{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,24]],"date-time":"2025-06-24T17:40:11Z","timestamp":1750786811226,"version":"3.41.0"},"reference-count":45,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2017,7,21]],"date-time":"2017-07-21T00:00:00Z","timestamp":1500595200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/100009360","name":"King\u2019s College London","doi-asserted-by":"crossref","id":[{"id":"10.13039\/100009360","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["SIViP"],"published-print":{"date-parts":[[2018,2]]},"DOI":"10.1007\/s11760-017-1147-y","type":"journal-article","created":{"date-parts":[[2017,7,21]],"date-time":"2017-07-21T20:41:00Z","timestamp":1500669660000},"page":"207-214","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Contour detection refined by a sparse reconstruction-based discrimination method"],"prefix":"10.1007","volume":"12","author":[{"given":"Qi","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M. W.","family":"Spratling","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,7,21]]},"reference":[{"issue":"23","key":"1147_CR1","doi-asserted-by":"crossref","first-page":"9661","DOI":"10.1073\/pnas.1015666108","volume":"108","author":"DB Walther","year":"2011","unstructured":"Walther, D.B., Chai, B., Caddigan, E., Beck, D.M., Fei-Fei, L.: Simple line drawings suffice for functional MRI decoding of natural scene categories. Proc. Nat. Acad. Sci. 108(23), 9661\u20139666 (2011)","journal-title":"Proc. Nat. Acad. Sci."},{"key":"1147_CR2","doi-asserted-by":"crossref","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 Tran. Pattern Anal. Mach. Intell. 33, 898\u2013916 (2011)","journal-title":"IEEE Tran. Pattern Anal. Mach. Intell."},{"key":"1147_CR3","doi-asserted-by":"crossref","unstructured":"Lowe, D.G.: Object recognition from local scale-invariant features. In: Proceedings of the Seventh IEEE International Conference on Computer Vision, vol. 2, pp. 1150\u20131157 (1999)","DOI":"10.1109\/ICCV.1999.790410"},{"key":"1147_CR4","doi-asserted-by":"crossref","unstructured":"Comport, A., Marchand, \u00c9., Chaumette, F.: Robust model-based tracking for robot vision. In: Proceedings of IEEE\/RSJ International Conference on Intelligent Robots and Systems, vol. 1, pp. 692\u2013697 (2004)","DOI":"10.1109\/IROS.2004.1389433"},{"key":"1147_CR5","doi-asserted-by":"crossref","first-page":"290","DOI":"10.1109\/42.500138","volume":"15","author":"V Chalana","year":"1996","unstructured":"Chalana, V., Linker, D.T., Haynor, D.R., Kim, Y.: A multiple active contour model for cardiac boundary detection on echocardiographic sequences. IEEE Tran. Med. Imaging 15, 290\u2013298 (1996)","journal-title":"IEEE Tran. Med. Imaging"},{"key":"1147_CR6","doi-asserted-by":"crossref","first-page":"679","DOI":"10.1109\/TPAMI.1986.4767851","volume":"8","author":"J Canny","year":"1986","unstructured":"Canny, J.: A computational approach to edge detection. IEEE Tran. Pattern Anal. Mach. Intell. 8, 679\u2013698 (1986)","journal-title":"IEEE Tran. Pattern Anal. Mach. Intell."},{"key":"1147_CR7","volume-title":"Fundamentals of Digital Image Processing","author":"AK Jain","year":"1989","unstructured":"Jain, A.K.: Fundamentals of Digital Image Processing. Prentice-Hall, Englewood Cliffs. (1989)"},{"key":"1147_CR8","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1098\/rspb.1980.0020","volume":"207","author":"D Marr","year":"1980","unstructured":"Marr, D., Hildreth, E.: Theory of edge detection. Proc. R. Soc. Lond. B Biol. Sci. 207, 187\u2013217 (1980)","journal-title":"Proc. R. Soc. Lond. B Biol. Sci."},{"key":"1147_CR9","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1016\/j.imavis.2010.08.009","volume":"29","author":"G Papari","year":"2011","unstructured":"Papari, G., Petkov, N.: Edge and line oriented contour detection: state of the art. Image Vis. Comput. 29, 79\u2013103 (2011)","journal-title":"Image Vis. Comput."},{"key":"1147_CR10","doi-asserted-by":"crossref","first-page":"603","DOI":"10.1109\/34.1000236","volume":"24","author":"D Comaniciu","year":"2002","unstructured":"Comaniciu, D., Meer, P.: Mean shift: a robust approach toward feature space analysis. IEEE Trans. Pattern Anal. Mach. Intell. 