{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T13:49:46Z","timestamp":1740145786154,"version":"3.37.3"},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,7,27]],"date-time":"2018-07-27T00:00:00Z","timestamp":1532649600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Image Video Proc."],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1186\/s13640-018-0308-4","type":"journal-article","created":{"date-parts":[[2018,7,26]],"date-time":"2018-07-26T23:44:58Z","timestamp":1532648698000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Segmentation of moving objects in image sequence based on perceptual similarity of local texture and photometric features"],"prefix":"10.1186","volume":"2018","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8290-211X","authenticated-orcid":false,"given":"K. L.","family":"Chan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,7,27]]},"reference":[{"key":"308_CR1","doi-asserted-by":"publisher","first-page":"32","DOI":"10.2174\/1874479610801010032","volume":"1","author":"SY Elhabian","year":"2008","unstructured":"SY Elhabian, KM El-Sayed, SH Ahmed, Moving object detection in spatial domain using background removal techniques \u2013 state-of-art. Recent Pat. Comput. Sci. 1, 32\u201354 (2008).","journal-title":"Recent Pat. Comput. Sci."},{"key":"308_CR2","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1016\/j.cviu.2013.12.005","volume":"122","author":"A Sobral","year":"2014","unstructured":"A Sobral, A Vacavant, A comprehensive review of background subtraction algorithms evaluated with synthetic and real videos. Comput. Vis. Image Underst. 122, 4\u201321 (2014).","journal-title":"Comput. Vis. Image Underst."},{"issue":"3","key":"308_CR3","first-page":"147","volume":"4","author":"T Bouwmans","year":"2011","unstructured":"T Bouwmans, Recent advanced statistical background modeling for foreground detection: a systematic survey. Recent Pat. Comput. Sci. 4(3), 147\u2013176 (2011).","journal-title":"Recent Pat. Comput. Sci."},{"issue":"7","key":"308_CR4","doi-asserted-by":"publisher","first-page":"780","DOI":"10.1109\/34.598236","volume":"19","author":"CR Wren","year":"1997","unstructured":"CR Wren, A Azarbayejani, T Darrell, A Pentland, Pfinder: real-time tracking of the human body. IEEE Trans. Pattern Anal. Mach. Intell. 19(7), 780\u2013785 (1997).","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"8","key":"308_CR5","doi-asserted-by":"publisher","first-page":"747","DOI":"10.1109\/34.868677","volume":"22","author":"C Stauffer","year":"2000","unstructured":"C Stauffer, WEL Grimson, Learning patterns of activity using real-time tracking. IEEE Trans. Pattern Anal. Mach. Intell. 22(8), 747\u2013757 (2000).","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"308_CR6","first-page":"28","volume-title":"Proceedings of International Conference on Pattern Recognition","author":"Z Zivkovic","year":"2004","unstructured":"Z Zivkovic, in Proceedings of International Conference on Pattern Recognition. Improved adaptive Gaussian mixture model for background subtraction (2004), pp. 28\u201331."},{"key":"308_CR7","doi-asserted-by":"publisher","first-page":"219","DOI":"10.2174\/2213275910801030219","volume":"1","author":"T Bouwmans","year":"2008","unstructured":"T Bouwmans, F El Baf, B Vachon, Background modeling using mixture of Gaussians for foreground detection \u2013 a survey. Recent Pat. Comput. Sci. 1, 219\u2013237 (2008).","journal-title":"Recent Pat. Comput. Sci."