{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T07:27:50Z","timestamp":1740122870340,"version":"3.37.3"},"reference-count":52,"publisher":"Springer Science and Business Media LLC","issue":"17","license":[{"start":{"date-parts":[[2019,1,4]],"date-time":"2019-01-04T00:00:00Z","timestamp":1546560000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61771353","41501505"],"award-info":[{"award-number":["61771353","41501505"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1007\/s11042-018-7036-8","type":"journal-article","created":{"date-parts":[[2019,1,4]],"date-time":"2019-01-04T07:54:52Z","timestamp":1546588492000},"page":"24391-24406","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Large scale image retrieval with DCNN and local geometrical constraint model"],"prefix":"10.1007","volume":"78","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5007-7303","authenticated-orcid":false,"given":"Huabing","family":"Zhou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yiwei","family":"Tao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinshu","family":"Shi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaolin","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Deng","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanduo","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liang","family":"Xie","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,1,4]]},"reference":[{"issue":"3","key":"7036_CR1","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1090\/S0002-9947-1950-0051437-7","volume":"68","author":"N Aronszajn","year":"1950","unstructured":"Aronszajn N (1950) Theory of reproducing kernels. Trans Am Math Soc 68(3):337\u2013404","journal-title":"Trans Am Math Soc"},{"key":"7036_CR2","volume-title":"Pattern recognition and machine learning","author":"CM Bishop","year":"2006","unstructured":"Bishop CM (2006) Pattern recognition and machine learning. Springer, Berlin"},{"key":"7036_CR3","doi-asserted-by":"publisher","first-page":"379","DOI":"10.1016\/j.patrec.2016.01.017","volume":"83","author":"J Chen","year":"2016","unstructured":"Chen J, Wang Y, Luo L, Yu J-G, Ma J (2016) Image retrieval based on image-to-class similarity. Pattern Recogn Lett 83:379\u2013387","journal-title":"Pattern Recogn Lett"},{"key":"7036_CR4","unstructured":"Cheng Z, Shen J (2014) Just-for-me: an adaptive personalization system for location-aware social music recommendation. In: Proceedings of international conference on multimedia retrieval. ACM, pp 185"},{"issue":"2","key":"7036_CR5","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1145\/2846092","volume":"34","author":"Z Cheng","year":"2016","unstructured":"Cheng Z, Shen J (2016) On effective location-aware music recommendation. ACM Trans Inf Syst (TOIS) 34(2):13","journal-title":"ACM Trans Inf Syst (TOIS)"},{"issue":"4","key":"7036_CR6","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1007\/s00530-014-0432-7","volume":"22","author":"Z Cheng","year":"2016","unstructured":"Cheng Z, Shen J, Miao H (2016) The effects of multiple query evidences on social image retrieval. Multimed Syst 22(4):509\u2013523","journal-title":"Multimed Syst"},{"key":"7036_CR7","unstructured":"Chitrakar P, Zhang C, Warner G, Liao X (2016) Socai media image retrieval using distilled convolutional neural nerwok for suspicious e-crime and terrorist involvement detection. In: ISM, pp 493\u2013498"},{"key":"7036_CR8","doi-asserted-by":"crossref","unstructured":"Datar M, Immorlica N, Indyk P, Mirrokni V (2004) Locality-sensitive hashing scheme based on p-stable distributions. In: Proceedings of the 20th aunual symposium on Computational geometry, pp 