{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,26]],"date-time":"2025-10-26T14:05:18Z","timestamp":1761487518387},"reference-count":37,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2006,1,10]],"date-time":"2006-01-10T00:00:00Z","timestamp":1136851200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Pattern Anal Applic"],"published-print":{"date-parts":[[2006,5]]},"DOI":"10.1007\/s10044-005-0019-1","type":"journal-article","created":{"date-parts":[[2006,1,9]],"date-time":"2006-01-09T08:47:20Z","timestamp":1136796440000},"page":"1-20","source":"Crossref","is-referenced-by-count":26,"title":["Content-based image retrieval by using tree-structured features and multi-layer self-organizing map"],"prefix":"10.1007","volume":"9","author":[{"given":"Tommy W. S.","family":"Chow","sequence":"first","affiliation":[]},{"given":"M. K. M.","family":"Rahman","sequence":"additional","affiliation":[]},{"given":"Sitao","family":"Wu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2006,1,10]]},"reference":[{"key":"19_CR1","doi-asserted-by":"crossref","unstructured":"Niblack W, Barber R, Equitz W, Flickner M, Glasman E, Petkovic D, Yanker P, Faloutsos C, Taubin G (1993) The QBIC project: querying images by content using color, texture, and shape. In: Proceedings of SPIE storage and retrieval for image and video database, vol 1908, pp 173\u201387","DOI":"10.1117\/12.143648"},{"issue":"9","key":"19_CR2","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1109\/2.410150","volume":"28","author":"V Ogle","year":"1995","unstructured":"Ogle V, Stonebraker M (1995) Chabot: retrieval from a relational database of images. IEEE Comput 28(9):40\u201348","journal-title":"IEEE Comput"},{"key":"19_CR3","unstructured":"Rubner Y, Guibas LJ, Tomasi C (1997) The earth mover\u2019s distance, Shimulti-dimensional scaling, and color-based image retrieval. In Proceedings of the ARPA image understanding workshop, New Orleans, pp 661\u2013668"},{"issue":"4","key":"19_CR4","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1007\/s007990050026","volume":"1","author":"JZ Wang","year":"1998","unstructured":"Wang JZ, Wiederhold G, Firschein O, Sha XW (1998) Content-based image indexing and searching using Daubechies\u2019 wavelets. Int J Digit Libr 1(4):311\u2013328","journal-title":"Int J Digit Libr"},{"key":"19_CR5","doi-asserted-by":"crossref","unstructured":"Ma WY, Manjunath B, (1997) NaTra: A toolbox for navigating large image databases. In: Proceedings of IEEE international conference on image processing, pp 568\u201371","DOI":"10.1109\/ICIP.1997.647976"},{"key":"19_CR6","doi-asserted-by":"crossref","unstructured":"Carson C, Thomas M, Belongie S, Hellerstein JM, Malik J, (1999) Blobworld: a system for region-based image indexing and retrieval. In: Proceedings of 3rd international conference on visual information systems. Lecture Notes in Computer Science 1614:509\u2013516","DOI":"10.1007\/3-540-48762-X_63"},{"issue":"1\u20132","key":"19_CR7","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1006\/cviu.1999.0771","volume":"75","author":"JR Smith","year":"1999","unstructured":"Smith JR, Li CS (1999) Image classification and querying using composite region templates. Comput Vis Image Underst 75(1\u20132):165\u2013174","journal-title":"Comput Vis Image Underst"},{"key":"19_CR8","doi-asserted-by":"crossref","first-page":"947","DOI":"10.1109\/34.955109","volume":"23","author":"JZ Wang","year":"2001","unstructured":"Wang JZ, Li J, Wiederhold G (2001) SIMPLIcity: semantics sensitive integrated matching for picture libraries. IEEE Trans Pattern Anal Mach Intell 23:947\u2013963","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"5","key":"19_CR9","doi-asserted-by":"crossref","first-page":"70","DOI":"10.1145\/253769.253798","volume":"40","author":"A Gupta","year":"1997","unstructured":"Gupta A, Jain R (1997) Visual information retrieval. Commun ACM 40(5):70\u201379","journal-title":"Commun ACM"},{"key":"19_CR10","doi-asserted-by":"crossref","unstructured":"Pass G, Zabih R (1996) Histogram refinement for content-based image. In: Proceedings of the IEEE workshop on applications of computer vision, Sarasota","DOI":"10.1109\/ACV.1996.572008"},{"key":"19_CR11","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 IEEE conference on computer vision and pattern recognition, Puerto Rico","DOI":"10.1109\/CVPR.1997.609412"},{"key":"19_CR12","unstructured":"Rao A, Srihari R, Zhang Z (2000) Geometric histogram: a distribution of deometric configuration of color