{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T13:55:53Z","timestamp":1760709353020},"reference-count":43,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2017,6,28]],"date-time":"2017-06-28T00:00:00Z","timestamp":1498608000000},"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":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2019,3]]},"DOI":"10.1007\/s00521-017-3099-0","type":"journal-article","created":{"date-parts":[[2017,6,28]],"date-time":"2017-06-28T07:34:28Z","timestamp":1498635268000},"page":"675-690","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Partition selection with sparse autoencoders for content based image classification"],"prefix":"10.1007","volume":"31","author":[{"given":"Rik","family":"Das","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ekta","family":"Walia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,6,28]]},"reference":[{"key":"3099_CR1","doi-asserted-by":"publisher","first-page":"138","DOI":"10.1016\/j.jvcir.2015.02.011","volume":"29","author":"RH Miao","year":"2015","unstructured":"Miao RH, Tang JL, Chen XQ (2015) Classification of farmland images based on color features. J Vis Commun Image Represent 29:138\u2013146","journal-title":"J Vis Commun Image Represent"},{"key":"3099_CR2","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1016\/j.jvcir.2014.10.005","volume":"26","author":"M Zand","year":"2015","unstructured":"Zand M, Doraisamy S, Halin AA, Mustaffa MR (2015) Texture classification and discrimination for region-based image retrieval. J Vis Commun Image Represent 26:305\u2013316","journal-title":"J Vis Commun Image Represent"},{"issue":"4","key":"3099_CR3","first-page":"385","volume":"8","author":"D Ping Tian","year":"2013","unstructured":"Ping Tian D (2013) A review on image feature extraction and representation techniques. Int J Multimed Ubiquitous Eng 8(4):385\u2013396","journal-title":"Int J Multimed Ubiquitous Eng"},{"key":"3099_CR4","doi-asserted-by":"crossref","unstructured":"Lin Y, Lv F, Zhu S, Yang M, Cour T, Yu K, Huang T (2011) Large-scale image classification: fast feature extraction and SVM training. In: 2011 IEEE conference on computer vision and pattern recognition (CVPR). IEEE, pp 1689\u20131696","DOI":"10.1109\/CVPR.2011.5995477"},{"key":"3099_CR5","doi-asserted-by":"crossref","unstructured":"Ekenel HK, Stiefelhagen R (2006) Block selection in the local appearance-based face recognition scheme. In: Conference on computer vision and pattern recognition workshop, 2006. CVPRW\u201906. IEEE, pp 43\u201343","DOI":"10.1109\/CVPRW.2006.46"},{"key":"3099_CR6","doi-asserted-by":"crossref","unstructured":"Camlica Z, Tizhoosh HR, Khalvati F (2015) Autoencoding the retrieval relevance of medical images. In: 2015 International conference on image processing theory, tools and applications (IPTA). IEEE, pp 550\u2013555","DOI":"10.1109\/IPTA.2015.7367208"},{"key":"3099_CR7","doi-asserted-by":"crossref","unstructured":"Topi M, Timo O, Matti P, Maricor S (2000) Robust texture classification by subsets of local binary patterns. In: Proceedings of the 15th international conference on pattern recognition, 2000, vol 3. IEEE, pp 935\u2013938","DOI":"10.1109\/ICPR.2000.903698"},{"issue":"1","key":"3099_CR8","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1007\/BF00130487","volume":"7","author":"MJ Swain","year":"1991","unstructured":"Swain MJ, Ballard DH (1991) Color indexing. Int J Comput Vision 7(1):11\u201332","journal-title":"Int J Comput Vision"},{"issue":"6","key":"3099_CR9","doi-asserted-by":"publisher","first-page":"1335","DOI":"10.1016\/j.jvcir.2014.05.005","volume":"25","author":"E Walia","year":"2014","unstructured":"Walia E, Pal A (2014) Fusion framework for effective color image retrieval. J Vis Commun Image Represent 25(6):1335\u20131348","journal-title":"J Vis Commun Image Represent"},{"key":"3099_CR10","doi-asserted-by":"crossref","unstructured":"Dalal