{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T02:55:31Z","timestamp":1776394531674,"version":"3.51.2"},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2018,6,13]],"date-time":"2018-06-13T00:00:00Z","timestamp":1528848000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Artif Intell Rev"],"published-print":{"date-parts":[[2019,8]]},"DOI":"10.1007\/s10462-018-9636-0","type":"journal-article","created":{"date-parts":[[2018,6,13]],"date-time":"2018-06-13T06:10:51Z","timestamp":1528870251000},"page":"901-925","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":89,"title":["Scene analysis and search using local features and support vector machine for effective content-based image retrieval"],"prefix":"10.1007","volume":"52","author":[{"given":"Uzma","family":"Sharif","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zahid","family":"Mehmood","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Toqeer","family":"Mahmood","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muhammad Arshad","family":"Javid","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amjad","family":"Rehman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tanzila","family":"Saba","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,6,13]]},"reference":[{"key":"9636_CR1","doi-asserted-by":"publisher","first-page":"539","DOI":"10.1016\/j.compeleceng.2016.04.002","volume":"54","author":"N Ali","year":"2016","unstructured":"Ali N, Bajwa KB, Sablatnig R, Mehmood Z (2016) Image retrieval by addition of spatial information based on histograms of triangular regions. Comput Electr Eng 54:539\u2013550","journal-title":"Comput Electr Eng"},{"issue":"1","key":"9636_CR2","doi-asserted-by":"publisher","first-page":"274","DOI":"10.1016\/j.ipm.2012.03.005","volume":"49","author":"A Arampatzis","year":"2013","unstructured":"Arampatzis A, Zagoris K, Chatzichristofis SA (2013) Dynamic two-stage image retrieval from large multimedia databases. Inf Process Manag 49(1):274\u2013285","journal-title":"Inf Process Manag"},{"key":"9636_CR3","unstructured":"Arthur D, Vassilvitskii S (2007) k-means++: the advantages of careful seeding. In: Proceedings of the eighteenth annual ACM-SIAM symposium on discrete algorithms. Society for Industrial and Applied Mathematics"},{"issue":"3","key":"9636_CR4","doi-asserted-by":"publisher","first-page":"346","DOI":"10.1016\/j.cviu.2007.09.014","volume":"110","author":"H Bay","year":"2008","unstructured":"Bay H, Ess A, Tuytelaars T, Van Gool L (2008) Speeded-up robust features (SURF). Comput Vis Image Underst 110(3):346\u2013359","journal-title":"Comput Vis Image Underst"},{"issue":"8","key":"9636_CR5","doi-asserted-by":"publisher","first-page":"1187","DOI":"10.1109\/TIP.2005.849770","volume":"14","author":"Y Chen","year":"2005","unstructured":"Chen Y, Wang JZ, Krovetz R (2005) CLUE: cluster-based retrieval of images by unsupervised learning. IEEE Trans Image Process 14(8):1187\u20131201","journal-title":"IEEE Trans Image Process"},{"issue":"2","key":"9636_CR6","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1145\/1348246.1348248","volume":"40","author":"R Datta","year":"2008","unstructured":"Datta R, Joshi D, Li J, Wang JZ (2008) Image retrieval: ideas, influences, and trends of the new age. ACM Comput Surv 40(2):5","journal-title":"ACM Comput Surv"},{"issue":"3","key":"9636_CR7","doi-asserted-by":"publisher","first-page":"761","DOI":"10.1007\/s10589-013-9605-0","volume":"57","author":"K Deb","year":"2014","unstructured":"Deb K, Padhye N (2014) Enhancing performance of particle swarm optimization through an algorithmic link with genetic algorithms. Comput Optim Appl 57(3):761\u2013794","journal-title":"Comput Optim Appl"},{"key":"9636_CR9","unstructured":"Dinesh