{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,13]],"date-time":"2026-06-13T21:55:03Z","timestamp":1781387703446,"version":"3.54.1"},"reference-count":39,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2015,12,23]],"date-time":"2015-12-23T00:00:00Z","timestamp":1450828800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2015,12,23]],"date-time":"2015-12-23T00:00:00Z","timestamp":1450828800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["1217797"],"award-info":[{"award-number":["1217797"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["1527294"],"award-info":[{"award-number":["1527294"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int J Comput Vis"],"published-print":{"date-parts":[[2016,7]]},"DOI":"10.1007\/s11263-015-0877-y","type":"journal-article","created":{"date-parts":[[2015,12,23]],"date-time":"2015-12-23T13:10:18Z","timestamp":1450876218000},"page":"300-318","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":27,"title":["Correctness Prediction, Accuracy Improvement and Generalization of Stereo Matching Using Supervised Learning"],"prefix":"10.1007","volume":"118","author":[{"given":"Aristotle","family":"Spyropoulos","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Philippos","family":"Mordohai","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2015,12,23]]},"reference":[{"key":"877_CR1","doi-asserted-by":"crossref","unstructured":"Alahari, K., Russell, C., & Torr, P. (2010). Efficient piecewise learning for conditional random fields. In: CVPR, pp. 895\u2013901","DOI":"10.1109\/CVPR.2010.5540123"},{"issue":"4","key":"877_CR2","doi-asserted-by":"publisher","first-page":"401","DOI":"10.1109\/34.677269","volume":"20","author":"S Birchfield","year":"1998","unstructured":"Birchfield, S., & Tomasi, C. (1998). A pixel dissimilarity measure that is insensitive to image sampling. PAMI, 20(4), 401\u2013406.","journal-title":"PAMI"},{"issue":"3","key":"877_CR3","first-page":"1","volume":"33","author":"A Bobick","year":"1999","unstructured":"Bobick, A., & Intille, S. (1999). Large occlusion stereo. IJCV, 33(3), 1\u201320.","journal-title":"Large occlusion stereo. IJCV"},{"issue":"11","key":"877_CR4","doi-asserted-by":"publisher","first-page":"1222","DOI":"10.1109\/34.969114","volume":"23","author":"Y Boykov","year":"2001","unstructured":"Boykov, Y., Veksler, O., & Zabih, R. (2001). Fast approximate energy minimization via graph cuts. PAMI, 23(11), 1222\u20131239.","journal-title":"PAMI"},{"key":"877_CR5","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman, L. (2001). Random forests. Machine Learning Journal, 45, 5\u201332.","journal-title":"Random forests. Machine Learning Journal"},{"issue":"8","key":"877_CR6","first-page":"993","volume":"25","author":"M Brown","year":"2003","unstructured":"Brown, M., Burschka, D., & Hager, G. (2003). Advances in computational stereo. PAMI, 25(8), 993\u20131008.","journal-title":"Advances in computational stereo. PAMI"},{"key":"877_CR7","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-4929-3","volume-title":"Decision forests for computer vision and medical image analysis","author":"A Criminisi","year":"2013","unstructured":"Criminisi, A., & Shotton, J. (2013). Decision forests for computer vision and medical image analysis. New York: Springer."},{"issue":"9","key":"877_CR8","doi-asserted-by":"publisher","first-page":"933","DOI":"10.1016\/0167-8655(95)00028-F","volume":"16","author":"J Cruz","year":"1995","unstructured":"Cruz, J., Pajares, G., Aranda, J., & Vindel, J. (1995). Stereo matching technique based on the perceptron criterion function. Pattern Recognition Letters, 16(9), 933\u2013944.","journal-title":"Pattern Recognition Letters"},{"key":"877_CR9","doi-asserted-by":"crossref","unstructured":"Geiger, A., Lenz, P., Stiller, C., & Urtasun, R. (2013). Vision meets robotics: The kitti dataset. International Journal of Robotics Research (IJRR)","DOI":"10.1177\/0278364913491297"},{"key":"877_CR10","doi-asserted-by":"crossref","unstructured":"Haeusler, R., & Klette, R. (2012). Analysis of kitti data for stereo analysis with stereo confidence measures. In: ECCV Workshops, pp. II: 158\u2013167","DOI":"10.1007\/978-3-642-33868-7_16"},{"key":"877_CR11","doi-asserted-by":"crossref","unstructured":"Haeusler, R., Nair, R., & Kondermann, D. (2013) Ensemble