Projects:
- 2011 - 2015, ECL, Visen — tagging the visual content with semantic labels
- 2017 - 2018, ECL, Pikaflex — picking and kitting objects with an automatic robot grasp system
- 2018- 2019, INRIA, SafeCity— video understanding and surveillance system applying in key sites within different cities of France
- 2020, Uiniversity of Reims, Schedar -- Safeguarding the Cultural HEritage of Dance through Augmented Reality
Publications
Conferences
Point in, Box out: Beyond Counting Persons in Crowds.
Yuting liu, Miaojing Shi, Qijun Zhao, Xiaofang Wang.
IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'2019), Link
Developmental Bayesian Optimization of Black-Box with Visual Similarity-Based Transfer Learning.
Maxime Petit, Amaury Depierre, Xiaofang Wang, Emmanuel Dellandrea, and Liming Chen.
IEEE International Conference on Development and Learning (ICDL) and the International Conference on Epigenetic Robotics (EpiRob), 2018, Tokyo. PDF
Fusing Generic Objectness and Deformable Part-based Models for Weakly Supervised Object Detection [pdf]
Yuxing Tang, Xiaofang Wang, Emmanuel Dellandréa, Simon Masnou, Liming Chen
IEEE International Conference on Image Processing (ICIP), Paris, 2014. (Top 10%)
A graph-cut approach to image segmentation using an affinity graph based on ℓ0-sparse representation of features [pdf]
Xiaofang Wang, Huibin Li and Charles-edmond Bichot and, Simon Masnou, Liming Chen
IEEE International Conference on Image Processing (ICIP), 2013. (Top 10%)
Graph-based image segmentation using weighted color patch [pdf]
Xiaofang Wang and Chao Zhu and Charles-edmond Bichot and, Simon Masnou
IEEE International Conference on Image Processing (ICIP), 2013.
Sparse Coding and Mid-Level Superpixel-Feature for ℓ0-Graph Based Unsupervised Image Segmentation[pdf]
Xiaofang Wang, Huibin Li, Simon Masnou, Liming Chen
Computer Analysis of Images and Patterns. Springer Berlin Heidelberg (CAIP), 2013.
An improved non-local cost aggregation method for stereo matching based on color and boundary cue [PDF]
Dongming Chen, Mohsen Ardabilian, Xiaofang Wang, Liming Chen
IEEE International Conference on Multimedia and Expo (ICME), 2013.
Research advances and prospects of mathematical morphology in image processing
Zijuan Yu, Yuqian Zhao, Xiaofang Wang
IEEE Conference on Cybernetics and Intelligent Systems (pp. 1242-1247). 2008
Journals
Discriminative and geometry aware unsupervised domain adaptation.
Lingkun Luo, Liming Chen, Shiqiang Hu, Ying Lu, Xiaofang Wang
Submitted to IEEE Transactions on Cybernetics (TCYB), Link
Accpeted 2019
Visual and Semantic Knowledge Transfer for Large Scale Semi-Supervised Object Detection
Yuxing Tang, Josiah Wang, Xiaofang Wang, Boyang Gao, Emmanuel Dellandrea,and Liming Chen.
IEEE transactions on pattern analysis and machine intelligence (T-PAMI), 2018, vol. 40, no 12, p. 3045-3058. Link
A Global/Local Affinity Graph for Image Segmentation [link]
Xiaofang Wang, Yuxing Tang, Simon Masnou, Liming Chen
IEEE Transactions on Image Processing (TIP), vol. 24(4), pp.1399-1411, 2015
Weakly Supervised Learning of Deformable Part-Based Models for Object Detection via Region Proposals [pdf]
Yuxing Tang, Xiaofang Wang, Emmanuel Dellandréa, Liming Chen
IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers (TMM),vol.19(2), pp. 393-407,2016
Active Colloids Segmentation and Tracking [PDF]
Xiaofang Wang, Boyang Gao, Simon Masnou, Liming Chen, et.al.
Pattern Recognition (PR) vol.60, pp. 177-188, 2016
Retinal vessels segmentation based on level set and region growing [PDF]
Yu Qian Zhao and Xiao Hong Wang and Xiaofang Wang, and Frank Y Shih.
Pattern Recognition (PR) vol.47(7), pp. 2437-2446,2014
A Unified Framework for Interactive Image Segmentation via Fisher Rules.
Lingkun Luo, Xiaofang Wang, Shiqiang Hu, Xing Hu, Huanlong Zhang,Yaohua Liu
The Visual Computing, 2018 Link
Interactive image segmentation based on samples reconstruction and FLDA.
Lingkun Luo, Xiaofang Wang, Shiqiang Hu, Xin Hu, Liming Chen
Journal of Visual Communication and Image Representation 43 (2017): 138-151. Link
Level-set Method Based On Global and Local Regions For Image Segmentation [PDF]
Yuqian Zhao, Xiaofang Wang, Frank Y.Shih, Gang Yu
International Journal of Pattern Recognition and Artificial Intelligence, vol. 26(01), 2013.
