Xuming He

Senior Research Scientist Computer Vision Research Group, Data61, CSIRO Honorary Senior Lecturer College of Electrical & Computer Science, ANU Address 7 London Circuit, Tower A, Level 1 (L1-23) Canberra, ACT 2601, Australia Contact Phone: +61 2 62183782 Email: fname dot lname at anu

News

• [11/2016] Congratulations to Buyu Liu and Tao Wang for successfully completing their PhDs.

• [08/2016] Two papers on object segmentation/representation accepted in ACCV 16.

• [07/2016] Two papers on scene parsing accepted in ECCV 16.

• [03/2016] One paper on object proposal generation accepted in CVPR 16.

Research Interest

• Image parsing and semantic segmentation

• 3D object and scene representations

• Learning and inference in undirected graphical models

• Understanding human vision system

• Image, language and knowledge representation

Selected Publications

• Buyu Liu, Xuming He, Multiclass Semantic Video Segmentation With Object-Level Active Inference, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015 [pdf] [suppl zip]

• Xuming He, Stephen Gould, An Exemplar-based CRF for Multi-instance Object Segmentation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014 [pdf]

• Yansheng Ming, Hongdong Li, Xuming He, Connected Contours: a Contour Completion Model That Respects Closure-Effect, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012 [pdf]

• Shuang Wu, Xuming He, Hongjing Lu, and Alan Yuille, A Unified Model of Short-range and Long-range Motion Perception, Annual Conference on Neural Information Processing Systems (NIPS), 2010, Vancouver, Canada [pdf]

• Xuming He, and Richard S. Zemel, Learning Hybrid Models for Image Annotation with Partially Labeled Data, Annual Conference on Neural Information Processing Systems (NIPS), 2008 [pdf]

• Xuming He, Richard Zemel, and Miguel Carreira-Perpinan, Multiscale Conditional Random Fields for Image Labelling, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2004 [pdf]