253\u2013262","DOI":"10.1145\/997817.997857"},{"issue":"6","key":"7036_CR9","doi-asserted-by":"publisher","first-page":"381","DOI":"10.1145\/358669.358692","volume":"24","author":"MA Fischler","year":"1981","unstructured":"Fischler MA, Bolles RC (1981) Random sample consensus: A paradigm for model fitting with application to image analysis and automated cartography. Commun ACM 24(6):381\u2013395","journal-title":"Commun ACM"},{"issue":"1","key":"7036_CR10","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1109\/TIP.2015.2467217","volume":"25","author":"J Ma","year":"2016","unstructured":"Ma J, Zhao J, Yuille AL (2016) Non-rigid point set registration by preserving global and local structures. IEEE Trans Image Process 25(1):53\u201364","journal-title":"IEEE Trans Image Process"},{"issue":"5","key":"7036_CR11","doi-asserted-by":"publisher","first-page":"2545","DOI":"10.1109\/TIP.2017.2675341","volume":"26","author":"Y Gao","year":"2017","unstructured":"Gao Y, Ma J, Yuille AL (2017) Semi-supervised sparse representation based classification for face recognition with insufficient labeled samples. IEEE Trans Image Process 26(5):2545\u20132560","journal-title":"IEEE Trans Image Process"},{"key":"7036_CR12","unstructured":"JD.com, Inc. (2018) http:\/\/www.jd.com"},{"issue":"8","key":"7036_CR13","doi-asserted-by":"publisher","first-page":"1233","DOI":"10.1016\/0031-3203(95)00160-3","volume":"29","author":"AK Jain","year":"1996","unstructured":"Jain AK, Vailaya A (1996) Image retrieval using color and shape. Pattern Recogn 29(8):1233\u20131244","journal-title":"Pattern Recogn"},{"issue":"8","key":"7036_CR14","doi-asserted-by":"publisher","first-page":"1362","DOI":"10.1109\/TCYB.2013.2283497","volume":"44","author":"Z Jin","year":"2014","unstructured":"Jin Z, Li C, Lin Y, Cai D (2014) Density sensitive hashing. IEEE Trans Cybern 44(8):1362\u20131371","journal-title":"IEEE Trans Cybern"},{"key":"7036_CR15","doi-asserted-by":"crossref","unstructured":"Jinda-Apiraksa A, Vonikakis V, Winkler S (2013) California-ND: An annotated dataset for near-duplicate detection in personal photo collections. In: QoMEX, pp 142\u2013147","DOI":"10.1109\/QoMEX.2013.6603227"},{"key":"7036_CR16","unstructured":"Krizhevsky A, Sutskever I, Hinton GE (2012) Imagenet classification with deep convolutional neural networks. In: NIPS, pp 1097\u20131105"},{"issue":"11","key":"7036_CR17","doi-asserted-by":"publisher","first-page":"2278","DOI":"10.1109\/5.726791","volume":"86","author":"Y LeCun","year":"1998","unstructured":"LeCun Y, Bottou L, Bengio Y, Haffner P (1998) Gradient-based learning applied to document recognition. Proc IEEE 86(11):2278\u20132324","journal-title":"Proc IEEE"},{"key":"7036_CR18","unstructured":"Li F, Perona P (2005) A bayesian hierarchical model for learning natural scene categories. In: CVPR, pp 524\u2013531"},{"issue":"1","key":"7036_CR19","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s11263-010-0318-x","volume":"89","author":"X Li","year":"2010","unstructured":"Li X, Hu Z (2010) Rejecting mismatches by correspondence function. Int J Comput Vis 89(1):1\u201317","journal-title":"Int J Comput Vis"},{"key":"7036_CR20","doi-asserted-by":"publisher","first-page":"501","DOI":"10.1016\/j.neucom.2015.06.041","volume":"173","author":"J Li","year":"2016","unstructured":"Li J, Wu Y, Zhao J, Lu K (2016) Multi-manifold sparse graph embedding for multi-modal image classification. Neurocomputing 173:501\u2013510","journal-title":"Neurocomputing"},{"issue":"11","key":"7036_CR21","doi-asserted-by":"publisher","first-page":"3516","DOI":"10.1109\/TCYB.2016.2565898","volume":"47","author":"J Li","year":"2017","unstructured":"Li J, Wu Y, Zhao J, Lu