{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T15:06:45Z","timestamp":1778080005406,"version":"3.51.4"},"publisher-location":"Cham","reference-count":37,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319106014","type":"print"},{"value":"9783319106021","type":"electronic"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-10602-1_7","type":"book-chapter","created":{"date-parts":[[2014,8,14]],"date-time":"2014-08-14T07:07:56Z","timestamp":1408000076000},"page":"96-111","source":"Crossref","is-referenced-by-count":9,"title":["Modeling Perceptual Color Differences by Local Metric Learning"],"prefix":"10.1007","author":[{"given":"Micha\u00ebl","family":"Perrot","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amaury","family":"Habrard","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Damien","family":"Muselet","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marc","family":"Sebban","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"7_CR1","doi-asserted-by":"crossref","unstructured":"Achanta, R., Susstrunk, S.: Saliency detection using maximum symmetric surround. In: Proc. of ICIP, Hong Kong, pp. 2653\u20132656 (2010)","DOI":"10.1109\/ICIP.2010.5652636"},{"issue":"5","key":"7_CR2","doi-asserted-by":"publisher","first-page":"898","DOI":"10.1109\/TPAMI.2010.161","volume":"33","author":"P. Arbelaez","year":"2011","unstructured":"Arbelaez, P., Maire, M., Fowlkes, C., Malik, J.: Contour detection and hierarchical image segmentation. IEEE Trans. on PAMI\u00a033(5), 898\u2013916 (2011)","journal-title":"IEEE Trans. on PAMI"},{"key":"7_CR3","unstructured":"Bellet, A., Habrard, A., Sebban, M.: A survey on metric learning for feature vectors and structured data (arxiv:1306.6709v3). Tech. rep. (August 2013)"},{"key":"7_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"506","DOI":"10.1007\/978-3-642-15552-9_37","volume-title":"Computer Vision \u2013 ECCV 2010","author":"K. Bitsakos","year":"2010","unstructured":"Bitsakos, K., Ferm\u00fcller, C., Aloimonos, Y.: An experimental study of color-based segmentation algorithms based on the mean-shift concept. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part II. LNCS, vol.\u00a06312, pp. 506\u2013519. Springer, Heidelberg (2010)"},{"key":"7_CR5","first-page":"499","volume":"2","author":"O. Bousquet","year":"2002","unstructured":"Bousquet, O.: Stability and generalization. JMLR\u00a02, 499\u2013526 (2002)","journal-title":"JMLR"},{"issue":"1","key":"7_CR6","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1016\/j.cviu.2008.07.003","volume":"113","author":"G.J. Burghouts","year":"2009","unstructured":"Burghouts, G.J., Geusebroek, J.-M.: Performance evaluation of local colour invariants. Computer Vision and Image Understanding\u00a0113 (1), 48\u201362 (2009)","journal-title":"Computer Vision and Image Understanding"},{"key":"7_CR7","doi-asserted-by":"crossref","unstructured":"Dalal, N., Triggs, B.: Histograms of oriented gradients for human detection. In: Proc. of CVPR, pp. 886\u2013893 (2005)","DOI":"10.1109\/CVPR.2005.177"},{"key":"7_CR8","doi-asserted-by":"crossref","unstructured":"Davis, J.V., Kulis, B., Jain, P., Sra, S., Dhillon, I.S.: Information-theoretic metric learning. In: Proc. of ICML, pp. 209\u2013216 (2007)","DOI":"10.1145\/1273496.1273523"},{"issue":"6","key":"7_CR9","doi-asserted-by":"publisher","first-page":"883","DOI":"10.1364\/JOSAA.29.000883","volume":"29","author":"M. Huang","year":"2012","unstructured":"Huang, M., Liu, H., Cui, G., Luo, M.R., Melgosa, M.: Evaluation of threshold color differences using printed samples. JOSA A\u00a029(6), 883\u2013891 (2012)","journal-title":"JOSA A"},{"key":"7_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"224","DOI":"10.1007\/978-3-642-40994-3_15","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"Y. Huang","year":"2013","unstructured":"Huang, Y., Li, C., Georgiopoulos, M., Anagnostopoulos, G.C.: Reduced-rank local distance metric learning. In: Blockeel, H., Kersting, K., Nijssen, S., \u017delezn\u00fd, F. (eds.) ECML PKDD 2013, Part III. LNCS, vol.