Image Computing: Techniques and Applications (DICTA'11), Noosa, Australia, 2011. PDF

  2. Lin Gu, Cong Huyhn, Antonio Robles-Kelly, and Jun Zhou. "Material-Specific User Colour Profiles from Imaging Spectroscopy Data". Proceedings of the 13th International Conference on Computer Vision (ICCV'11), Barcelona, Spain, 2011. PDF

  3. Yuntao Qian, Sen Jia, Jun Zhou, Antonio Robles-Kelly. "Hyperspectral Unmixing Via L-1/2 Sparsity-constrained Nonnegative Matrix Factorization". IEEE Transactions on Geoscience and Remote Sensing, Vol. 49, No. 11, pages 4282-4297, 2011. PDF

  4. Yuntao Qian, Jun Zhou, Minchao Ye, Qi Wang. "Structured sparse model based feature selection and classification for Hyperspectral imagery". Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS'11), pages 1771 - 1774, Vancouver, Canada, 2011. PDF

  5. Pattaraporn Khuwuthyakorn, Antonio Robles-Kelly, Jun Zhou. "Affine invariant hyperspectral image descriptors based upon harmonic analysis". in Machine Vision Beyond the Visible Spectrum, Edited by Riad Hammoud, Guoliang Fan, Robert McMillan, and Katsushi Ikeuchi, Springer, 2011. PDF

  6. Haifeng Zhao, Antonio Robles-Kelly, Jun Zhou, Jianfeng Lu, and Jing-Yu Yang. "Graph Attribute Embedding via Riemannian Submersion Learning". Computer Vision and Image Understanding, Vol. 115, No. 7, pages 962-975, 2011. PDF

  7. Zhouyu Fu, Antonio Robles-Kelly, Jun Zhou. "MILIS: Multiple Instance Learning with Instance Selection". IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 33, No. 5, pages 958-977, 2011. PDF

  8. Jun Zhou, Zhouyu Fu, Antonio Robles-Kelly. "A Structured Learning Approach to Image Descriptor Combination". IET Computer Vision, Vol. 4, No. 2, pages 134-142, 2011. PDF

2010

  1. Zhouyu Fu, Antonio Robles-Kelly, Jun Zhou. "Mixing Linear SVMs for Nonlinear Classification". IEEE Transactions on Neural Networks, Vol. 21, No. 12, pages 1963-1975, 2010. PDF

  2. Yuntao Qian, Sen Jia, Jun Zhou, Antonio Robles-Kelly. "L1/2 Sparsity Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing". Proceedings of Digital Image Computing: Techniques and Applications (DICTA'10), pages 447-453, Sydney, Australia, 2010. PDF

  3. Pattaraporn Khuwuthyakorn, Antonio Robles-Kelly, Jun Zhou. "Object of Interest Detection by Saliency Learning". Proceedings of the 11th European Conference on Computer Vision (ECCV'10), pages 636-649, Crete, Greece, 2010. PDF

  4. Mahmudul Hasan, Antonio Robles-Kelly, Jun Zhou, Xiuping Jia, and Mark R. Pickering. "Registration of Hyperspectral and Trichromatic Images via Cross Cumulative Residual Entropy Maximisation". Proceedings of the 2010 International Conference on Image Processing (ICIP'10), pages 2329-2332, Hongkong, China, 2010. PDF

  5. Haifeng Zhao, Jun Zhou and Antonio Robles-Kelly. "A structured learning approach to attributed graph embedding". Proceedings of the 13th International Workshop on Structural nd Syntactic Pattern Recognition (SSPR'10), pages 70-79, Cesme, Izmir, Turkey, 2010. PDF

  6. Jun Zhou and Antonio Robles-Kelly. "Image Inpainting Based on Local Optimisation". Proceedings of the 20th International Conference on Pattern Recognition (ICPR'10), pages 4440-4443, Istanbul, Turkey, 2010. PDF

  7. Mahmudul Hasan, Xiuping Jia, Antonio Robles-Kelly, Jun Zhou, and Mark R. Pickering. "Multi-spectral remote sensing image registration via spatial relationship analysis on SIFT keypoints". Proceedings of the IEEE International Geoscience & Remote Sensing Symposium (IGARSS'10), pages 1011 - 1014 Hawaii, 2010. PDF

2009

  1. Jun Zhou, Zhouyu Fu, and Antonio Robles-kelly. "Learning the Optimal Transformation of Salient Features for Image Classification". Proceedings of the Digital Image Computing: Techniques and Applications (DICTA'09), pages 125-131, Melbourne, Australia, 2009. PDF

  2. Haifeng Zhao, Jun Zhou, Antonio Robles-Kelly, Jianfeng Lu, Jing-Yu Yang. "Automatic Detection of Defective Zebrafish Embryos via Shape Analysis". Proceedings of the Digital Image Computing: Techniques and Applications (DICTA'09), pages 431-438, Melbourne, Australia, 2009. PDF

