[{"abstract":[{"lang":"eng"}],"quality_controlled":0,"month":"07","publication_status":"published","dc":{"date":["2006"],"publisher":["IEEE"],"type":["info:eu-repo/semantics/conferenceObject","doc-type:conferenceObject","text","http://purl.org/coar/resource_type/c_5794"],"source":["Rother C, Kolmogorov V, Minka T, Blake A. Cosegmentation of image pairs by histogram matching - Incorporating a global constraint into MRFs. In: IEEE; 2006:993-1000. doi:10.1109/CVPR.2006.91"],"relation":["info:eu-repo/semantics/altIdentifier/doi/10.1109/CVPR.2006.91"],"description":["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."],"identifier":["https://research-explorer.ista.ac.at/record/3188"],"title":["Cosegmentation of image pairs by histogram matching - Incorporating a global constraint into MRFs"],"rights":["info:eu-repo/semantics/closedAccess"],"creator":["Rother, Carsten","Vladimir Kolmogorov","Minka, Thomas P","Blake, Andrew"]},"day":"05","uri_base":"https://research-explorer.ista.ac.at","page":"993 - 1000","date_created":"2018-12-11T12:01:54Z","date_published":"2006-07-05T00:00:00Z","_id":"3188","conference":{"name":"CVPR: Computer Vision and Pattern Recognition"},"type":"conference","status":"public","dini_type":"doc-type:conferenceObject","citation":{"mla":"Rother, Carsten, et al. Cosegmentation of Image Pairs by Histogram Matching - Incorporating a Global Constraint into MRFs. IEEE, 2006, pp. 993–1000, doi:10.1109/CVPR.2006.91.","short":"C. Rother, V. Kolmogorov, T. Minka, A. Blake, in:, IEEE, 2006, pp. 993–1000.","ieee":"C. Rother, V. Kolmogorov, T. Minka, and A. Blake, “Cosegmentation of image pairs by histogram matching - Incorporating a global constraint into MRFs,” presented at the CVPR: Computer Vision and Pattern Recognition, 2006, pp. 993–1000.","apa":"Rother, C., Kolmogorov, V., Minka, T., & Blake, A. (2006). Cosegmentation of image pairs by histogram matching - Incorporating a global constraint into MRFs (pp. 993–1000). Presented at the CVPR: Computer Vision and Pattern Recognition, IEEE. https://doi.org/10.1109/CVPR.2006.91","chicago":"Rother, Carsten, Vladimir Kolmogorov, Thomas Minka, and Andrew Blake. “Cosegmentation of Image Pairs by Histogram Matching - Incorporating a Global Constraint into MRFs,” 993–1000. IEEE, 2006. https://doi.org/10.1109/CVPR.2006.91.","ista":"Rother C, Kolmogorov V, Minka T, Blake A. 2006. Cosegmentation of image pairs by histogram matching - Incorporating a global constraint into MRFs. CVPR: Computer Vision and Pattern Recognition, 993–1000."},"date_updated":"2021-01-12T07:41:40Z","extern":1,"author":[{"last_name":"Rother","first_name":"Carsten"},{"last_name":"Kolmogorov","id":"3D50B0BA-F248-11E8-B48F-1D18A9856A87","first_name":"Vladimir"},{"first_name":"Thomas","last_name":"Minka"},{"last_name":"Blake","first_name":"Andrew"}],"publist_id":"3493"}]