{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T17:25:23Z","timestamp":1771953923093,"version":"3.50.1"},"reference-count":36,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2012,5,30]],"date-time":"2012-05-30T00:00:00Z","timestamp":1338336000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int J Comput Vis"],"published-print":{"date-parts":[[2012,12]]},"DOI":"10.1007\/s11263-012-0537-4","type":"journal-article","created":{"date-parts":[[2012,5,29]],"date-time":"2012-05-29T19:53:44Z","timestamp":1338321224000},"page":"261-274","source":"Crossref","is-referenced-by-count":21,"title":["User-Centric Learning and Evaluation of Interactive Segmentation Systems"],"prefix":"10.1007","volume":"100","author":[{"given":"Pushmeet","family":"Kohli","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hannes","family":"Nickisch","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carsten","family":"Rother","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christoph","family":"Rhemann","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2012,5,30]]},"reference":[{"key":"537_CR1","unstructured":"amazon.com (2010). Amazon mechanical turk. https:\/\/www.mturk.com"},{"key":"537_CR2","volume-title":"ICCV","author":"X. Bai","year":"2007","unstructured":"Bai, X., & Sapiro, G. (2007). A geodesic framework for fast interactive image and video segmentation and matting. In ICCV."},{"key":"537_CR3","volume-title":"CVPR","author":"D. Batra","year":"2010","unstructured":"Batra, D., Kowdle, A., Parikh, D., Luo, J., & Chen, T. (2010). iCoseg: interactive co-segmentation with intelligent scribble guidance. In CVPR."},{"key":"537_CR4","volume-title":"ECCV","author":"A. Blake","year":"2004","unstructured":"Blake, A., Rother, C., Brown, M., Perez, P., & Tor, P. (2004). Interactive image segmentation using an adaptive GMMRF model. In ECCV."},{"key":"537_CR5","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/8579.001.0001","volume-title":"Markov random fields for vision and image processing","author":"A. Blake","year":"2011","unstructured":"Blake, A., Kohli, P., & Rother, C. (2011). Markov random fields for vision and image processing. Cambridge: MIT Press."},{"key":"537_CR6","volume-title":"ICCV","author":"Y. Boykov","year":"2001","unstructured":"Boykov, Y., & Jolly, M. (2001). Interactive graph cuts for optimal boundary and region segmentation of objects in N-D images. In ICCV."},{"key":"537_CR7","volume-title":"CVPR","author":"O. Duchenne","year":"2008","unstructured":"Duchenne, O., Audibert, J. Y., Keriven, R., Ponce, J., & S\u00e9gonne, F. (2008). Segmentation by transduction. In CVPR."},{"key":"537_CR8","unstructured":"Everingham, M., Gool, L. V., Williams, C. K. I., Winn, J., & Zisserman,\u00a0A. (2009). http:\/\/www.pascal-network.org\/challenges\/VOC"},{"key":"537_CR9","volume-title":"ICML","author":"T. Finley","year":"2008","unstructured":"Finley, T., & Joachims, T. (2008). Training structural SVMs when exact inference is intractable. In ICML."},{"key":"537_CR10","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/TPAMI.2006.13","volume":"28","author":"L. Grady","year":"2006","unstructured":"Grady, L. (2006). Random walks for image segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28, 1\u201317.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"537_CR11","volume-title":"CVPR","author":"V. Gulshan","year":"2010","unstructured":"Gulshan, V., Rother, C., Criminisi, A., Blake, A., & Zisserman, A. (2010). Geodesic star convexity for interactive image segmentation. In CVPR."},{"key":"537_CR12","volume-title":"CVPR","author":"P. Kohli","year":"2008","unstructured":"Kohli, P., Ladicky, L., & Torr, P. (2008). Robust higher order potentials for enforcing label consistency. In CVPR."},{"key":"537_CR13","volume-title":"ICCV","author":"P. Kohli","year":"2005","unstructured":"Kohli, P., & Torr, P. (2005). Efficiently solving dynamic MRFs using graph cuts. In ICCV."},{"key":"537_CR14","volume-title":"SIGGRAPH","author":"Y. Li","year":"2004","unstructured":"Li, Y., Sun, J., Tang, C. K., & Shum, H. Y. (2004). Lazy snapping. In SIGGRAPH (Vol.\u00a023)."},{"key":"537_CR15","volume-title":"SIGGRAPH","author":"J. Liu","year":"2009","unstructured":"Liu, J., Sun, J., & Shum, H. Y. (2009). Paint selection. In SIGGRAPH."},{"issue":"2","key":"537_CR16","doi-asserted-by":"crossref","first-page":"434","DOI":"10.1016\/j.patcog.2009.03.008","volume":"43","author":"K. McGuinness","year":"2010","unstructured":"McGuinness, K., & O\u2019Connor, N. E. (2010). A comparative evaluation of interactive segmentation algorithms. Pattern Recognition, 43(2), 434\u2013444.","journal-title":"Pattern Recognition"},{"key":"537_CR17","volume-title":"CVIU","author":"K. McGuinness","year":"2011","unstructured":"McGuinness, K., & O\u2019Connor, N. E. (2011). Toward automated evaluation of interactive segmentation. In CVIU."},{"key":"537_CR18","volume-title":"Graphical models and image processing","author":"E. N. Mortensen","year":"1998","unstructured":"Mortensen, E. N., & Barrett, W. A. (1998). Interactive segmentation with intelligent scissors. In Graphical models and image processing."