KR, Hariharan S (2014) Approaches and trends in content based image retrieval. In: Proceedings of 24th international conference in communication, network and computing, CNC. Elsevier, pp 473\u2013477"},{"key":"9636_CR10","doi-asserted-by":"publisher","first-page":"288","DOI":"10.1016\/j.compeleceng.2015.04.011","volume":"46","author":"SR Dubey","year":"2015","unstructured":"Dubey SR, Singh SK, Singh RK (2015) Rotation and scale invariant hybrid image descriptor and retrieval. Comput Electric Eng 46:288\u2013302","journal-title":"Comput Electric Eng"},{"key":"9636_CR11","doi-asserted-by":"publisher","first-page":"407","DOI":"10.1016\/j.asoc.2013.10.003","volume":"14","author":"ME ElAlami","year":"2014","unstructured":"ElAlami ME (2014) A new matching strategy for content based image retrieval system. Appl Soft Comput 14:407\u2013418","journal-title":"Appl Soft Comput"},{"key":"9636_CR12","doi-asserted-by":"crossref","unstructured":"Iakovidou C, Anagnostopoulos N, Kapoutsis AC, Boutalis Y, Chatzichristofis SA (2014) Searching images with MPEG-7 (& mpeg-7-like) powered localized descriptors: the SIMPLE answer to effective content based image retrieval. In: 12th International workshop on content-based multimedia indexing (CBMI). IEEE","DOI":"10.1109\/CBMI.2014.6849821"},{"key":"9636_CR13","doi-asserted-by":"crossref","unstructured":"Krajn\u00edk T, Crist\u00f3foris P, Nitsche M, Kusumam K, Duckett T (2015) Image features and seasons revisited. In: European conference on mobile robots (ECMR). IEEE","DOI":"10.1109\/ECMR.2015.7324193"},{"key":"9636_CR14","doi-asserted-by":"crossref","unstructured":"Leutenegger S, Chli M, Siegwart RY (2011) BRISK: binary robust invariant scalable keypoints. In: IEEE international conference on computer vision (ICCV). IEEE","DOI":"10.1109\/ICCV.2011.6126542"},{"issue":"9","key":"9636_CR15","doi-asserted-by":"publisher","first-page":"1075","DOI":"10.1109\/TPAMI.2003.1227984","volume":"25","author":"J Li","year":"2003","unstructured":"Li J, Wang JZ (2003) Automatic linguistic indexing of pictures by a statistical modeling approach. IEEE Trans Pattern Anal Mach Intell 25(9):1075\u20131088","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"1","key":"9636_CR16","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1016\/j.patcog.2012.06.001","volume":"46","author":"G-H Liu","year":"2013","unstructured":"Liu G-H, Yang J-Y (2013) Content-based image retrieval using color difference histogram. Pattern Recogn 46(1):188\u2013198","journal-title":"Pattern Recogn"},{"issue":"1","key":"9636_CR17","doi-asserted-by":"publisher","first-page":"262","DOI":"10.1016\/j.patcog.2006.04.045","volume":"40","author":"Y Liu","year":"2007","unstructured":"Liu Y, Zhang D, Lu G, Ma W-Y (2007) A survey of content-based image retrieval with high-level semantics. Pattern Recogn 40(1):262\u2013282","journal-title":"Pattern Recogn"},{"issue":"7","key":"9636_CR18","doi-asserted-by":"publisher","first-page":"2380","DOI":"10.1016\/j.patcog.2010.02.012","volume":"43","author":"G-H Liu","year":"2010","unstructured":"Liu G-H, Zhang L, Hou Y-K, Li Z-Y, Yang J-Y (2010) Image retrieval based on multi-texton histogram. Pattern Recogn 43(7):2380\u20132389","journal-title":"Pattern Recogn"},{"key":"9636_CR19","doi-asserted-by":"crossref","unstructured":"Lowe DG (1999) Object recognition from local scale-invariant features. In: Computer vision, 1999. The proceedings of the seventh IEEE international conference. IEEE","DOI":"10.1109\/ICCV.1999.790410"},{"issue":"2","key":"9636_CR20","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"DG Lowe","year":"2004","unstructured":"Lowe DG (2004) Distinctive image features from scale-invariant keypoints. Int J Comput