},{"issue":"7","key":"308_CR8","doi-asserted-by":"publisher","first-page":"1151","DOI":"10.1109\/JPROC.2002.801448","volume":"90","author":"A Elgammal","year":"2002","unstructured":"A Elgammal, R Duraiswami, D Harwood, LS Davis, Background and foreground modeling using nonparametric kernel density estimation for visual surveillance. Proc. IEEE 90(7), 1151\u20131163 (2002).","journal-title":"Proc. IEEE"},{"key":"308_CR9","doi-asserted-by":"publisher","first-page":"172","DOI":"10.1016\/j.rti.2004.12.004","volume":"11","author":"K Kim","year":"2005","unstructured":"K Kim, TH Chalidabhongse, D Harwood, LS Davis, Real-time foreground-background segmentation using codebook model. Real-Time Imaging 11, 172\u2013185 (2005).","journal-title":"Real-Time Imaging"},{"key":"308_CR10","first-page":"945","volume-title":"Proceedings of International Conference on Acoustics, Speech and Signal Processing","author":"O Barnich","year":"2009","unstructured":"O Barnich, M Van Droogenbroeck, in Proceedings of International Conference on Acoustics, Speech and Signal Processing. ViBe: a powerful random technique to estimate the background in video sequences (2009), pp. 945\u2013948."},{"key":"308_CR11","first-page":"38","volume-title":"Proceedings of IEEE Workshop on Change Detection at IEEE Conference on Computer Vision and Pattern Recognition","author":"M Hofmann","year":"2012","unstructured":"M Hofmann, P Tiefenbacher, G Rigoll, in Proceedings of IEEE Workshop on Change Detection at IEEE Conference on Computer Vision and Pattern Recognition. Background segmentation with feedback: the pixel-based adaptive segmenter (2012), pp. 38\u201343."},{"key":"308_CR12","first-page":"32","volume-title":"Proceedings of IEEE Workshop on Change Detection at IEEE Conference on Computer Vision and Pattern Recognition","author":"M Van Droogenbroeck","year":"2012","unstructured":"M Van Droogenbroeck, O Paquot, in Proceedings of IEEE Workshop on Change Detection at IEEE Conference on Computer Vision and Pattern Recognition. Background subtraction: experiments and improvements for ViBe (2012), pp. 32\u201337."},{"issue":"4","key":"308_CR13","doi-asserted-by":"publisher","first-page":"670","DOI":"10.1109\/TPAMI.2013.239","volume":"36","author":"TSF Haines","year":"2014","unstructured":"TSF Haines, T Xiang, Background subtraction with Dirichlet process mixture models. IEEE Trans. Pattern Anal. Mach. Intell. 36(4), 670\u2013683 (2014).","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"10","key":"308_CR14","doi-asserted-by":"publisher","first-page":"1975","DOI":"10.1109\/TPAMI.2014.2314663","volume":"36","author":"Z Gao","year":"2014","unstructured":"Z Gao, L-F Cheong, Y-X Wang, Block-sparse RPCA for salient motion detection. IEEE Trans. Pattern Anal. Mach. Intell. 36(10), 1975\u20131987 (2014).","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"8","key":"308_CR15","doi-asserted-by":"publisher","first-page":"2502","DOI":"10.1109\/TIP.2015.2419084","volume":"24","author":"X Liu","year":"2015","unstructured":"X Liu, G Zhao, J Yao, C Qi, Background subtraction based on low-rank and structured sparse decomposition. IEEE Trans. Image Process. 24(8), 2502\u20132514 (2015).","journal-title":"IEEE Trans. Image Process."},{"key":"308_CR16","doi-asserted-by":"publisher","first-page":"1305","DOI":"10.1109\/ICCV.2003.1238641","volume-title":"Proceedings of IEEE International Conference on Computer Vision","author":"A Monnet","year":"2003","unstructured":"A Monnet, A Mittal, N Paragios, V Ramesh, in Proceedings of IEEE International Conference on Computer Vision. Background modelling and subtraction of dynamic scenes (2003), pp. 1305\u20131312."},{"key":"308_CR17","first-page":"1","volume-title":"Proceedings of IEEE Conference on Computer Vision and Pattern Recognition","author":"V Mahadevan","year":"2008","unstructured":"V Mahadevan, N Vasconcelos, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition. Background subtraction in highly dynamic scenes (2008), pp. 1\u20136."},{"key":"308_CR18","first-page":"74","volume-title":"Proceedings of IEEE Conference On Computer Vision and Pattern Recognition","author":"Y Sheikh","year":"2005","unstructured":"Y Sheikh, M Shah, in Proceedings of IEEE Conference On Computer Vision and Pattern Recognition. Bayesian object detection in dynamic scenes, vol 1 (2005), pp. 74\u201379."