},{"key":"537_CR19","unstructured":"Nickisch, H., Kohli, P., & Rother, C. (2009). Learning an interactive segmentation system (Tech. rep.). http:\/\/arxiv.org\/abs\/0912.2492"},{"key":"537_CR20","volume-title":"ICVGIP","author":"H. Nickisch","year":"2010","unstructured":"Nickisch, H., Rother, C., Kohli, P., & Rhemann, C. (2010). Learning and evaluating interactive segmentation systems. In ICVGIP."},{"key":"537_CR21","volume-title":"CVPR","author":"S. Nowozin","year":"2009","unstructured":"Nowozin, S., & Lampert, C. H. (2009). Global connectivity potentials for random field models. In CVPR."},{"issue":"3","key":"537_CR22","doi-asserted-by":"crossref","first-page":"847","DOI":"10.1145\/1141911.1141965","volume":"25","author":"C. Rother","year":"2006","unstructured":"Rother, C., Bordeaux, L., Hamadi, Y., & Blake, A. (2006). Autocollage. ACM Transactions on Graphics, 25(3), 847\u2013852.","journal-title":"ACM Transactions on Graphics"},{"key":"537_CR23","volume-title":"SIGGRAPH","author":"C. Rother","year":"2004","unstructured":"Rother, C., Kolmogorov, V., & Blake, A. (2004). \u201cGrabCut\u201d\u2014interactive foreground extraction using iterated graph cuts. In SIGGRAPH."},{"key":"537_CR24","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1007\/s11263-007-0090-8","volume":"77","author":"B. C. Russell","year":"2008","unstructured":"Russell, B. C., Torralba, A., Murphy, K. P., & Freeman, W. T. (2008). Labelme: a database and web-based tool for image annotation. International Journal of Computer Vision, 77, 157\u2013173.","journal-title":"International Journal of Computer Vision"},{"key":"537_CR25","volume-title":"CVPR","author":"D. Singaraju","year":"2009","unstructured":"Singaraju, D., Grady, L., & Vidal, R. (2009). P-brush: Continuous valued MRFs with normed pairwise distributions for image segmentation. In CVPR."},{"key":"537_CR26","volume-title":"Internet vision workshop at CVPR","author":"A. Sorokin","year":"2008","unstructured":"Sorokin, A., & Forsyth, D. (2008). Utility data annotation with amazon mechanical turk. In Internet vision workshop at CVPR."},{"key":"537_CR27","volume-title":"ECCV","author":"R. Szeliski","year":"2006","unstructured":"Szeliski, R., Zabih, R., Scharstein, D., Veksler, O., Kolmogorov, V., Agarwala, A., Tappen, M., & Rother, C. (2006). A comparative study of energy minimization methods for Markov random fields. In ECCV."},{"key":"537_CR28","volume-title":"ECCV","author":"M. Szummer","year":"2008","unstructured":"Szummer, M., Kohli, P., & Hoiem, D. (2008). Learning CRFs using graph cuts. In ECCV."},{"key":"537_CR29","volume-title":"ICML","author":"B. Taskar","year":"2004","unstructured":"Taskar, B., Chatalbashev, V., & Koller, D. (2004). Learning associative Markov networks. In ICML."},{"key":"537_CR30","volume-title":"ICML","author":"I. Tsochantaridis","year":"2004","unstructured":"Tsochantaridis, I., Hofmann, T., Joachims, T., & Altun, Y. (2004). Support vector learning for interdependent and structured output spaces. In ICML."},{"key":"537_CR31","volume-title":"CVPR","author":"S. Vicente","year":"2008","unstructured":"Vicente, S., Kolmogorov, V., & Rother, C. (2008). Graph cut based image segmentation with connectivity priors. In CVPR."},{"key":"537_CR32","first-page":"2262","volume-title":"CVPR","author":"S. Vijayanarasimhan","year":"2009","unstructured":"Vijayanarasimhan, S., & Grauman, K. (2009). What\u2019s it going to cost you?: Predicting effort vs. informativeness for multi-label image annotations. In CVPR (pp. 2262\u20132269)."},{"issue":"1","key":"537_CR33","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1007\/s11263-010-0372-4","volume":"91","author":"S. Vijayanarasimhan","year":"2011","unstructured":"Vijayanarasimhan, S., & Grauman, K. (2011a). Cost-SENSITive active visual category learning. International Journal of Computer Vision, 91(1), 24\u201344.","journal-title":"International Journal of Computer Vision"},{"key":"537_CR34","volume-title":"CVPR","author":"S. Vijayanarasimhan","year":"2011","unstructured":"Vijayanarasimhan, S., & Grauman, K. (2011b). Large-scale live active learning: Training object detectors with crawled data and crowds. In CVPR."},{"key":"537_CR35","first-page":"319","volume-title":"SIGCHI","author":"L. Ahn von","year":"2004","unstructured":"von Ahn, L., & Dabbish, L. (2004). Labeling images with a computer game. In SIGCHI (pp. 319\u2013326)."},{"key":"537_CR36","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-21736-9","volume-title":"All of statistics","author":"L. Wasserman","year":"2004","unstructured":"Wasserman, L. (2004). All of statistics. Berlin: Springer."}],"container-title":["International Journal of Computer Vision"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11263-012-0537-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11263-012-0537-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11263-012-0537-4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,29]],"date-time":"2019-06-29T06:35:20Z","timestamp":1561790120000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11263-012-0537-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,5,30]]},"references-count":36,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2012,12]]}},"alternative-id":["537"],"URL":"https:\/\/doi.org\/10.1007\/s11263-012-0537-4","relation":{},"ISSN":["0920-5691","1573-1405"],"issn-type":[{"value":"0920-5691","type":"print"},{"value":"1573-1405","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,5,30]]}}}