subsets. In: Internet Imaging, Proceedings of SPIE, San Jose, vol 3964, pp 91\u2013101"},{"key":"19_CR13","doi-asserted-by":"crossref","first-page":"979","DOI":"10.1016\/S0262-8856(01)00060-9","volume":"19","author":"L Cinque","year":"2001","unstructured":"Cinque L, Ciocca G, Levialdi S, Pellicano A, Schettini R (2001) Color-based image retrieval using spatial-chromatic histograms. Image Vis Comput 19:979\u2013986","journal-title":"Image Vis Comput"},{"key":"19_CR14","unstructured":"Manjunath BS, Ma WY (1996) Texture features for browsing and retrieval of large image data. IEEE Trans Pattern Anal Mach Intell, (Special Issue on Digital Libraries) 18(8):837\u2013842"},{"key":"19_CR15","unstructured":"Stanchev P (2003) Using image mining for image retrieval. In: Proceedings of IASTED, Cancun, Mexico, May 19\u201321, pp 214\u2013218"},{"issue":"6","key":"19_CR16","doi-asserted-by":"crossref","first-page":"716","DOI":"10.1109\/76.927426","volume":"11","author":"M Bober","year":"2001","unstructured":"Bober M (2001) MPEG-7 visual shape descriptors. IEEE Trans Circuits Sys Video Technol 11(6):716\u2013719","journal-title":"IEEE Trans Circuits Sys Video Technol"},{"key":"19_CR17","doi-asserted-by":"crossref","unstructured":"Smith JR, Chang SF (1996) VisualSEEk: a fully automated content-based image query system. In: ACM Multimedia 96, Nov, vol 11, pp 87\u201398","DOI":"10.1145\/244130.244151"},{"key":"19_CR18","doi-asserted-by":"crossref","unstructured":"Li J, Wang JZ, Wiederhold G (2000) IRM: Integrated region matching for image retrieval. In: Proceedings of the ACM Multimedia, pp 147\u2013156","DOI":"10.1145\/354384.354452"},{"key":"19_CR19","doi-asserted-by":"crossref","unstructured":"Jing F, Zhang B, Lin F, Ma WY, Zhang HJ (2001) A novel region-based image retrieval method using relevance feedback. In: Proceedings of the 3rd ACM international workshop on multimedia information retrieval, pp 28\u201331","DOI":"10.1145\/500933.500943"},{"key":"19_CR20","doi-asserted-by":"crossref","first-page":"639","DOI":"10.1016\/S0031-3203(01)00066-8","volume":"35","author":"A Sanfeliu","year":"2002","unstructured":"Sanfeliu A, Alqu\u00e9zar R, Andrade J, Climent J, Serratosa F, Verg\u00e9s J (2002) Graph-based representations and techniques for image processing and image analysis. Pattern Recognit 35:639\u2013650","journal-title":"Pattern Recognit"},{"issue":"6","key":"19_CR21","doi-asserted-by":"crossref","first-page":"1755","DOI":"10.1109\/18.165448","volume":"38","author":"X Wu","year":"1992","unstructured":"Wu X (1992) Image coding by adaptive tree-structured segmentation. IEEE Trans Inf Theor 38(6):1755\u201367","journal-title":"IEEE Trans Inf Theor"},{"issue":"12","key":"19_CR22","doi-asserted-by":"crossref","first-page":"1610","DOI":"10.1109\/83.544569","volume":"5","author":"H Radha","year":"1996","unstructured":"Radha H, Vetterli M, Leonardi R (1996) Image compression using binary space partitioning trees. IEEE Trans Image Process 5(12):1610\u201324","journal-title":"IEEE Trans Image Process"},{"issue":"4","key":"19_CR23","doi-asserted-by":"crossref","first-page":"561","DOI":"10.1109\/83.841934","volume":"9","author":"P Salembier","year":"2000","unstructured":"Salembier P, Garrido L (2000) Binary partition tree as an efficient representation for image processing, segmentation, and information retrieval. IEEE Trans Image Process 9(4):561\u201376","journal-title":"IEEE Trans Image Process"},{"key":"19_CR24","doi-asserted-by":"crossref","first-page":"781","DOI":"10.1109\/TNN.2003.813831","volume":"14","author":"SY Cho","year":"2003","unstructured":"Cho SY, Chi Z, Siu WC, Tsoi AC (2003) An improved algorithm for learning long-term dependency problem in adaptive processing of data structures. IEEE Trans Neural Netw 14:781\u2013793","journal-title":"IEEE Trans Neural Netw"},{"issue":"2","key":"19_CR25","doi-asserted-by":"crossref","first-page":"216","DOI":"10.1109\/TKDE.2005.28","volume":"17","author":"SY Cho","year":"2005","unstructured":"Cho SY, Chi Z (2005) Genetic evolution processing of data structures for image classification. IEEE Trans Knowl Data Eng 17(2):216\u2013231","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"19_CR26","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-97966-8","volume-title":"Self-organizing maps","author":"T Kohonen","year":"1997","unstructured":"Kohonen T (1997) Self-organizing maps. Springer, Berlin Heidelberg New York"},{"issue":"13\u201314","key":"19_CR27","doi-asserted-by":"crossref","first-page":"1199","DOI":"10.1016\/S0167-8655(00)00082-9","volume":"21","author":"J