Dr Jun Zhou
PhD Computing Science
Adjunct Visiting Fellow
ANU College of Engineering, Computing and Cybernetics
T:
61 7 37355015
Areas of expertise
- Computer Vision 080104
- Image Processing 080106
- Pattern Recognition And Data Mining 080109
Available student projects
Interactive Image Annotation - Keywords: image annotation, human-computer interaction, online learning
Computational Illumination from Spectral Imaging - Keywords: spectral imaging, computational photography, computer vision, pattern recognition
Feature Extraction in Hyperspectral Images - Keywords: Hyperspectral imaging, feature extraction, computer vision, pattern recognition, machine learning
Publications
- Fu, Z, Zhou, J, Christen, P, and Boot, M 2012, 'Multiple Instance Learning for Group Record Linkage', 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Springer LNAI.
- Fu, Z, Robles-Kelly, A, Zhou, J 2011. "MILIS: Multiple Instance Learning with Instance Selection". IEEE Transactions on Pattern Analysis and Machine Intelligence , Vol. 33, No. 5, pages 958-977.
- Zhao, H, Robles-Kelly, A, Zhou, J et al 2011, 'Graph attribute embedding via Riemannian submersion learning', Computer Vision and Image Understanding, vol. 115, no. 7, pp. 962-975.
- Zhou, J, Fu, Z & Robles-Kelly, A 2011, 'Structured learning approach to image descriptor combination', IET Computer Vision, vol. 5, no. 2, pp. 134 - 142.
- Fu, Z, Robles-Kelly, A & Zhou, J 2010, 'Mixing Linear SVMs for Nonlinear Classification', IEEE Transactions on Neural Networks, vol. 21, no. 12, pp. 1963-1975.
- Khuwuthyakorn, P, Robles-Kelly, A & Zhou, J 2010, 'Object of Interest Detection by Saliency Learning', European Conference on Computer Vision (ECCV 2010), ed. K. Daniilidis, P. Maragos, N. Paragios, Springer, Berlin, Heidelberg, pp. 636-649.
- Zhou, J, Cheng, L & Bischof, W 2009, 'Spatial-temporal modeling of interactive image interpretation', Spatial Vision, vol. 22, no. 5, pp. 455-472.
- Zhou, J, Cheng, L & Bischof, W 2008, 'Prediction and change detection in sequential data for interactive applications', National Conference on Artificial Intelligence (AAAI 2008), ed. D. Fox, C.P. Gomes, AAAI Press, Menlo Park, California USA.
- Zhou, J & Robles-Kelly, A 2008, 'A Quasi-random Sampling Approach to Image Retrieval', IEEE Conference on Computer Vision and Pattern Recognition (CVPR'08), pages 1-8, Anchorage, AK, 2008.
- Zhou, J, Cheng, L & Bischof, W 2007, 'Online learning with novelty detection in human-guided road tracking', IEEE Transactions on Geoscience and Remote Sensing, vol. 45, no. 12, pp. 3967-3977.