Vis 60(2):91\u2013110","journal-title":"Int J Comput Vis"},{"issue":"2016","key":"9636_CR21","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2016\/8217250","volume":"2016","author":"Z Mehmood","year":"2016","unstructured":"Mehmood Z, Anwar SM, Ali N, Habib HA, Rashid M (2016) A novel image retrieval based on a combination of local and global histograms of visual words. Math Probl Eng 2016(2016):1\u201312","journal-title":"Math Probl Eng"},{"issue":"1","key":"9636_CR22","first-page":"54","volume":"45","author":"Z Mehmood","year":"2018","unstructured":"Mehmood Z, Anwar SM, Altaf M (2018) A novel image retrieval based on rectangular spatial histograms of visual words. Kuwait J Sci 45(1):54\u201369","journal-title":"Kuwait J Sci"},{"issue":"1","key":"9636_CR23","doi-asserted-by":"publisher","first-page":"166","DOI":"10.1007\/s10489-017-0957-5","volume":"48","author":"Z Mehmood","year":"2018","unstructured":"Mehmood Z, Mahmood T, Javid MA (2018) Content-based image retrieval and semantic automatic image annotation based on the weighted average of triangular histograms using support vector machine. Appl Intell 48(1):166\u2013181","journal-title":"Appl Intell"},{"issue":"4","key":"9636_CR24","doi-asserted-by":"publisher","first-page":"443","DOI":"10.1007\/s00138-015-0679-9","volume":"26","author":"D Mukherjee","year":"2015","unstructured":"Mukherjee D, Wu QJ, Wang G (2015) A comparative experimental study of image feature detectors and descriptors. Mach Vis Appl 26(4):443\u2013466","journal-title":"Mach Vis Appl"},{"issue":"4","key":"9636_CR25","doi-asserted-by":"publisher","first-page":"771","DOI":"10.1007\/s10898-012-9897-0","volume":"55","author":"N Padhye","year":"2013","unstructured":"Padhye N, Bhardawaj P, Deb K (2013) Improving differential evolution through a unified approach. J Glob Optim 55(4):771\u2013799","journal-title":"J Glob Optim"},{"issue":"8","key":"9636_CR26","doi-asserted-by":"publisher","first-page":"1226","DOI":"10.1109\/TPAMI.2005.159","volume":"27","author":"H Peng","year":"2005","unstructured":"Peng H, Long F, Ding C (2005) Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy. IEEE Trans Pattern Anal Mach Intell 27(8):1226\u20131238","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"5","key":"9636_CR27","first-page":"2181","volume":"2","author":"NMK Raja","year":"2013","unstructured":"Raja NMK, Bhanu KS (2013) Content bases image search and retrieval using indexing by k means clustering technique. Int J Adv Res Comput Commun Eng 2(5):2181\u20132189","journal-title":"Int J Adv Res Comput Commun Eng"},{"key":"9636_CR28","doi-asserted-by":"crossref","unstructured":"Rublee E, Rabaud V, Konolige K, Bradski G (2011) ORB: an efficient alternative to SIFT or SURF. In: IEEE international conference on computer vision (ICCV). IEEE","DOI":"10.1109\/ICCV.2011.6126544"},{"key":"9636_CR29","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511809682","volume-title":"Kernel methods for pattern analysis","author":"J Shawe-Taylor","year":"2004","unstructured":"Shawe-Taylor J, Cristianini N (2004) Kernel methods for pattern analysis. Cambridge University Press, Cambridge"},{"issue":"4","key":"9636_CR30","doi-asserted-by":"publisher","first-page":"530","DOI":"10.1016\/j.image.2014.01.010","volume":"29","author":"X Tian","year":"2014","unstructured":"Tian X, Jiao L, Liu X, Zhang X (2014) Feature integration of EODH and Color-SIFT: application to image retrieval based on codebook. Sig Process Image Commun 29(4):530\u2013545","journal-title":"Sig Process Image Commun"},{"issue":"1","key":"9636_CR31","doi-asserted-by":"publisher","first-page":"333","DOI":"10.1016\/j.patcog.2011.05.017","volume":"45","author":"A-M Tousch","year":"2012","unstructured":"Tousch