N, Triggs B (2005) Histograms of oriented gradients for human detection. In: IEEE computer society conference on computer vision and pattern recognition, 2005. CVPR 2005, vol 1. IEEE, pp 886\u2013893","DOI":"10.1109\/CVPR.2005.177"},{"key":"3099_CR11","doi-asserted-by":"crossref","unstructured":"Lowe DG (1999) Object recognition from local scale-invariant features. In: The proceedings of the seventh IEEE international conference on computer vision, 1999, vol 2. IEEE, pp 1150\u20131157","DOI":"10.1109\/ICCV.1999.790410"},{"key":"3099_CR12","volume-title":"Data mining: introductory and advanced topics","author":"MH Dunham","year":"2006","unstructured":"Dunham MH (2006) Data mining: introductory and advanced topics. Pearson Education India, Bengaluru"},{"key":"3099_CR13","first-page":"249","volume":"31","author":"SB Kotsiantis","year":"2007","unstructured":"Kotsiantis SB, Zaharakis I, Pintelas P (2007) Supervised machine learning: a review of classification techniques. Informatica 31:249\u2013268","journal-title":"Informatica"},{"key":"3099_CR14","doi-asserted-by":"crossref","unstructured":"Weise T, Chiong R (2010) Evolutionary data mining approaches for rule-based and tree-based classifiers. In: 2010 9th IEEE international conference on cognitive informatics (ICCI). IEEE, pp 696\u2013703","DOI":"10.1109\/COGINF.2010.5599821"},{"issue":"Feb","key":"3099_CR15","first-page":"281","volume":"10","author":"S Dasgupta","year":"2009","unstructured":"Dasgupta S, Kalai AT, Monteleoni C (2009) Analysis of perceptron-based active learning. J Mach Learn Res 10(Feb):281\u2013299","journal-title":"J Mach Learn Res"},{"key":"3099_CR16","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1016\/j.neunet.2014.10.001","volume":"61","author":"G Huang","year":"2015","unstructured":"Huang G, Huang GB, Song S, You K (2015) Trends in extreme learning machines: a review. Neural Netw 61:32\u201348","journal-title":"Neural Netw"},{"issue":"5","key":"3099_CR17","doi-asserted-by":"publisher","first-page":"984","DOI":"10.1109\/TPAMI.2013.178","volume":"36","author":"X Huang","year":"2014","unstructured":"Huang X, Shi L, Suykens JA (2014) Support vector machine classifier with pinball loss. IEEE Trans Pattern Anal Mach Intell 36(5):984\u2013997","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"3099_CR18","unstructured":"Zhou XS, Huang TS (2000) CBIR: from low-level features to high-level semantics. In: Proceedings of SPIE\u2014the international society for optical engineering, vol 3974, pp 426\u2013431"},{"issue":"3","key":"3099_CR19","doi-asserted-by":"publisher","first-page":"345","DOI":"10.1016\/j.jvcir.2013.01.007","volume":"24","author":"A Talib","year":"2013","unstructured":"Talib A, Mahmuddin M, Husni H, George LE (2013) A weighted dominant color descriptor for content-based image retrieval. J Vis Commun Image Represent 24(3):345\u2013360","journal-title":"J Vis Commun Image Represent"},{"issue":"8","key":"3099_CR20","doi-asserted-by":"publisher","first-page":"1625","DOI":"10.1016\/S0031-3203(00)00054-6","volume":"34","author":"R Brunelli","year":"2001","unstructured":"Brunelli R, Mich O (2001) Histograms analysis for image retrieval. Pattern Recogn 34(8):1625\u20131637","journal-title":"Pattern Recogn"},{"key":"3099_CR21","unstructured":"Rasheed W, An Y, Pan S, Jeong I, Park J, Kang J (2008) Image retrieval using maximum frequency of local histogram based color correlogram. In: International conference on multimedia and ubiquitous engineering, 2008. MUE 2008. IEEE, pp 62\u201366"},{"key":"3099_CR22","doi-asserted-by":"crossref","unstructured":"Huang J, Kumar SR, Mitra M, Zhu WJ, Zabih R (1997) Image indexing using color correlograms. In: Proceedings of the 1997 IEEE computer society conference on computer vision and pattern recognition, 1997. IEEE, pp 