{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T22:56:32Z","timestamp":1771973792155,"version":"3.50.1"},"reference-count":35,"publisher":"Springer Science and Business Media LLC","issue":"13","license":[{"start":{"date-parts":[[2018,10,26]],"date-time":"2018-10-26T00:00:00Z","timestamp":1540512000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2018,10,26]],"date-time":"2018-10-26T00:00:00Z","timestamp":1540512000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100004543","name":"the Chinese Scholarship Council","doi-asserted-by":"crossref","award":["201506290117"],"award-info":[{"award-number":["201506290117"]}],"id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2022,7]]},"DOI":"10.1007\/s00521-018-3828-z","type":"journal-article","created":{"date-parts":[[2018,10,26]],"date-time":"2018-10-26T06:08:11Z","timestamp":1540534091000},"page":"11083-11096","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["Scene guided colorization using neural networks"],"prefix":"10.1007","volume":"34","author":[{"given":"Yu","family":"Xia","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shiru","family":"Qu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shaohua","family":"Wan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,10,26]]},"reference":[{"issue":"3\u20134","key":"3828_CR1","doi-asserted-by":"publisher","first-page":"657","DOI":"10.1007\/s00521-013-1471-2","volume":"23","author":"J MacIntyre","year":"2013","unstructured":"MacIntyre J (2013) Applications of neural computing in the twenty-first century and 21 years of Neural Computing & Applications. Neural Comput Appl 23(3\u20134):657\u2013665","journal-title":"Neural Comput Appl"},{"issue":"99","key":"3828_CR2","doi-asserted-by":"publisher","first-page":"36825","DOI":"10.1109\/ACCESS.2018.2851382","volume":"6","author":"S Wan","year":"2018","unstructured":"Wan S, Liang Y, Zhang Y, Guizani M (2018) Deep multi-layer perceptron classifier for behavior analysis to estimate parkinsons disease severity using smartphones. IEEE Access 6(99):36825\u201336833","journal-title":"IEEE Access"},{"key":"3828_CR3","doi-asserted-by":"publisher","first-page":"1749","DOI":"10.1016\/j.apm.2014.09.028","volume":"39","author":"D Li","year":"2015","unstructured":"Li D, Zhang C, Wen J (2015) A note on compact finite difference method for reaction-diffusion equations with delay. Appl Math Model 39:1749\u20131754","journal-title":"Appl Math Model"},{"key":"3828_CR4","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1016\/j.jcp.2016.06.046","volume":"322","author":"D Li","year":"2016","unstructured":"Li D, Zhang J (2016) Efficient implementation to numerically solve the nonlinear time fractional parabolic problems on unbounded spatial domain. J Comput Phys 322:415\u2013428","journal-title":"J Comput Phys"},{"key":"3828_CR5","doi-asserted-by":"crossref","unstructured":"Huang YC, Tung YS, Chen JC, Wang SW, Wu JL (2005) An adaptive edge detection based colorization algorithm and its applications. In: ACM international conference on multimedia, ACM, pp 351\u2013354","DOI":"10.1145\/1101149.1101223"},{"key":"3828_CR6","doi-asserted-by":"crossref","unstructured":"Levin A, Lischinski D, Weiss Y (2004) Colorization using optimization. In: ACM transactions on graphics (TOG), ACM, vol. 23, pp 689\u2013694","DOI":"10.1145\/1015706.1015780"},{"key":"3828_CR7","unstructured":"Luan Q, Wen F, Cohen D, Liang L, Xu YQ, Shum HY (2007) Natural image colorization. In: Eurographics conference on rendering techniques, Eurographics Association, pp 309\u2013320"},{"key":"3828_CR8","doi-asserted-by":"crossref","unstructured":"Qu Y, Wong TT, Heng PA (2006) Manga colorization. In: ACM transactions on graphics (TOG), ACM, vol 25, pp 1214\u20131220","DOI":"10.1145\/1141911.1142017"},{"issue":"5","key":"3828_CR9","doi-asserted-by":"publisher","first-page":"1120","DOI":"10.1109\/TIP.2005.864231","volume":"15","author":"L Yatziv","year":"2006","unstructured":"Yatziv L, Sapiro G (2006) Fast image and video colorization using chrominance blending. IEEE Trans Image Process 15(5):1120\u20131129","journal-title":"IEEE Trans Image Process"},{"key":"3828_CR10","doi-asserted-by":"crossref","unstructured":"Charpiat G, Hofmann M, Scholkopf B (2008) Automatic image colorization via multimodal