K (2017) Low-rank discriminant embedding for multiview learning. IEEE Trans Cybern 47(11):3516\u20133529","journal-title":"IEEE Trans Cybern"},{"key":"7036_CR22","doi-asserted-by":"crossref","unstructured":"Li J, Lu K, Huang Z, Zhu L, Shen HT (2018) Transfer independently together: A generalized framework for domain adaptation, IEEE Transactions on Cybernetics","DOI":"10.1109\/TCYB.2018.2820174"},{"key":"7036_CR23","unstructured":"Li J, Zhao J, Lu K (2016) Joint feature selection and structure preservation for domain adaptation. In: IJCAI, pp 1697\u20131703"},{"key":"7036_CR24","doi-asserted-by":"crossref","unstructured":"Liu H, Yan S (2010) Common visual pattern discovery via spatially coherent correspondence. In: CVPR, pp 1609\u20131616","DOI":"10.1109\/CVPR.2010.5539780"},{"issue":"2","key":"7036_CR25","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"D Lowe","year":"2004","unstructured":"Lowe D (2004) Distinctive image features from scale-invariant keypoints. Int J Comput Vis 60(2):91\u2013110","journal-title":"Int J Comput Vis"},{"key":"7036_CR26","doi-asserted-by":"publisher","unstructured":"Ma J, Zhao J, Jiang J, Zhou H, Guo X Locality preserving matching, International Journal of Computer Vision, to be published, https:\/\/doi.org\/10.1007\/s11263-018-1117-z","DOI":"10.1007\/s11263-018-1117-z"},{"key":"7036_CR27","doi-asserted-by":"crossref","unstructured":"Ma J, Zhao J, Jiang J, Zhou H (2017) Non-rigid point set registration with robust transformation estimation under manifold regularization. In: AAAI, pp 4218\u20134224","DOI":"10.1609\/aaai.v31i1.11195"},{"key":"7036_CR28","doi-asserted-by":"publisher","first-page":"128","DOI":"10.1016\/j.ins.2017.07.010","volume":"417","author":"J Ma","year":"2017","unstructured":"Ma J, Jiang J, Liu C, Li Y (2017) Feature guided Gaussian mixture model with semi-supervised em and local geometric constraint for retinal image registration. Inform Sci 417:128\u2013142","journal-title":"Inform Sci"},{"issue":"12","key":"7036_CR29","doi-asserted-by":"publisher","first-page":"3519","DOI":"10.1016\/j.patcog.2013.05.017","volume":"46","author":"J Ma","year":"2013","unstructured":"Ma J, Zhao J, Tian J, Bai X, Tu Z (2013) Regularized vector field learning with sparse approximation for mismatch removal. Pattern Recogn 46(12):3519\u20133532","journal-title":"Pattern Recogn"},{"issue":"4","key":"7036_CR30","doi-asserted-by":"publisher","first-page":"1706","DOI":"10.1109\/TIP.2014.2307478","volume":"23","author":"J Ma","year":"2014","unstructured":"Ma J, Zhao J, Tian J, Yuille AL, Tu Z (2014) Robust point matching via vector field consensus. IEEE Trans Image Process 23(4):1706\u20131721","journal-title":"IEEE Trans Image Process"},{"issue":"12","key":"7036_CR31","doi-asserted-by":"publisher","first-page":"6469","DOI":"10.1109\/TGRS.2015.2441954","volume":"53","author":"J Ma","year":"2015","unstructured":"Ma J, Zhou H, Zhao J, Gao Y, Jiang J, Tian J (2015) Robust feature matching for remote sensing image registration via locally linear transforming. IEEE Trans Geosci Remote Sens 53(12):6469\u20136481","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"7036_CR32","doi-asserted-by":"crossref","unstructured":"Ma J, Jiang J, Zhou H, Zhao J, Guo X (2018) Guided locality preserving feature matching for remote sensing image registration. IEEE Trans Geosci Remote Sens 56(8):4435\u20134447","DOI":"10.1109\/TGRS.2018.2820040"},{"key":"7036_CR33","doi-asserted-by":"publisher","unstructured":"Peng L, Zhang Y, Zhou H, Jiang J, Ma J (2018) A non-parametric depth modification model for registration between color and depth images. Multidim Syst Sign Process. to be