762\u2013768","DOI":"10.1109\/CVPR.1997.609412"},{"issue":"2","key":"3099_CR23","doi-asserted-by":"publisher","first-page":"461","DOI":"10.1016\/j.ipm.2006.07.014","volume":"43","author":"TC Lu","year":"2007","unstructured":"Lu TC, Chang CC (2007) Color image retrieval technique based on color features and image bitmap. Inf Process Manag 43(2):461\u2013472","journal-title":"Inf Process Manag"},{"issue":"1","key":"3099_CR24","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1016\/j.csi.2010.03.004","volume":"33","author":"XY Wang","year":"2011","unstructured":"Wang XY, Yu YJ, Yang HY (2011) An effective image retrieval scheme using color, texture and shape features. Comput Stand Interfaces 33(1):59\u201368","journal-title":"Comput Stand Interfaces"},{"key":"3099_CR25","doi-asserted-by":"crossref","unstructured":"Park DK, Jeon YS, Won CS (2000) Efficient use of local edge histogram descriptor. In: Proceedings of the 2000 ACM workshops on multimedia. ACM, pp 51\u201354","DOI":"10.1145\/357744.357758"},{"issue":"2","key":"3099_CR26","doi-asserted-by":"publisher","first-page":"120","DOI":"10.1016\/S1005-8885(13)60038-2","volume":"20","author":"LUO Yuan","year":"2013","unstructured":"Yuan LUO, Wu CM, Zhang Y (2013) Facial expression feature extraction using hybrid PCA and LBP. J China Univ Posts Telecommun 20(2):120\u2013124","journal-title":"J China Univ Posts Telecommun"},{"key":"3099_CR27","doi-asserted-by":"crossref","unstructured":"Wang W, Huang Y, Wang Y, Wang L (2014) Generalized autoencoder: a neural network framework for dimensionality reduction. In: Proceedings of the IEEE conference on computer vision and pattern recognition workshops, pp 490\u2013497","DOI":"10.1109\/CVPRW.2014.79"},{"issue":"8","key":"3099_CR28","doi-asserted-by":"publisher","first-page":"1798","DOI":"10.1109\/TPAMI.2013.50","volume":"35","author":"Y Bengio","year":"2013","unstructured":"Bengio Y, Courville A, Vincent P (2013) Representation learning: a review and new perspectives. IEEE Trans Pattern Anal Mach Intell 35(8):1798\u20131828","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"2","key":"3099_CR29","doi-asserted-by":"publisher","first-page":"152","DOI":"10.1109\/TETC.2014.2384992","volume":"3","author":"Q Zhu","year":"2015","unstructured":"Zhu Q, Shyu ML (2015) Sparse linear integration of content and context modalities for semantic concept retrieval. IEEE Trans Emerg Top Comput 3(2):152\u2013160","journal-title":"IEEE Trans Emerg Top Comput"},{"issue":"1","key":"3099_CR30","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1016\/j.knosys.2010.06.001","volume":"24","author":"ME ElAlami","year":"2011","unstructured":"ElAlami ME (2011) A novel image retrieval model based on the most relevant features. Knowl Based Syst 24(1):23\u201332","journal-title":"Knowl Based Syst"},{"key":"3099_CR31","doi-asserted-by":"crossref","unstructured":"Hiremath PS, Pujari J (2007) Content based image retrieval using color, texture and shape features. In: International conference on advanced computing and communications, 2007. ADCOM 2007. IEEE, pp 780\u2013784","DOI":"10.1109\/ADCOM.2007.21"},{"issue":"3","key":"3099_CR32","doi-asserted-by":"publisher","first-page":"1121","DOI":"10.1016\/j.mcm.2010.11.044","volume":"54","author":"J Yue","year":"2011","unstructured":"Yue J, Li Z, Liu L, Fu Z (2011) Content-based image retrieval using color and texture fused features. Math Comput Model 54(3):1121\u20131127","journal-title":"Math Comput Model"},{"issue":"23","key":"3099_CR33","doi-asserted-by":"publisher","first-page":"3323","DOI":"10.1016\/j.fss.2009.02.024","volume":"160","author":"M Banerjee","year":"2009","unstructured":"Banerjee M, Kundu MK, Maji P (2009) Content-based image retrieval using visually significant point features. Fuzzy Sets Syst 160(23):3323\u20133341","journal-title":"Fuzzy Sets Syst"},{"key":"3099_CR34","doi-asserted-by":"crossref","unstructured":"Jalab HA (2011) Image retrieval system based on color layout