predictions. In: European conference on computer vision, Springer, pp 126\u2013139","DOI":"10.1007\/978-3-540-88690-7_10"},{"issue":"6","key":"3828_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2070781.2024190","volume":"30","author":"AYS Chia","year":"2011","unstructured":"Chia AYS, Zhuo SJ, Gupta RK, Tai YW, Cho SY, Tan P, Lin S (2011) Semantic colorization wit internet images. ACM Trans Graph (TOG) 30(6):1\u20138","journal-title":"ACM Trans Graph (TOG)"},{"key":"3828_CR12","doi-asserted-by":"crossref","unstructured":"Gupta RK, Chia AYS, Rajan D, Ng ES.n, Huang ZY (2012) Image colorization using similar images. In: ACM international conference on multimedia, pp 369\u2013378","DOI":"10.1145\/2393347.2393402"},{"key":"3828_CR13","unstructured":"Irony R, Cohen-Or D, Lischinski D (2005) Colorization by example. In: Eurographics Symposium on rendering, vol 2, Citeseer"},{"issue":"5","key":"3828_CR14","doi-asserted-by":"publisher","first-page":"152","DOI":"10.1145\/1409060.1409105","volume":"27","author":"XP Liu","year":"2008","unstructured":"Liu XP, Wan L, Qu Y, Wong TT, Lin S, Leung CS, Heng PA (2008) Intrinsic colorization. ACM Trans Graph (TOG) 27(5):152","journal-title":"ACM Trans Graph (TOG)"},{"key":"3828_CR15","doi-asserted-by":"crossref","unstructured":"Welsh T, Ashikhmin M, Mueller K (2002) Transferring color to greyscale images. In: ACM transactions on graphics (TOG), ACM, vol 21, pp 277\u2013280","DOI":"10.1145\/566654.566576"},{"key":"3828_CR16","doi-asserted-by":"crossref","unstructured":"Hertzmann A, Jacobs CE, Oliver N, Curless B, Salesin DH (2001) Image analogies. In: Computer graphics and interactive techniques, ACM, pp 327\u2013340","DOI":"10.1145\/383259.383295"},{"issue":"5","key":"3828_CR17","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1109\/38.946629","volume":"21","author":"E Reinhard","year":"2001","unstructured":"Reinhard E, Adhikhmin M, Gooch B, Shirley P (2001) Color transfer between images. IEEE Comput Graph Appl 21(5):34\u201341","journal-title":"IEEE Comput Graph Appl"},{"key":"3828_CR18","doi-asserted-by":"crossref","unstructured":"Cheng ZZ, Yang QX, Sheng B (2015) Deep colorization. In: IEEE international conference on computer vision, pp 415\u2013423","DOI":"10.1109\/ICCV.2015.55"},{"key":"3828_CR19","doi-asserted-by":"crossref","unstructured":"Deshpande A, Rock J, Forsyth D (2015) Learning large-scale automatic image colorization. In: IEEE international conference on computer vision, pp 567\u2013575","DOI":"10.1109\/ICCV.2015.72"},{"issue":"4","key":"3828_CR20","doi-asserted-by":"publisher","first-page":"110","DOI":"10.1145\/2897824.2925974","volume":"35","author":"S Iizuka","year":"2016","unstructured":"Iizuka S, Serra ES, Ishikawa H (2016) Let there be color!: joint end-to-end learning of global and local image priors for automatic image colorization with simultaneous classification. ACM Trans Graph (TOG) 35(4):110","journal-title":"ACM Trans Graph (TOG)"},{"key":"3828_CR21","doi-asserted-by":"crossref","unstructured":"Zhang R, Isola P, Efros AA (2016) Colorful image colorization. In: European conference on computer vision, pp 649\u2013666","DOI":"10.1007\/978-3-319-46487-9_40"},{"issue":"1","key":"3828_CR22","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 Recognit 46(1):188\u2013198","journal-title":"Pattern Recognit"},{"issue":"4","key":"3828_CR23","doi-asserted-by":"publisher","first-page":"1454","DOI":"10.1016\/j.patcog.2009.11.014","volume":"43","author":"J Yang","year":"2010","unstructured":"Yang J, Liu C, Zhang L (2010) Color space normalization: enhancing the discriminating power of color spaces for face recognition. Pattern Recognit 43(4):1454\u20131466","journal-title":"Pattern Recognit"},{"issue":"1\u20132","key":"3828_CR24","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1007\/s11263-013-0695-z","volume":"108","author":"G Patterson","year":"2014","unstructured":"Patterson G, Xu C, Su H, Hays J (2014) The sun attribute database: beyond categories for deeper scene understanding. Int J Comput Vis 108(1\u20132):59\u201381","journal-title":"Int J Comput Vis"},{"key":"3828_CR25","doi-asserted-by":"crossref","unstructured":"Yang JC, Yu K, Gong YH, Huang T (2009) Linear spatial pyramid matching using sparse coding for image classification. In: Computer vision