\u00a08190, pp. 224\u2013239. Springer, Heidelberg (2013)"},{"key":"7_CR11","doi-asserted-by":"crossref","unstructured":"Khan, R., van de Weijer, J., Khan, F., Muselet, D., Ducottet, C., Barat, C.: Discriminative color descriptor. In: Proc. of CVPR, Portland, USA (2013)","DOI":"10.1109\/CVPR.2013.369"},{"issue":"12","key":"7_CR12","doi-asserted-by":"publisher","first-page":"2289","DOI":"10.1109\/TPAMI.2012.58","volume":"34","author":"S.J. Kim","year":"2012","unstructured":"Kim, S.J., Lin, H.T., Lu, Z., S\u00fcsstrunk, S., Lin, S., Brown, M.S.: A new in-camera imaging model for color computer vision and its application. IEEE Trans. Pattern Anal. Mach. Intell.\u00a034(12), 2289\u20132302 (2012)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"12","key":"7_CR13","doi-asserted-by":"publisher","first-page":"2289","DOI":"10.1109\/TPAMI.2012.58","volume":"34","author":"S.J. Kim","year":"2012","unstructured":"Kim, S.J., Lin, H.T., Lu, Z., Susstrunk, S., Lin, S., Brown, M.S.: A new in-camera imaging model for color computer vision and its application. IEEE Trans. on PAMI\u00a034(12), 2289\u20132302 (2012)","journal-title":"IEEE Trans. on PAMI"},{"issue":"4","key":"7_CR14","doi-asserted-by":"publisher","first-page":"380","DOI":"10.1016\/j.foodres.2008.01.002","volume":"41","author":"R.E. Larra\u00edn","year":"2008","unstructured":"Larra\u00edn, R.E., Schaefer, D.M., Reed, J.D.: Use of digital images to estimate {CIE} color coordinates of beef. Food Research Int.\u00a041(4), 380 (2008)","journal-title":"Food Research Int."},{"issue":"10","key":"7_CR15","doi-asserted-by":"publisher","first-page":"1084","DOI":"10.1016\/j.foodres.2006.03.006","volume":"39","author":"K. Le\u00f3n","year":"2006","unstructured":"Le\u00f3n, K., Mery, D., Pedreschi, F., Le\u00f3n, J.: Color measurement in l*a*b* units from rgb digital images. Food Research Int.\u00a039(10), 1084\u20131091 (2006)","journal-title":"Food Research Int."},{"issue":"2","key":"7_CR16","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"D.G. Lowe","year":"2004","unstructured":"Lowe, D.G.: Distinctive image features from scale-invariant keypoints. IJCV\u00a060(2), 91\u2013110 (2004)","journal-title":"IJCV"},{"issue":"7","key":"7_CR17","doi-asserted-by":"publisher","first-page":"1828","DOI":"10.1364\/JOSAA.25.001828","volume":"25","author":"M. Melgosa","year":"2008","unstructured":"Melgosa, M., Huertas, R., Berns, R.S.: Performance of recent advanced color-difference formulas using the standardized residual sum of squares index. JOSA A\u00a025(7), 1828\u20131834 (2008)","journal-title":"JOSA A"},{"issue":"5","key":"7_CR18","doi-asserted-by":"publisher","first-page":"690","DOI":"10.1109\/TIP.2004.841201","volume":"14","author":"A. Mojsilovic","year":"2005","unstructured":"Mojsilovic, A.: A computational model for color naming and describing color composition of images. IEEE Trans. on Image Processing\u00a014(5), 690\u2013699 (2005)","journal-title":"IEEE Trans. on Image Processing"},{"issue":"2","key":"7_CR19","doi-asserted-by":"publisher","first-page":"236","DOI":"10.2307\/1412843","volume":"23","author":"A.H. Munsell","year":"1912","unstructured":"Munsell, A.H.: A pigment color system and notation. The American Journal of Psychology\u00a023(2), 236\u2013244 (1912)","journal-title":"The American Journal of Psychology"},{"issue":"9","key":"7_CR20","doi-asserted-by":"publisher","first-page":"1582","DOI":"10.1109\/TPAMI.2009.154","volume":"32","author":"K.E.A. Sande van de","year":"2010","unstructured":"van de Sande, K.E.A., Gevers, T., Snoek, C.G.M.: Evaluating color descriptors for object and scene recognition. IEEE Trans. on PAMI\u00a032(9), 1582\u20131596 (2010)","journal-title":"IEEE Trans. on PAMI"},{"key":"7_CR21","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"675","DOI":"10.1007\/978-3-642-40991-2_43","volume-title":"Machine Learning and Knowledge Discovery in Databases","author":"M. Semerci","year":"2013","unstructured":"Semerci, M., Alpayd\u0131n, E.: Mixtures of large margin nearest neighbor classifiers. In: Blockeel, H., Kersting, K., Nijssen, S., \u017delezn\u00fd, F. (eds.) ECML PKDD 2013, Part II. LNCS, vol.