learning for confidence measures in stereo vision. In: CVPR","DOI":"10.1109\/CVPR.2013.46"},{"issue":"2","key":"877_CR12","doi-asserted-by":"publisher","first-page":"328","DOI":"10.1109\/TPAMI.2007.1166","volume":"30","author":"H Hirschm\u00fcller","year":"2008","unstructured":"Hirschm\u00fcller, H. (2008). Stereo processing by semiglobal matching and mutual information. PAMI, 30(2), 328\u2013341.","journal-title":"PAMI"},{"issue":"11","key":"877_CR13","doi-asserted-by":"publisher","first-page":"2121","DOI":"10.1109\/TPAMI.2012.46","volume":"34","author":"X Hu","year":"2012","unstructured":"Hu, X., & Mordohai, P. (2012). A quantitative evaluation of confidence measures for stereo vision. PAMI, 34(11), 2121\u20132133.","journal-title":"PAMI"},{"key":"877_CR14","unstructured":"Kim, J.C., Lee, K.M., Choi, B.T., & Lee, S.U. (2005). A dense stereo matching using two-pass dynamic programming with generalized ground control points. In: CVPR, pp. 1075\u20131082"},{"key":"877_CR15","doi-asserted-by":"crossref","unstructured":"Komodakis, N., Tziritas, G., Paragios, N.: Fast, approximately optimal solutions for single and dynamic MRFs. In: CVPR (2007)","DOI":"10.1109\/CVPR.2007.383095"},{"key":"877_CR16","doi-asserted-by":"crossref","unstructured":"Kong, D., & Tao, H. (2004). A method for learning matching errors for stereo computation. In: BMVC","DOI":"10.5244\/C.18.11"},{"key":"877_CR17","doi-asserted-by":"crossref","unstructured":"Kong, D., & Tao, H. (2006). Stereo matching via learning multiple experts behaviors. In: BMVC","DOI":"10.5244\/C.20.11"},{"issue":"9","key":"877_CR18","doi-asserted-by":"publisher","first-page":"869","DOI":"10.1109\/34.310682","volume":"16","author":"M Lew","year":"1994","unstructured":"Lew, M., Huang, T., & Wong, K. (1994). Learning and feature selection in stereo matching. PAMI, 16(9), 869\u2013881.","journal-title":"PAMI"},{"key":"877_CR19","doi-asserted-by":"crossref","unstructured":"Li, Y., & Huttenlocher, D. (2008). Learning for stereo vision using the structured support vector machine. In: CVPR","DOI":"10.1109\/CVPR.2008.4587699"},{"issue":"5","key":"877_CR20","doi-asserted-by":"publisher","first-page":"1107","DOI":"10.1109\/TPAMI.2012.171","volume":"35","author":"O Mac\u00a0Aodha","year":"2012","unstructured":"Mac\u00a0Aodha, O., Humayun, A., Pollefeys, M., & Brostow, G. J. (2012). Learning a confidence measure for optical flow. PAMI, 35(5), 1107\u20131120.","journal-title":"PAMI"},{"key":"877_CR21","doi-asserted-by":"crossref","unstructured":"Merrell, P., Akbarzadeh, A., Wang, L., Mordohai, P., Frahm, J.M., Yang, R., Nist\u00e9r, D., Pollefeys, M.: Real-time visibility-based fusion of depth maps. In: ICCV (2007)","DOI":"10.1109\/ICCV.2007.4408984"},{"key":"877_CR22","doi-asserted-by":"crossref","unstructured":"Motten, A., Claesen, L., & Pan, Y. (2012). Trinocular disparity processor using a hierarchic classification structure. In: IEEE\/IFIP International Conference on VLSI and System-on-Chip","DOI":"10.1109\/VLSI-SoC.2012.6379038"},{"issue":"3","key":"877_CR23","doi-asserted-by":"publisher","first-page":"319","DOI":"10.1007\/s11263-010-0385-z","volume":"99","author":"C Pal","year":"2012","unstructured":"Pal, C., Weinman, J., Tran, L., & Scharstein, D. (2012). On learning conditional random fields for stereo: Exploring model structures and approximate inference. IJCV, 99(3), 319\u2013337.","journal-title":"IJCV"},{"key":"877_CR24","unstructured":"Park, M.G., & Yoon, K.J. (2015). Leveraging stereo matching with learning-based confidence measures. In: CVPR, pp. 101\u2013109"},{"key":"877_CR25","doi-asserted-by":"crossref","unstructured":"Pfeiffer, D., Gehrig, S., & Schneider, N. (2013). Exploiting the power of stereo confidences. In: CVPR, pp. 297\u2013304","DOI":"10.1109\/CVPR.2013.45"},{"key":"877_CR26","doi-asserted-by":"crossref","unstructured":"Reynolds, M., Dobos, J., Peel, L., Weyrich, T., Brostow, G.: Capturing time-of-flight data with confidence. In: CVPR, pp. 945\u2013952 (2011)","DOI":"10.1109\/CVPR.2011.5995550"},{"issue":"5","key":"877_CR27","doi-asserted-by":"publisher","first-page":"930","DOI":"10.1109\/TPAMI.2011.207","volume":"34","author":"N Sabater","year":"2012","unstructured":"Sabater, N., Almansa, A., & Morel, J. (2012). Meaningful matches in stereovision. PAMI, 34(5), 