descriptor and Gabor filters. In: 2011 IEEE conference on open systems (ICOS). IEEE, pp 32\u201336","DOI":"10.1109\/ICOS.2011.6079266"},{"key":"3099_CR35","first-page":"1","volume":"1","author":"GL Shen","year":"2013","unstructured":"Shen GL, Wu XJ (2013) Content based image retrieval by combining color, texture and CENTRIST. IEEE Int Workshop Signal Process 1:1\u20134","journal-title":"IEEE Int Workshop Signal Process"},{"issue":"2","key":"3099_CR36","doi-asserted-by":"publisher","first-page":"1911","DOI":"10.1007\/s11042-013-1489-6","volume":"72","author":"A Irtaza","year":"2014","unstructured":"Irtaza A, Jaffar MA, Aleisa E, Choi TS (2014) Embedding neural networks for semantic association in content based image retrieval. Multimed Tools Appl 72(2):1911\u20131931","journal-title":"Multimed Tools Appl"},{"issue":"3","key":"3099_CR37","doi-asserted-by":"publisher","first-page":"691","DOI":"10.1007\/s11760-013-0506-6","volume":"9","author":"M Rahimi","year":"2015","unstructured":"Rahimi M, Moghaddam ME (2015) A content-based image retrieval system based on color ton distribution descriptors. SIViP 9(3):691\u2013704","journal-title":"SIViP"},{"key":"3099_CR38","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"},{"issue":"3","key":"3099_CR39","doi-asserted-by":"publisher","first-page":"762","DOI":"10.1016\/j.compeleceng.2012.11.023","volume":"39","author":"M Subrahmanyam","year":"2013","unstructured":"Subrahmanyam M, Wu QJ, Maheshwari RP, Balasubramanian R (2013) Modified color motif co-occurrence matrix for image indexing and retrieval. Comput Electr Eng 39(3):762\u2013774","journal-title":"Comput Electr Eng"},{"issue":"1","key":"3099_CR40","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1007\/s11220-014-0093-9","volume":"15","author":"E Walia","year":"2014","unstructured":"Walia E, Vesal S, Pal A (2014) An effective and fast hybrid framework for color image retrieval. Sens Imaging 15(1):93","journal-title":"Sens Imaging"},{"issue":"5","key":"3099_CR41","doi-asserted-by":"publisher","first-page":"5104","DOI":"10.1016\/j.eswa.2011.11.029","volume":"39","author":"M Subrahmanyam","year":"2012","unstructured":"Subrahmanyam M, Maheshwari RP, Balasubramanian R (2012) Expert system design using wavelet and color vocabulary trees for image retrieval. Expert Syst Appl 39(5):5104\u20135114","journal-title":"Expert Syst Appl"},{"key":"3099_CR42","doi-asserted-by":"crossref","unstructured":"Wang Y, Yao H, Zhao S, Zheng Y (2015) Dimensionality reduction strategy based on auto-encoder. In: Proceedings of the 7th international conference on internet multimedia computing and service. ACM, p 63","DOI":"10.1145\/2808492.2808555"},{"issue":"1","key":"3099_CR43","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1016\/j.patcog.2012.06.001","volume":"46","author":"GH Liu","year":"2013","unstructured":"Liu GH, Yang JY (2013) Content-based image retrieval using color difference histogram. Pattern Recogn 46(1):188\u2013198","journal-title":"Pattern Recogn"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-017-3099-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-017-3099-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-017-3099-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,16]],"date-time":"2019-03-16T09:24:54Z","timestamp":1552728294000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-017-3099-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6,28]]},"references-count":43,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2019,3]]}},"alternative-id":["3099"],"URL":"https:\/\/doi.org\/10.1007\/s00521-017-3099-0","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,6,28]]},"assertion":[{"value":"13 October 2016","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 June 2017","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 June 2017","order":3,"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"}}]}}