},{"key":"308_CR19","volume-title":"Proceedings of International Workshop on Visual Surveillance","author":"S Zhang","year":"2008","unstructured":"S Zhang, H Yao, S Liu, in Proceedings of International Workshop on Visual Surveillance. Dynamic background subtraction based on local dependency histogram (2008)."},{"issue":"4","key":"308_CR20","doi-asserted-by":"publisher","first-page":"657","DOI":"10.1109\/TPAMI.2006.68","volume":"28","author":"M Heikkil\u00e4","year":"2006","unstructured":"M Heikkil\u00e4, M Pietik\u00e4inen, A texture-based method for modeling the background and detecting moving objects. IEEE Trans. Pattern Anal. Mach. Intell. 28(4), 657\u2013662 (2006).","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"308_CR21","first-page":"1301","volume-title":"Proceedings of IEEE Conference on Computer Vision and Pattern Recognition","author":"S Liao","year":"2010","unstructured":"S Liao, G Zhao, V Kellokumpu, M Pietik\u00e4inen, SZ Li, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition. Modeling pixel process with scale invariant local patterns for background subtraction in complex scenes (2010), pp. 1301\u20131306."},{"issue":"1","key":"308_CR22","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1109\/TIP.2014.2378053","volume":"24","author":"P-L St-Charles","year":"2015","unstructured":"P-L St-Charles, G-A Bilodeau, R Bergevin, SuBSENSE: a universal change detection method with local adaptive sensitivity. IEEE Trans. Image Process. 24(1), 359\u2013373 (2015).","journal-title":"IEEE Trans. Image Process."},{"key":"308_CR23","first-page":"73","volume-title":"Proceedings of Asian Conference on Computer Vision","author":"F Ma","year":"2012","unstructured":"F Ma, N Sang, in Proceedings of Asian Conference on Computer Vision. Background subtraction based on multi-channel SILTP (2012), pp. 73\u201384."},{"issue":"7","key":"308_CR24","doi-asserted-by":"publisher","first-page":"3191","DOI":"10.1109\/TIP.2014.2326776","volume":"23","author":"L Lin","year":"2014","unstructured":"L Lin, Y Xu, X Liang, J Lai, Complex background subtraction by pursuing dynamic spatio-temporal models. IEEE Trans. Image Process. 23(7), 3191\u20133202 (2014).","journal-title":"IEEE Trans. Image Process."},{"key":"308_CR25","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1016\/j.cviu.2013.12.003","volume":"122","author":"C Spampinato","year":"2014","unstructured":"C Spampinato, S Palazzo, I Kavasidis, A texton-based kernel density estimation approach for background modeling under extreme conditions. Comput. Vis. Image Underst. 122, 74\u201383 (2014).","journal-title":"Comput. Vis. Image Underst."},{"key":"308_CR26","doi-asserted-by":"publisher","first-page":"1015","DOI":"10.1007\/s00138-012-0448-y","volume":"24","author":"SW Kim","year":"2013","unstructured":"SW Kim, K Yun, KM Yi, SJ Kim, JY Choi, Detection of moving objects with a moving camera using non-panoramic background model. Mach. Vis. Appl. 24, 1015\u20131028 (2013).","journal-title":"Mach. Vis. Appl."},{"issue":"6","key":"308_CR27","doi-asserted-by":"publisher","first-page":"1583","DOI":"10.1109\/TIP.2006.871119","volume":"15","author":"H-L Eng","year":"2006","unstructured":"H-L Eng, J Wang, AHK Siew Wah, W-Y Yau, Robust human detection within a highly dynamic aquatic environment in real time. IEEE Trans. Image Process. 15(6), 1583\u20131600 (2006).","journal-title":"IEEE Trans. Image Process."},{"key":"308_CR28","first-page":"480","volume-title":"Proceedings of the 15th IAPR International Conference on Machine Vision Applications","author":"KL Chan","year":"2017","unstructured":"KL Chan, in Proceedings of the 15th IAPR International Conference on Machine Vision Applications. Saliency\/non-saliency segregation in video sequences using perception-based local ternary pattern features (2017), pp. 480\u2013483."