Laaksonen","year":"2000","unstructured":"Laaksonen J, Koskela M, Laakso S, Oja E (2000) PicSOM\u2014content-based image retrieval with self-organizing maps. Pattern Recognit Lett 21(13\u201314):1199\u20131207","journal-title":"Pattern Recognit Lett"},{"issue":"5","key":"19_CR28","doi-asserted-by":"crossref","first-page":"707","DOI":"10.1016\/j.patcog.2004.10.005","volume":"38","author":"S Wu","year":"2005","unstructured":"Wu S, Rahman MKM, Chow TWS (2005) Content-based image retrieval using growing hierarchical self-organizing quadtree map. Pattern Recognit 38(5):707\u2013722","journal-title":"Pattern Recognit"},{"issue":"2","key":"19_CR29","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1016\/S0031-3203(03)00237-1","volume":"37","author":"S Wu","year":"2004","unstructured":"Wu S, Chow TWS (2004) Clustering of the self-organizing map using a clustering validity index based on inter-cluster and intra-cluster density. Pattern Recognit 37(2):175\u2013188","journal-title":"Pattern Recognit"},{"issue":"1","key":"19_CR30","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1109\/TIE.2003.821897","volume":"51","author":"S Wu","year":"2004","unstructured":"Wu S, Chow TWS (2004) Induction machine fault detection: using SOM-based RBF neural networks. IEEE Trans Ind Electron 51(1):183\u2013194","journal-title":"IEEE Trans Ind Electron"},{"issue":"4","key":"19_CR31","doi-asserted-by":"crossref","first-page":"841","DOI":"10.1109\/TNN.2002.1021885","volume":"13","author":"J Laaksonen","year":"2002","unstructured":"Laaksonen J, Koskela M, Oja E (2002) PicSOM- self-organizing image retrieval with mpeg-7 content descriptors. IEEE Trans Neural Netw 13(4):841\u2013853","journal-title":"IEEE Trans Neural Netw"},{"key":"19_CR32","volume-title":"Introduction to Modern Information Retrieval","author":"G Salton","year":"1983","unstructured":"Salton G, McGill MJ (1983) Introduction to modern information retrieval. McGraw-Hill, New York"},{"issue":"8","key":"19_CR33","doi-asserted-by":"crossref","first-page":"800","DOI":"10.1109\/34.946985","volume":"23","author":"Y Deng","year":"2001","unstructured":"Deng Y, Manjunath B (2001) Unsupervised segmentation of color-texture regions in images and video. IEEE Trans Pattern Anal Mach Intell 23(8):800\u2013810","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"11","key":"19_CR34","doi-asserted-by":"crossref","first-page":"1549","DOI":"10.1109\/83.469936","volume":"4","author":"M Unser","year":"1995","unstructured":"Unser M (1995) Texture classification and segmentation using wavelet frames. IEEE Trans Image Process 4(11):1549\u20131560","journal-title":"IEEE Trans Image Process"},{"key":"19_CR35","doi-asserted-by":"crossref","DOI":"10.1137\/1.9781611970104","volume-title":"Ten lectures on wavelets","author":"I Daubechies","year":"1992","unstructured":"Daubechies I (1992) Ten lectures on wavelets. Capital City Press, Olymbia"},{"issue":"4","key":"19_CR36","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1007\/BF02279934","volume":"2","author":"YF Yam","year":"1995","unstructured":"Yam YF, Chow TWS (1995) Accelerated training algorithm for feedforward neural networks based on least-squares method. Neural Process Lett 2(4):20\u201325","journal-title":"Neural Process Lett"},{"issue":"3","key":"19_CR37","doi-asserted-by":"crossref","first-page":"806","DOI":"10.1109\/72.572119","volume":"8","author":"JYF Yam","year":"1997","unstructured":"Yam JYF, Chow TWS (1997) Extended least squares based algorithm for training feedforward networks. IEEE Trans Neural Netw 8(3):806\u2013810","journal-title":"IEEE Trans Neural Netw"}],"container-title":["Pattern Analysis and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10044-005-0019-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10044-005-0019-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10044-005-0019-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,29]],"date-time":"2019-05-29T08:02:24Z","timestamp":1559116944000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10044-005-0019-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,1,10]]},"references-count":37,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2006,5]]}},"alternative-id":["19"],"URL":"https:\/\/doi.org\/10.1007\/s10044-005-0019-1","relation":{},"ISSN":["1433-7541","1433-755X"],"issn-type":[{"value":"1433-7541","type":"print"},{"value":"1433-755X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2006,1,10]]}}}