24, 603\u2013619 (2002)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"1147_CR11","doi-asserted-by":"crossref","unstructured":"Tomasi, C., Manduchi, R.: Bilateral filtering for gray and color images. In: Proceedings of the Sixth International Conference on Computer Vision, Jan 1998, pp. 839\u2013846 (1998)","DOI":"10.1109\/ICCV.1998.710815"},{"key":"1147_CR12","doi-asserted-by":"crossref","first-page":"1893","DOI":"10.1109\/5.192071","volume":"80","author":"I Pitas","year":"1992","unstructured":"Pitas, I., Venetsanopoulos, A.N.: Order statistics in digital image processing. Proc. IEEE 80, 1893\u20131921 (1992)","journal-title":"Proc. IEEE"},{"key":"1147_CR13","doi-asserted-by":"crossref","first-page":"142","DOI":"10.1109\/JRA.1987.1087088","volume":"3","author":"JSJ Lee","year":"1987","unstructured":"Lee, J.S.J., Haralick, R.M., Shapiro, L.G.: Morphologic edge detection. IEEE J. Robot. Auto. 3, 142\u2013156 (1987)","journal-title":"IEEE J. Robot. Auto."},{"key":"1147_CR14","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1016\/0734-189X(88)90087-4","volume":"43","author":"JS Huang","year":"1988","unstructured":"Huang, J.S., Tseng, D.H.: Statistical theory of edge detection. Comput. Vis. Graph Image Process. 43, 337\u2013346 (1988)","journal-title":"Comput. Vis. Graph Image Process."},{"key":"1147_CR15","doi-asserted-by":"crossref","first-page":"477","DOI":"10.1016\/S0031-3203(98)00038-7","volume":"32","author":"T Ojala","year":"1999","unstructured":"Ojala, T., Pietikainen, M.: Unsupervised texture segmentation using feature distributions. Pattern Recognit. 32, 477\u2013486 (1999)","journal-title":"Pattern Recognit."},{"key":"1147_CR16","first-page":"1","volume":"1","author":"P Kovesi","year":"1999","unstructured":"Kovesi, P.: Image features from phase congruency. Videre J. Comput. Vis. Res. 1, 1\u201326 (1999)","journal-title":"Videre J. Comput. Vis. Res."},{"key":"1147_CR17","doi-asserted-by":"crossref","first-page":"674","DOI":"10.1109\/34.192463","volume":"11","author":"SG Mallat","year":"1989","unstructured":"Mallat, S.G.: A theory for multiresolution signal decomposition: the wavelet representation. IEEE Trans. Pattern Anal. Mach. Intell. 11, 674\u2013693 (1989)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"1147_CR18","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1007\/BF00133570","volume":"1","author":"M Kass","year":"1988","unstructured":"Kass, M., Witkin, A., Terzopoulos, D.: Snakes: active contour models. Int. J. Comput. Vis. 1, 321\u2013331 (1988)","journal-title":"Int. J. Comput. Vis."},{"key":"1147_CR19","doi-asserted-by":"crossref","first-page":"888","DOI":"10.1109\/34.868688","volume":"22","author":"J Shi","year":"2000","unstructured":"Shi, J., Malik, J.: Normalized cuts and image segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 22, 888\u2013905 (2000)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"1147_CR20","doi-asserted-by":"crossref","first-page":"1163","DOI":"10.1109\/34.546254","volume":"18","author":"L Najman","year":"1996","unstructured":"Najman, L., Schmitt, M.: Geodesic saliency of watershed contours and hierarchical segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 18, 1163\u20131173 (1996)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"1147_CR21","doi-asserted-by":"crossref","unstructured":"Arbelaez, P.: Boundary extraction in natural images using ultrametric contour maps. In: IEEE Conference on Computer Vision Pattern Recognition Workshop, p. 182 (2006)","DOI":"10.1109\/CVPRW.2006.48"},{"key":"1147_CR22","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1007\/s11760-014-0653-4","volume":"9","author":"M Yadollahi","year":"2015","unstructured":"Yadollahi, M., Proch\u00e1zka, A., Ka\u0161parov\u00e1, M., Vy\u0161ata, O.: The use of combined illumination in segmentation of orthodontic bodies. Signal Image Video Process. 9, 243\u2013250 (2015)","journal-title":"Signal Image Video Process."