},{"key":"308_CR29","unstructured":"RC Gonzalez, RE Woods, Digital Image Processing (Pearson\/Prentice Hall, Upper Saddle River, 2010)."},{"issue":"12","key":"308_CR30","doi-asserted-by":"publisher","first-page":"2127","DOI":"10.1109\/TCSVT.2013.2273622","volume":"23","author":"M Haque","year":"2013","unstructured":"M Haque, M Murshed, Perception-inspired background subtraction. IEEE Trans. Circuits Syst. Video Technol. 23(12), 2127\u20132140 (2013).","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"308_CR31","first-page":"255","volume-title":"Proceedings of International Conference on Computer Vision","author":"K Toyama","year":"1999","unstructured":"K Toyama, J Krumm, B Brumitt, B Meyers, in Proceedings of International Conference on Computer Vision. Wallflower: principles and practice of background maintenance (1999), pp. 255\u2013261."},{"issue":"11","key":"308_CR32","doi-asserted-by":"publisher","first-page":"1459","DOI":"10.1109\/TIP.2004.836169","volume":"13","author":"L Li","year":"2004","unstructured":"L Li, W Huang, IY-H Gu, Q Tian, Statistical modelling of complex backgrounds for foreground object detection. IEEE Trans. Image Process. 13(11), 1459\u20131472 (2004).","journal-title":"IEEE Trans. Image Process."},{"key":"308_CR33","first-page":"16","volume-title":"Proceedings of IEEE Conference on Computer Vision and Pattern Recognition","author":"N Goyette","year":"2012","unstructured":"N Goyette, P-M Jodoin, F Porikli, J Konrad, P Ishwar, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition. Changedetection.net: a new change detection benchmark dataset (2012), pp. 16\u201321."},{"key":"308_CR34","first-page":"187","volume-title":"Proceedings of British Machine Vision Conference","author":"M Heikkil\u00e4","year":"2004","unstructured":"M Heikkil\u00e4, M Pietik\u00e4inen, J Heikkil\u00e4, in Proceedings of British Machine Vision Conference. A texture-based method for detecting moving objects (2004), pp. 187\u2013196."}],"container-title":["EURASIP Journal on Image and Video Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13640-018-0308-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s13640-018-0308-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13640-018-0308-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,26]],"date-time":"2019-07-26T19:06:41Z","timestamp":1564168001000},"score":1,"resource":{"primary":{"URL":"https:\/\/jivp-eurasipjournals.springeropen.com\/articles\/10.1186\/s13640-018-0308-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7,27]]},"references-count":34,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,12]]}},"alternative-id":["308"],"URL":"https:\/\/doi.org\/10.1186\/s13640-018-0308-4","relation":{},"ISSN":["1687-5281"],"issn-type":[{"type":"electronic","value":"1687-5281"}],"subject":[],"published":{"date-parts":[[2018,7,27]]},"assertion":[{"value":"26 January 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 July 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 July 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"KL Chan received the M.Sc. Degree in Electronics from the University of Wales Institute of Science and Technology, UK. He received the Ph.D. degree from the University of Wales College of Medicine, UK. He is currently an Assistant Professor of the Department of Electronic Engineering, the City University of Hong Kong. His research interests include image processing and computer vision.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Authors\u2019 information"}},{"value":"The author declares that he has no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}},{"value":"Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Publisher\u2019s Note"}}],"article-number":"62"}}