Learning user intention in relevance feedback using optimization
Proceedings of the international workshop on Workshop on multimedia information retrieval
Shape-Based Mutual Segmentation
International Journal of Computer Vision
GeoS: Geodesic Image Segmentation
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Technical Section: Consistent segmentation of 3D models
Computers and Graphics
Multi-label Moves for MRFs with Truncated Convex Priors
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Left Ventricle Segmentation via Graph Cut Distribution Matching
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
Prior-guided automatic object cutout in personal album
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Bayesian co-segmentation of multiple MR images
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Co-segmentation of image pairs with quadratic global constraint in MRFs
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Modeling user feedback using a hierarchical graphical model for interactive image retrieval
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
ACM SIGGRAPH Asia 2010 papers
Cosegmentation revisited: models and optimization
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
ClassCut for unsupervised class segmentation
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Figure-ground image segmentation helps weakly-supervised learning of objects
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
MOMI-cosegmentation: simultaneous segmentation of multiple objects among multiple images
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Non-rigid dense correspondence with applications for image enhancement
ACM SIGGRAPH 2011 papers
Interactively Co-segmentating Topically Related Images with Intelligent Scribble Guidance
International Journal of Computer Vision
Unsupervised co-segmentation of a set of shapes via descriptor-space spectral clustering
Proceedings of the 2011 SIGGRAPH Asia Conference
A convex max-flow segmentation of LV using subject-specific distributions on cardiac MRI
IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
Interactive segmentation with super-labels
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
Multiple-instance learning with structured bag models
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
Estimating image segmentation difficulty
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Discriminative features for image classification and retrieval
Pattern Recognition Letters
Multi-label Moves for MRFs with Truncated Convex Priors
International Journal of Computer Vision
A bag-of-objects retrieval model for web image search
Proceedings of the 20th ACM international conference on Multimedia
Proceedings of the 20th ACM international conference on Multimedia
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Segmentation with non-linear regional constraints via line-search cuts
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Hausdorff distance constraint for multi-surface segmentation
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
TriCoS: a tri-level class-discriminative co-segmentation method for image classification
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Multiple view object cosegmentation using appearance and stereo cues
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Mobile product image search by automatic query object extraction
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Analyzing the subspace structure of related images: concurrent segmentation of image sets
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Interactive object segmentation from multi-view images
Journal of Visual Communication and Image Representation
One-Class multiple instance learning via robust PCA for common object discovery
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Learning discriminative localization from weakly labeled data
Pattern Recognition
Special Section on CAD/Graphics 2013: Confidence-driven image co-matting
Computers and Graphics
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We introduce the term cosegmentation which denotes the task of segmenting simultaneously the common parts of an image pair. A generative model for cosegmentation is presented. Inference in the model leads to minimizing an energy with an MRF term encoding spatial coherency and a global constraint which attempts to match the appearance histograms of the common parts. This energy has not been proposed previously and its optimization is challenging and NP-hard. For this problem a novel optimization scheme which we call trust region graph cuts is presented. We demonstrate that this framework has the potential to improve a wide range of research: Object driven image retrieval, video tracking and segmentation, and interactive image editing. The power of the framework lies in its generality, the common part can be a rigid/non-rigid object (or scene), observed from different viewpoints or even similar objects of the same class.