930\u2013942.","journal-title":"PAMI"},{"key":"877_CR28","doi-asserted-by":"crossref","unstructured":"Scharstein, D., Pal, C.: Learning conditional random fields for stereo. In: CVPR (2007)","DOI":"10.1109\/CVPR.2007.383191"},{"key":"877_CR29","doi-asserted-by":"crossref","unstructured":"Scharstein, D., & Szeliski, R. (2002). A taxonomy and evaluation of dense two-frame stereo correspondence algorithms. IJCV, 47(1\u20133), 7\u201342.","DOI":"10.1023\/A:1014573219977"},{"key":"877_CR30","doi-asserted-by":"crossref","unstructured":"Spyropoulos, A., Komodakis, N., & Mordohai, P. (2014). Learning to detect ground control points for improving the accuracy of stereo matching. In: CVPR, pp. 1621\u20131628","DOI":"10.1109\/CVPR.2014.210"},{"key":"877_CR31","doi-asserted-by":"crossref","unstructured":"Sun, X., Mei, X., Jiao, S., Zhou, M., Wang, H.: Stereo matching with reliable disparity propagation. In: 3DIMPVT, pp. 132\u2013139 (2011)","DOI":"10.1109\/3DIMPVT.2011.24"},{"key":"877_CR32","doi-asserted-by":"crossref","unstructured":"Trinh, H., McAllester, D.: Unsupervised learning of stereo vision with monocular depth cues. In: BMVC (2009)","DOI":"10.5244\/C.23.72"},{"key":"877_CR33","doi-asserted-by":"crossref","unstructured":"Wang, L., Yang, R.: Global stereo matching leveraged by sparse ground control points. In: CVPR, pp. 3033\u20133040 (2011)","DOI":"10.1109\/CVPR.2011.5995480"},{"key":"877_CR34","doi-asserted-by":"crossref","unstructured":"Yamaguchi, K., Hazan, T., McAllester, D., Urtasun, R.: Continuous markov random fields for robust stereo estimation. In: ECCV, pp. V: 45\u201358 (2012)","DOI":"10.1007\/978-3-642-33715-4_4"},{"issue":"4","key":"877_CR35","doi-asserted-by":"publisher","first-page":"650","DOI":"10.1109\/TPAMI.2006.70","volume":"28","author":"K Yoon","year":"2006","unstructured":"Yoon, K., & Kweon, I. (2006). Adaptive support-weight approach for correspondence search. PAMI, 28(4), 650\u2013656.","journal-title":"PAMI"},{"key":"877_CR36","doi-asserted-by":"crossref","unstructured":"Zagoruyko, S., Komodakis, N.: Learning to compare image patches via convolutional neural networks. In: CVPR (2015)","DOI":"10.1109\/CVPR.2015.7299064"},{"key":"877_CR37","doi-asserted-by":"crossref","unstructured":"Zbontar, J., LeCun, Y.: Computing the stereo matching cost with a convolutional neural network. In: CVPR (2015)","DOI":"10.1109\/CVPR.2015.7298767"},{"issue":"7","key":"877_CR38","doi-asserted-by":"publisher","first-page":"1073","DOI":"10.1109\/TCSVT.2009.2020478","volume":"19","author":"K Zhang","year":"2009","unstructured":"Zhang, K., Lu, J., & Lafruit, G. (2009). Cross-based local stereo matching using orthogonal integral images. IEEE Transactions on Circuits and Systems for Video Technology, 19(7), 1073\u20131079.","journal-title":"IEEE Transactions on Circuits and Systems for Video Technology"},{"issue":"2","key":"877_CR39","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1109\/TPAMI.2007.36","volume":"29","author":"L Zhang","year":"2007","unstructured":"Zhang, L., & Seitz, S. (2007). Estimating optimal parameters for mrf stereo from a single image pair. PAMI, 29(2), 331\u2013342.","journal-title":"PAMI"}],"container-title":["International Journal of Computer Vision"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11263-015-0877-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11263-015-0877-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11263-015-0877-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11263-015-0877-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,17]],"date-time":"2020-05-17T07:12:58Z","timestamp":1589699578000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11263-015-0877-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,12,23]]},"references-count":39,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2016,7]]}},"alternative-id":["877"],"URL":"https:\/\/doi.org\/10.1007\/s11263-015-0877-y","relation":{},"ISSN":["0920-5691","1573-1405"],"issn-type":[{"value":"0920-5691","type":"print"},{"value":"1573-1405","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,12,23]]},"assertion":[{"value":"12 December 2014","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 November 2015","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 December 2015","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}