\u00a08189, pp. 675\u2013688. Springer, Heidelberg (2013)"},{"key":"7_CR22","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1002\/col.20070","volume":"30","author":"G. Sharma","year":"2005","unstructured":"Sharma, G., Wu, W., Dalal, E.N.: The ciede2000 color-difference formula: Implementation notes, supplementary test data, and mathematical observations. Color Research Applications\u00a030, 21\u201330 (2005)","journal-title":"Color Research Applications"},{"key":"7_CR23","doi-asserted-by":"crossref","unstructured":"Stokes, M., Anderson, M., Chandrasekar, S., Motta, R.: A standard default color space for the internet: sRGB. Tech. rep., Hewlett-Packard and Microsoft (1996), http:\/\/www.w3.org\/Graphics\/Color\/sRGB.html","DOI":"10.2352\/CIC.1996.4.1.art00061"},{"key":"7_CR24","unstructured":"Union, I.T.: Parameter values for the hdtv standards for production and international programme exchange, itu-r recommendation bt.709-4. Tech. rep (March 2000)"},{"key":"7_CR25","volume-title":"Weak convergence and empirical processes","author":"A.W. Vaart van der","year":"2000","unstructured":"van der Vaart, A.W., Wellner, J.A.: Weak convergence and empirical processes. Springer, Heidelberg (2000)"},{"key":"7_CR26","unstructured":"Wang, J., Kalousis, A., Woznica, A.: Parametric local metric learning for nearest neighbor classification. In: Proc. of NIPS, pp. 1610\u20131618 (2012)"},{"issue":"1","key":"7_CR27","doi-asserted-by":"publisher","first-page":"150","DOI":"10.1109\/TPAMI.2006.3","volume":"28","author":"T.. Gevers","year":"2006","unstructured":"Gevers, T., van de Weijer, A.D.B.J.: Boosting color saliency in image feature detection. IEEE Trans. on PAMI\u00a028(1), 150\u2013156 (2006)","journal-title":"IEEE Trans. on PAMI"},{"issue":"4","key":"7_CR28","first-page":"1520","volume":"27","author":"T.. Gevers","year":"2005","unstructured":"Gevers, T., van de Weijer, J.M.G.J.: Edge and corner detection by photometric quasi-invariants. IEEE Trans. on PAMI\u00a027(4), 1520\u20131526 (2005)","journal-title":"IEEE Trans. on PAMI"},{"key":"7_CR29","unstructured":"Weinberger, K.Q., Blitzer, J., Saul, L.: Distance metric learning for large margin nearest neighbor classification. In: Proc. of NIPS (2006)"},{"key":"7_CR30","first-page":"207","volume":"10","author":"K.Q. Weinberger","year":"2009","unstructured":"Weinberger, K.Q., Saul, L.K.: Distance metric learning for large margin nearest neighbor classification. JMLR\u00a010, 207\u2013244 (2009)","journal-title":"JMLR"},{"key":"7_CR31","unstructured":"Wyszecki, G., Stiles, W.S.: Color Science: Concepts and Methods, Quantitative Data and Formulas, 2nd revised ed. John Wiley & Sons Inc. (2000)"},{"key":"7_CR32","unstructured":"Xing, E.P., Ng, A.Y., Jordan, M.I., Russell, S.: Distance metric learning, with application to clustering with side-information. In: Proc. NIPS, pp. 505\u2013512 (2002)"},{"key":"7_CR33","doi-asserted-by":"crossref","unstructured":"Xiong, C., Johnson, D., Xu, R., Corso, J.J.: Random forests for metric learning with implicit pairwise position dependence. In: Proc. of KDD, pp. 958\u2013966. ACM (2012)","DOI":"10.1145\/2339530.2339680"},{"key":"7_CR34","unstructured":"Xiong, Y., Saenko, K., Darrell, T., Zickler, T.: From pixels to physics: Probabilistic color de-rendering. In: Proc. of CVPR, Providence, USA (2012)"},{"issue":"3","key":"7_CR35","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1007\/s10994-011-5268-1","volume":"86","author":"H. Xu","year":"2012","unstructured":"Xu, H., Mannor, S.: Robustness and Generalization. Machine Learning\u00a086(3), 391\u2013423 (2012)","journal-title":"Machine Learning"},{"key":"7_CR36","doi-asserted-by":"crossref","unstructured":"Xue, W., Mou, X., Zhang, L., Feng, X.: Perceptual fidelity aware mean squared error. In: Proc. of ICCV (2013)","DOI":"10.1109\/ICCV.2013.93"},{"key":"7_CR37","unstructured":"Freely avaible on the authors\u2019 personal web pages"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ECCV 2014"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-10602-1_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T05:37:25Z","timestamp":1746337045000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-10602-1_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319106014","9783319106021"],"references-count":37,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-10602-1_7","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014]]}}}