A-M, Herbin S, Audibert J-Y (2012) Semantic hierarchies for image annotation: a survey. Pattern Recogn 45(1):333\u2013345","journal-title":"Pattern Recogn"},{"key":"9636_CR32","doi-asserted-by":"publisher","first-page":"2467","DOI":"10.1016\/j.neucom.2017.11.022","volume":"275","author":"M Tzelepi","year":"2018","unstructured":"Tzelepi M, Tefas A (2018) Deep convolutional learning for content based image retrieval. Neurocomputing 275:2467\u20132478","journal-title":"Neurocomputing"},{"key":"9636_CR33","doi-asserted-by":"publisher","first-page":"144","DOI":"10.1016\/j.patcog.2017.05.019","volume":"71","author":"T Uricchio","year":"2017","unstructured":"Uricchio T, Ballan L, Seidenari L, Del Bimbo A (2017) Automatic image annotation via label transfer in the semantic space. Pattern Recogn 71:144\u2013157","journal-title":"Pattern Recogn"},{"issue":"2","key":"9636_CR34","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1049\/iet-cvi.2012.0157","volume":"8","author":"X Yang","year":"2013","unstructured":"Yang X, Cai L (2013) Adaptive region matching for region-based image retrieval by constructing region importance index. IET Comput Vis 8(2):141\u2013151","journal-title":"IET Comput Vis"},{"key":"9636_CR35","doi-asserted-by":"publisher","first-page":"355","DOI":"10.1016\/j.neucom.2012.08.061","volume":"120","author":"J Yu","year":"2013","unstructured":"Yu J, Qin Z, Wan T, Zhang X (2013) Feature integration analysis of bag-of-features model for image retrieval. Neurocomputing 120:355\u2013364","journal-title":"Neurocomputing"},{"key":"9636_CR36","unstructured":"Yuan X, Yu J, Qin Z, Wan T (2011) A SIFT-LBP image retrieval model based on bag of features. In: IEEE international conference on image processing"},{"key":"9636_CR37","doi-asserted-by":"publisher","first-page":"673","DOI":"10.1016\/j.neucom.2015.07.008","volume":"171","author":"S Zeng","year":"2016","unstructured":"Zeng S, Huang R, Wang H, Kang Z (2016) Image retrieval using spatiograms of colors quantized by Gaussian mixture models. Neurocomputing 171:673\u2013684","journal-title":"Neurocomputing"},{"issue":"1","key":"9636_CR38","doi-asserted-by":"publisher","first-page":"346","DOI":"10.1016\/j.patcog.2011.05.013","volume":"45","author":"D Zhang","year":"2012","unstructured":"Zhang D, Islam MM, Lu G (2012) A review on automatic image annotation techniques. Pattern Recogn 45(1):346\u2013362","journal-title":"Pattern Recogn"},{"issue":"14","key":"9636_CR39","doi-asserted-by":"publisher","first-page":"2272","DOI":"10.1016\/j.patrec.2005.04.012","volume":"26","author":"D Zhong","year":"2005","unstructured":"Zhong D, Def\u00e9e I (2005) DCT histogram optimization for image database retrieval. Pattern Recogn Lett 26(14):2272\u20132281","journal-title":"Pattern Recogn Lett"}],"container-title":["Artificial Intelligence Review"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10462-018-9636-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10462-018-9636-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10462-018-9636-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,1,16]],"date-time":"2020-01-16T12:03:25Z","timestamp":1579176205000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10462-018-9636-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6,13]]},"references-count":38,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2019,8]]}},"alternative-id":["9636"],"URL":"https:\/\/doi.org\/10.1007\/s10462-018-9636-0","relation":{},"ISSN":["0269-2821","1573-7462"],"issn-type":[{"value":"0269-2821","type":"print"},{"value":"1573-7462","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,6,13]]},"assertion":[{"value":"13 June 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}