Multi-instance object segmentation with occlusion handling

作者: Yi-Ting Chen , Xiaokai Liu , Ming-Hsuan Yang

DOI: 10.1109/CVPR.2015.7298969

关键词: Segmentation-based object categorizationSegmentationOcclusionPascal (programming language)Energy minimizationPattern recognitionArtificial intelligenceScale-space segmentationCategory specificComputer visionMathematicsImage segmentation

摘要: We present a multi-instance object segmentation algorithm to tackle occlusions. As an object is split into two parts by an occluder, it is nearly impossible to group the two separate regions …

参考文章(38)
Chunhui Gu, Pablo Arbeláez, Yuanqing Lin, Kai Yu, Jitendra Malik, Multi-component models for object detection european conference on computer vision. pp. 445- 458 ,(2012) , 10.1007/978-3-642-33765-9_32
Lingling Tao, Fatih Porikli, René Vidal, None, Sparse Dictionaries for Semantic Segmentation Computer Vision – ECCV 2014. pp. 549- 564 ,(2014) , 10.1007/978-3-319-10602-1_36
João Carreira, Rui Caseiro, Jorge Batista, Cristian Sminchisescu, Semantic Segmentation with Second-Order Pooling Computer Vision – ECCV 2012. pp. 430- 443 ,(2012) , 10.1007/978-3-642-33786-4_32
Jian Dong, Qiang Chen, Shuicheng Yan, Alan Yuille, Towards Unified Object Detection and Semantic Segmentation Computer Vision – ECCV 2014. pp. 299- 314 ,(2014) , 10.1007/978-3-319-10602-1_20
Jaechul Kim, Kristen Grauman, Shape Sharing for Object Segmentation Computer Vision – ECCV 2012. pp. 444- 458 ,(2012) , 10.1007/978-3-642-33786-4_33
Ross Girshick, Jitendra Malik, Bharath Hariharan, Pablo Arbeláez, Simultaneous Detection and Segmentation european conference on computer vision. pp. 297- 312 ,(2014) , 10.1007/978-3-319-10584-0_20
Yi-Ting Chen, Jimei Yang, Ming-Hsuan Yang, Extracting Image Regions by Structured Edge Prediction workshop on applications of computer vision. pp. 1060- 1067 ,(2015) , 10.1109/WACV.2015.146
Pablo Arbelaez, Jordi Pont-Tuset, Jon Barron, Ferran Marques, Jitendra Malik, Multiscale Combinatorial Grouping computer vision and pattern recognition. pp. 328- 335 ,(2014) , 10.1109/CVPR.2014.49
Xuming He, Stephen Gould, An Exemplar-Based CRF for Multi-instance Object Segmentation computer vision and pattern recognition. pp. 296- 303 ,(2014) , 10.1109/CVPR.2014.45
Ming-Yu Liu, Oncel Tuzel, Ashok Veeraraghavan, Rama Chellappa, Fast directional chamfer matching computer vision and pattern recognition. pp. 1696- 1703 ,(2010) , 10.1109/CVPR.2010.5539837