published, https:\/\/doi.org\/10.1007\/s11045-018-0599-8","DOI":"10.1007\/s11045-018-0599-8"},{"key":"7036_CR34","doi-asserted-by":"publisher","first-page":"20734","DOI":"10.1109\/ACCESS.2018.2803152","volume":"6","author":"L Peng","year":"2018","unstructured":"Peng L, Zhang Y, Zhou H, Lu T (2018) A robust method for estimating image geometry with local structure constraint. IEEE Access 6:20734\u201320747","journal-title":"IEEE Access"},{"key":"7036_CR35","doi-asserted-by":"crossref","unstructured":"Sivic J, Zisserman A (2003) Video google: A text retrieval approach to object matching in videos. In: ICCV, pp 1470\u20131477","DOI":"10.1109\/ICCV.2003.1238663"},{"issue":"2","key":"7036_CR36","doi-asserted-by":"publisher","first-page":"242","DOI":"10.1109\/LGRS.2016.2636819","volume":"14","author":"X Tang","year":"2017","unstructured":"Tang X, Jiao L (2017) Fusion similarity-based reranking for sar image retrieval. IEEE Geosci Remote Sens Lett 14(2):242\u2013246","journal-title":"IEEE Geosci Remote Sens Lett"},{"key":"7036_CR37","volume-title":"Solutions of Ill-posed Problems","author":"AN Tikhonov","year":"1977","unstructured":"Tikhonov AN, Arsenin VY (1977) Solutions of Ill-posed Problems. Winston, Washington"},{"key":"7036_CR38","volume-title":"Statistical learning theory","author":"VN Vapnik","year":"1998","unstructured":"Vapnik VN (1998) Statistical learning theory. Wiley, New York"},{"key":"7036_CR39","unstructured":"Vedaldi A, Fulkerson B (2010) VLFeat - An open and portable library of computer vision algorithms. In: ACM MM, pp 1469\u20131472"},{"key":"7036_CR40","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1016\/0169-7439(87)80084-9","volume":"2","author":"S Wold","year":"1987","unstructured":"Wold S, Esbensen K, Geladi P (1987) Principal component analysis. Chemometr Intell Lab Syst 2:37\u201352","journal-title":"Chemometr Intell Lab Syst"},{"issue":"3","key":"7036_CR41","doi-asserted-by":"publisher","first-page":"772","DOI":"10.1016\/j.patcog.2014.09.005","volume":"48","author":"J Ma","year":"2015","unstructured":"Ma J, Zhao J, Ma Y, Tian J (2015) Non-rigid visible and infrared face registration via regularized Gaussian fields criterion. Pattern Recognition 48(3):772\u2013784","journal-title":"Pattern Recognition"},{"key":"7036_CR42","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1016\/j.compag.2017.10.002","volume":"143","author":"Z Yu","year":"2017","unstructured":"Yu Z, Zhou H, Li C (2017) Fast non-rigid image feature matching for agricultural uav via probabilistic inference with regularization techniques. Comput Electron Agric 143:79\u201389","journal-title":"Comput Electron Agric"},{"issue":"1","key":"7036_CR43","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1162\/neco.1990.2.1.1","volume":"2","author":"AL Yuille","year":"1990","unstructured":"Yuille AL (1990) Generalized deformable models, statistical physics, and matching problems. Neural Comput 2(1):1\u201324","journal-title":"Neural Comput"},{"issue":"1","key":"7036_CR44","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1049\/el.2010.2967","volume":"47","author":"H Zhou","year":"2011","unstructured":"Zhou H, Zhang DZ, Chen C, Tian J (2011) Discarding wide baseline mismatches with global and local transformation consistency. Electron Lett 47(1):25\u201326","journal-title":"Electron Lett"},{"key":"7036_CR45","first-page":"40","volume":"9","author":"H Zhou","year":"2012","unstructured":"Zhou H, Gong J, Tian J (2012) Semi-calibrated downward-looking images epipolar rectification on airborne platform. Huazhong Keji Daxue Xuebao(Ziran Kexue Ban)\/ J Huazhong Univ Sci Technol (Nat Sci Ed) 9:40","journal-title":"Huazhong Keji Daxue Xuebao(Ziran