and pattern recognition. IEEE, pp 1794\u20131801","DOI":"10.1109\/CVPR.2010.5540018"},{"issue":"6","key":"3828_CR26","doi-asserted-by":"publisher","first-page":"1397","DOI":"10.1109\/TPAMI.2012.213","volume":"35","author":"KM He","year":"2013","unstructured":"He KM, Sun J, Tang X (2013) Guided image filtering. IEEE Trans Pattern Anal Mach Intell 35(6):1397\u20131409","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"21","key":"3828_CR27","doi-asserted-by":"publisher","first-page":"7905","DOI":"10.1016\/j.eswa.2015.06.025","volume":"42","author":"M Haghighat","year":"2015","unstructured":"Haghighat M, Zonouz S, Mohamed AM (2015) Cloudid: trustworthy cloud-based and cross-enterprise biometric identification. Expert Syst Appl 42(21):7905\u20137916","journal-title":"Expert Syst Appl"},{"key":"3828_CR28","doi-asserted-by":"crossref","unstructured":"Tola E, Lepetit V, Fua P (2008) A fast local descriptor for dense matching. In: IEEE conference on computer vision and pattern recognition. IEEE, pp 1\u20138","DOI":"10.1109\/CVPR.2008.4587673"},{"key":"3828_CR29","unstructured":"Krizhevsky A, Sutskever I, Hinton GE (2012) Imagenet classification with deep convolutional neural networks. In: International conference on neural information processing systems, pp 1097\u20131105"},{"issue":"3","key":"3828_CR30","doi-asserted-by":"publisher","first-page":"664","DOI":"10.1145\/1015706.1015777","volume":"23","author":"G Petschnigg","year":"2004","unstructured":"Petschnigg G, Szeliski R, Agrawala M, Cohen M, Hoppe H, Toyama K (2004) Digital photography with flash and no-flash image pairs. ACM Trans Graph (TOG) 23(3):664\u2013672","journal-title":"ACM Trans Graph (TOG)"},{"key":"3828_CR31","doi-asserted-by":"crossref","unstructured":"Hore A, Ziou D (2010) Image quality metrics: Psnr vs. ssim. International conference on pattern recognition (ICPR). IEEE, pp 2366\u20132369","DOI":"10.1109\/ICPR.2010.579"},{"key":"3828_CR32","doi-asserted-by":"crossref","unstructured":"Long J, Shelhamer E, Darrell T (2015) Fully convolutional networks for semantic segmentation. In: IEEE conference on computer vision and pattern recognition, pp 3431\u20133440","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"3828_CR33","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1016\/j.patrec.2018.03.015","volume":"110","author":"D Liu","year":"2018","unstructured":"Liu D, Jiang Y, Pei M (2018) Emotional image color transfer via deep learning. Pattern Recognit Lett 110:16\u201322","journal-title":"Pattern Recognit Lett"},{"key":"3828_CR34","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1016\/j.neucom.2018.05.082","volume":"311","author":"Z Su","year":"2018","unstructured":"Su Z, Liang X, Guo J (2018) An edge-refined vectorized deep colorization model for grayscale-to-color images. Neurocomputing 311:305\u2013315","journal-title":"Neurocomputing"},{"issue":"7","key":"3828_CR35","doi-asserted-by":"publisher","first-page":"1169","DOI":"10.1109\/29.1644","volume":"36","author":"JG Daugman","year":"1988","unstructured":"Daugman JG (1988) Complete discrete 2-D Gabor transforms by neural networks for image analysis and compression. IEEE Trans Acoust Speech Signal Process 36(7):1169\u20131179","journal-title":"IEEE Trans Acoust Speech Signal Process"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-018-3828-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-018-3828-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-018-3828-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,25]],"date-time":"2022-06-25T09:06:10Z","timestamp":1656147970000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-018-3828-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,26]]},"references-count":35,"journal-issue":{"issue":"13","published-print":{"date-parts":[[2022,7]]}},"alternative-id":["3828"],"URL":"https:\/\/doi.org\/10.1007\/s00521-018-3828-z","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,10,26]]},"assertion":[{"value":"21 August 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 October 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 October 2018","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 there is no conflict of interests regarding the publication of this article.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}