},{"key":"1147_CR23","doi-asserted-by":"crossref","first-page":"855","DOI":"10.1007\/s11760-011-0274-0","volume":"7","author":"E Nadernejad","year":"2013","unstructured":"Nadernejad, E., Sharifzadeh, S.: A new method for image segmentation based on fuzzy c-means algorithm on pixonal images formed by bilateral filtering. Signal Image Video Process. 7, 855\u2013863 (2013)","journal-title":"Signal Image Video Process."},{"key":"1147_CR24","doi-asserted-by":"crossref","first-page":"1113","DOI":"10.1007\/s11760-013-0546-y","volume":"9","author":"A Ladgham","year":"2015","unstructured":"Ladgham, A., Hamdaoui, F., Sakly, A., Mtibaa, A.: Fast MR brain image segmentation based on modified shuffled frog leaping algorithm. Signal Image Video Process. 9, 1113\u20131120 (2015)","journal-title":"Signal Image Video Process."},{"issue":"4","key":"1147_CR25","doi-asserted-by":"crossref","first-page":"1631","DOI":"10.1109\/TIP.2012.2235850","volume":"22","author":"MW Spratling","year":"2013","unstructured":"Spratling, M.W.: Image segmentation using a sparse coding model of cortical area V1. IEEE Trans. Image Process. 22(4), 1631\u20131643 (2013)","journal-title":"IEEE Trans. Image Process."},{"key":"1147_CR26","doi-asserted-by":"crossref","first-page":"3531","DOI":"10.1523\/JNEUROSCI.4911-09.2010","volume":"30","author":"MW Spratling","year":"2010","unstructured":"Spratling, M.W.: Predictive coding as a model of response properties in cortical area V1. J. Neurosci. 30, 3531\u20133543 (2010)","journal-title":"J. Neurosci."},{"key":"1147_CR27","unstructured":"Wang, Q., Spratling, M.W.: Color Image Segmentation Using the Predictive Coding\/Biased Competition Model of V1. Submitted to the Journal: Cognitive Computation"},{"key":"1147_CR28","doi-asserted-by":"crossref","unstructured":"Johnson, E.N., Hawken, M.J., Shapley, R.: The orientation selectivity of color-responsive neurons in macaque V1. J. Neurosci. 28, 8096\u20138106 (2008)","DOI":"10.1523\/JNEUROSCI.1404-08.2008"},{"issue":"2","key":"1147_CR29","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1007\/s10044-015-0494-y","volume":"20","author":"M Mignotte","year":"2017","unstructured":"Mignotte, M.: A biologically inspired framework for contour detection. Pattern Anal. App. 20(2), 365\u2013381 (2017)","journal-title":"Pattern Anal. App."},{"key":"1147_CR30","doi-asserted-by":"crossref","first-page":"758","DOI":"10.1016\/j.cviu.2010.01.011","volume":"114","author":"A Benoit","year":"2010","unstructured":"Benoit, A., Caplier, A., Durette, B., Herault, J.: Using human visual system modeling for bio-inspired low level image processing. Comput. Vis. Image Underst. 114, 758\u2013773 (2010)","journal-title":"Comput. Vis. Image Underst."},{"key":"1147_CR31","doi-asserted-by":"crossref","first-page":"609","DOI":"10.1016\/j.imavis.2003.12.004","volume":"22","author":"C Grigorescu","year":"2004","unstructured":"Grigorescu, C., Petkov, N., Westenberg, M.A.: Contour and boundary detection improved by surround suppression of texture edges. Image Vis. Comput. 22, 609\u2013622 (2004)","journal-title":"Image Vis. Comput."},{"issue":"5","key":"1147_CR32","doi-asserted-by":"crossref","first-page":"530","DOI":"10.1109\/TPAMI.2004.1273918","volume":"26","author":"DR Martin","year":"2004","unstructured":"Martin, D.R., Fowlkes, C.C., Malik, J.: Learning to detect natural image boundaries using local brightness, color and texture cues. IEEE Trans. Pattern Anal. Mach. Intell. 26(5), 530\u2013549 (2004)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"1147_CR33","doi-asserted-by":"crossref","unstructured":"Maire, M., Arbelaez, P., Fowlkes, C., Malik, J.: Using contours to detect and localize junctions in natural image. Comput. Vis. Pattern Recognit. 1\u20138 (2008)","DOI":"10.1109\/CVPR.2008.4587420"},{"key":"1147_CR34","doi-asserted-by":"crossref","unstructured":"Ren, X.: Multi-scale improves boundary detection in natural image. Comput. Vis. ECCV 533\u2013545 (2008)","DOI":"10.1007\/978-3-540-88690-7_40"},{"key":"1147_CR35","doi-asserted-by":"crossref","unstructured":"Song, Y.Z., Arbelaez, P., Hall, P., Li, C., Balikai, A.: Finding semantic structures in image hierarchies using Laplacian graph energy. In: Computer Vision-ECCV, vol. 2010, pp. 694\u2013707. Springer, Berlin Heidelberg (2010)","DOI":"10.1007\/978-3-642-15561-1_50"},{"key":"1147_CR36","doi-asserted-by":"crossref","first-page":"3736","DOI":"10.1109\/TIP.2006.881969","volume":"15","author":"M Elad","year":"2006","unstructured":"Elad, M., Aharon, M.: Image denoising via sparse and redundant representations over learned dictionaries. IEEE Trans. Image Process. 