Kexue Ban)\/ J Huazhong Univ Sci Technol (Nat Sci Ed)"},{"issue":"3","key":"7036_CR46","first-page":"374","volume":"13","author":"H Zhou","year":"2016","unstructured":"Zhou H, Ma J, Yang C, Sun S, Liu R, Zhao J (2016) Nonrigid feature matching for remote sensing images via probabilistic inference with global and local regularizations. IEEE Geosci Remote Sens Lett 13(3):374\u2013378","journal-title":"IEEE Geosci Remote Sens Lett"},{"issue":"9","key":"7036_CR47","doi-asserted-by":"publisher","first-page":"2066","DOI":"10.1109\/TMM.2017.2729025","volume":"19","author":"L Zhu","year":"2017","unstructured":"Zhu L, Huang Z, Liu X, He X, Sun J, Zhou X (2017) Discrete multimodal hashing with canonical views for robust mobile landmark search. IEEE Trans Multimed 19(9):2066\u20132079","journal-title":"IEEE Trans Multimed"},{"issue":"7","key":"7036_CR48","doi-asserted-by":"publisher","first-page":"981","DOI":"10.1109\/TMM.2015.2431496","volume":"17","author":"L Zhu","year":"2015","unstructured":"Zhu L, Shen J, Jin H, Xie L, Zheng R (2015) \u201cLandmark classification with hierarchical multi-modal exemplar feature\u201d. IEEE Trans Multimed 17(7):981\u2013993","journal-title":"IEEE Trans Multimed"},{"issue":"12","key":"7036_CR49","doi-asserted-by":"publisher","first-page":"2756","DOI":"10.1109\/TCYB.2014.2383389","volume":"45","author":"L Zhu","year":"2015","unstructured":"Zhu L, Shen J, Jin H, Zheng R, Xie L (2015) Content-based visual landmark search via multimodal hypergraph learning. IEEE Trans Cybern 45(12):2756\u20132769","journal-title":"IEEE Trans Cybern"},{"issue":"2","key":"7036_CR50","doi-asserted-by":"publisher","first-page":"472","DOI":"10.1109\/TKDE.2016.2562624","volume":"29","author":"L Zhu","year":"2017","unstructured":"Zhu L, Shen J, Xie L (2017) Unsupervised visual hashing with semantic assistant for content-based image retrieval. IEEE Trans Knowl Data Eng 29(2):472\u2013486","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"11","key":"7036_CR51","doi-asserted-by":"publisher","first-page":"3941","DOI":"10.1109\/TCYB.2016.2591068","volume":"47","author":"L Zhu","year":"2017","unstructured":"Zhu L, Shen J, Xie L, Cheng Z (2017) Unsupervised topic hypergraph hashing for efficient mobile image retrieval. IEEE Trans Cybern 47(11):3941\u20133954","journal-title":"IEEE Trans Cybern"},{"key":"7036_CR52","doi-asserted-by":"crossref","unstructured":"Zhou H, Kuang Y, Yu Z, Ren S, Zhang Y, Lu T, Ma J (2018) Image deformation with vector-field interpolation based on mrls-tps. IEEE Access 6:75886\u201375898","DOI":"10.1109\/ACCESS.2018.2876884"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-018-7036-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-018-7036-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-018-7036-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,9]],"date-time":"2022-09-09T18:18:08Z","timestamp":1662747488000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-018-7036-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,1,4]]},"references-count":52,"journal-issue":{"issue":"17","published-print":{"date-parts":[[2019,9]]}},"alternative-id":["7036"],"URL":"https:\/\/doi.org\/10.1007\/s11042-018-7036-8","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"type":"print","value":"1380-7501"},{"type":"electronic","value":"1573-7721"}],"subject":[],"published":{"date-parts":[[2019,1,4]]},"assertion":[{"value":"26 June 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 November 2018","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 December 2018","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 January 2019","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}