  3. Quang Nguyen, Antonio Robles-Kelly, and Jun Zhou. "A Graph-based Feature Combination Approach to Object Tracking". Proceedings of The Ninth Asian Conference on Computer Vision (ACCV'09), pages 224-235, Xi'an, China, 2009. PDF

  4. Jun Zhou, Li Cheng, and Walter F. Bischof. "Spatial-Temporal Modeling of Interactive Image Interpretation". Spatial Vision, Vol. 22, No. 5, pages 455-472, 2009. PDF

  5. Pattaraporn Khuwuthyakorn, Antonio Robles-Kelly, Jun Zhou. "An affine Invariant Hyperspectral Texture Descriptor Based Upon Heavy-tailed Distributions and Fourier Analysis". Proceedings of the 6th IEEE Workshop on Object Tracking and Classification Beyond and in the Visible Spectrum (OTCBVS'09), pages 112-119, Miami, FL, 2009. (Best Paper Award) PDF

2008

  1. Jun Zhou, Li Cheng, and Walter F. Bischof. "Prediction and Change Detection In Sequential Data for Interactive Applications". Proceedings of the 23rd AAAI Conference on Artificial Intelligence (AAAI'08), pages 805-810, Chicago, IL, 2009. PDF

  2. Jun Zhou and Antonio Robles-Kelly. "A Quasi-random Sampling Approach to Image Retrieval". Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR'08), pages 1-8, Anchorage, AK, 2008. PDF

  3. Pattaraporn Khuwuthyakorn, Antonio Robles-Kelly, Jun Zhou. "Texture Descriptors via Stable Distributions". Proceedings of the Ditigal Image Computing: Techniques and Applications (DICTA'08), pages 214-219, Canberra, Australia, 2008. PDF

  4. Jyun-Hao Huang, Ali Zia, Jun Zhou, and Antonio Robles-Kelly. "Content-based Image Retrieval via Subspace-projected Salient Features". Proceedings of the Ditigal Image Computing: Techniques and Applications (DICTA'08), pages 593-599, Canberra, Australia, 2008. PDF

2007

  1. Jun Zhou, Li Cheng, and Walter F. Bischof. "Online learning with novelty detection in human-guided road tracking". IEEE Transactions on Geoscience & Remote Sensing, Vol. 45(12), pages 3967-3977 2007. PDF

  2. Jun Zhou, Li Cheng, Terry Caelli, and Walter F. Bischof. "Influence of human inputs on semi-automatic image interpretation". Proceedings of the 12th International Conference on Human-Computer Interaction (HCII'07), pages 1028-1034, Beijing, China, 2008. PDF

2006

  1. Jun Zhou, Walter F. Bischof, and Terry Caelli. "Road tracking in aerial images based on human-computer interaction and Bayesian filtering". ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 61(2), pages 108-124, 2006. PDF

  2. Jun Zhou, Walter F. Bischof, and Arturo Sanchez-Azofeifa. "Extracting lines in noisy image using directional information". Proceedings of the 18th International Conference on Pattern Recognition (ICPR'06), Vol. 2, pages 215-218, Hongkong, China, 2006. PDF

  3. Jun Zhou, Li Cheng, and Walter F. Bischof. "A novel learning approach for semi-automatic road tracking". Proceedings of the 4th International Workshop on Pattern Recognition in Remote Sensing (PRRS'06), pages 61-64, Hong Kong, China, 2006. PDF

2005

  1. Jun Zhou, Walter F. Bischof, and Terry Caelli. "Robust and efficient road tracking in aerial images". Proceedings of the Joint Workshop of ISPRS and DAGM (CMRT'05) on Object Extraction for 3D City Models, Road Databases and Traffic Monitoring - Concepts, Algorithms and Evaluation, pages 35-40, Vienna, Austria, 2005. PDF

  2. Jun Zhou, Walter F. Bischof, and Terry Caelli. "Human-computer interaction in map revision systems". Proceedings of the 11th International Conference on Human-Computer Interaction (HCII'05), Volume 3, Las Vegas, Nevada, 2005. PDF

2004

  1. Jun Zhou, Walter F. Bischof, and Terry Caelli. "Understanding human-computer interactions in map revision". Proceedings of the 10th International Workshop on Structural and Syntactic Pattern Recognition (SSPR'04), pages 287-295, Lisbon, Portugal, 2004. PDF

2001

  1. Jun Zhou, Ching Y. Suen, and Ke Liu. "A feedback-based approach for segmenting handwritten legal amounts on bank cheques". Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR'01), pages 887-891, Seattle, WA, 2001. PDF

Other

  1. Jun Zhou. "A human-computer interaction framework for image interpretation in cartographic map revision". PhD Thesis, Department of Computing Science, University of Alberta, Edmonton, Canada, 2006. PDF

  2. Jun Zhou. "Segmentation of legal amounts on bank cheques". MS Thesis, Department of Computer Science, Concordia University, Montreal, Canada, 2001. PDF