15, 3736\u20133745 (2006)","journal-title":"IEEE Trans. Image Process."},{"key":"1147_CR37","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1109\/TIP.2007.911828","volume":"17","author":"J Mairal","year":"2008","unstructured":"Mairal, J., Elad, M., Sapiro, G.: Sparse representation for color image restoration. IEEE Trans. Image Process. 17, 53\u201369 (2008)","journal-title":"IEEE Trans. Image Process."},{"key":"1147_CR38","doi-asserted-by":"crossref","first-page":"052561","DOI":"10.1155\/ASP\/2006\/52561","volume":"2006","author":"K Skretting","year":"2006","unstructured":"Skretting, K., Hus\u00f8y, J.H.: Texture classification using sparse frame-based representations. EURASIP J. Adv. Signal Process. 2006, 052561 (2006)","journal-title":"EURASIP J. Adv. Signal Process."},{"key":"1147_CR39","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1109\/TPAMI.2008.79","volume":"31","author":"J Wright","year":"2009","unstructured":"Wright, J., Yang, A.Y., Ganesh, A., Sastry, S.S., Ma, Y.: Robust face recognition via sparse representation. IEEE Trans. Pattern Anal. Mach. Intell. 31, 210\u2013227 (2009)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"1147_CR40","unstructured":"Ren, X., Bo, L.: Discriminative trained sparse code gradients for contour detection. In: Advances in Neural Information Processing Systems. pp. 584\u2013592 (2012)"},{"key":"1147_CR41","doi-asserted-by":"crossref","first-page":"4311","DOI":"10.1109\/TSP.2006.881199","volume":"54","author":"M Aharon","year":"2006","unstructured":"Aharon, M., Elad, M., Bruckstein, A.M.: The K-SVD: an algorithm for designing of overcomplete dictionaries for sparse representations. IEEE Trans. Signal Process. 54, 4311\u20134312 (2006)","journal-title":"IEEE Trans. Signal Process."},{"key":"1147_CR42","doi-asserted-by":"crossref","unstructured":"Mairal, J., Bach, F., Ponce, J., Sapiro, G., Zisserman, A.: Discriminative learned dictionaries for local image analysis. In: IEEE Conference on Computer Vision Pattern Recognition. pp. 1\u20138 (2008)","DOI":"10.1109\/CVPR.2008.4587652"},{"key":"1147_CR43","first-page":"43","volume":"2008","author":"J Mairal","year":"2008","unstructured":"Mairal, J., Leordeanu, M., Bach, F., Hebert, M., Ponce, J.: Discriminative sparse image models for class-specific edge detection and image interpretation. Comput. Vis. ECCV 2008, 43\u201356 (2008)","journal-title":"Comput. Vis. ECCV"},{"key":"1147_CR44","first-page":"416","volume":"2","author":"D Martin","year":"2001","unstructured":"Martin, D., Fowlkes, C., Tal, D., Malik, J.: A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics. Proc. Int. Conf. Comput. Vis. 2, 416\u2013423 (2001)","journal-title":"Proc. Int. Conf. Comput. Vis."},{"key":"1147_CR45","first-page":"1","volume":"40","author":"R Rubinstein","year":"2008","unstructured":"Rubinstein, R., Zibulevsky, M., Elad, M.: Efficient implementation of the K-SVD algorithm using batch orthogonal matching pursuit. CS Technion 40, 1\u201315 (2008)","journal-title":"CS Technion"}],"container-title":["Signal, Image and Video Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11760-017-1147-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11760-017-1147-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11760-017-1147-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,24]],"date-time":"2025-06-24T17:13:24Z","timestamp":1750785204000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11760-017-1147-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,7,21]]},"references-count":45,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2018,2]]}},"alternative-id":["1147"],"URL":"https:\/\/doi.org\/10.1007\/s11760-017-1147-y","relation":{},"ISSN":["1863-1703","1863-1711"],"issn-type":[{"type":"print","value":"1863-1703"},{"type":"electronic","value":"1863-1711"}],"subject":[],"published":{"date-parts":[[2017,7,21]]}}}