{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T19:24:00Z","timestamp":1776281040296,"version":"3.50.1"},"publisher-location":"Cham","reference-count":28,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319105925","type":"print"},{"value":"9783319105932","type":"electronic"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-10593-2_13","type":"book-chapter","created":{"date-parts":[[2014,8,14]],"date-time":"2014-08-14T06:52:23Z","timestamp":1407999143000},"page":"184-199","source":"Crossref","is-referenced-by-count":3271,"title":["Learning a Deep Convolutional Network for Image Super-Resolution"],"prefix":"10.1007","author":[{"given":"Chao","family":"Dong","sequence":"first","affiliation":[]},{"given":"Chen Change","family":"Loy","sequence":"additional","affiliation":[]},{"given":"Kaiming","family":"He","sequence":"additional","affiliation":[]},{"given":"Xiaoou","family":"Tang","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"11","key":"13_CR1","first-page":"4311","volume":"54","author":"M. Aharon","year":"2006","unstructured":"Aharon, M., Elad, M., Bruckstein, A.: K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation. TSP\u00a054(11), 4311\u20134322 (2006)","journal-title":"TSP"},{"key":"13_CR2","doi-asserted-by":"crossref","unstructured":"Bevilacqua, M., Roumy, A., Guillemot, C., Morel, M.L.A.: Low-complexity single-image super-resolution based on nonnegative neighbor embedding. In: BMVC (2012)","DOI":"10.5244\/C.26.135"},{"key":"13_CR3","doi-asserted-by":"crossref","unstructured":"Burger, H.C., Schuler, C.J., Harmeling, S.: Image denoising: Can plain neural networks compete with BM3D? In: CVPR, pp. 2392\u20132399 (2012)","DOI":"10.1109\/CVPR.2012.6247952"},{"key":"13_CR4","unstructured":"Chang, H., Yeung, D.Y., Xiong, Y.: Super-resolution through neighbor embedding. In: CVPR (2004)"},{"key":"13_CR5","doi-asserted-by":"crossref","unstructured":"Deng, J., Dong, W., Socher, R., Li, L.J., Li, K., Fei-Fei, L.: ImageNet: A large-scale hierarchical image database. In: CVPR, pp. 248\u2013255 (2009)","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"13_CR6","doi-asserted-by":"crossref","unstructured":"Eigen, D., Krishnan, D., Fergus, R.: Restoring an image taken through a window covered with dirt or rain. In: ICCV, pp. 633\u2013640 (2013)","DOI":"10.1109\/ICCV.2013.84"},{"issue":"2","key":"13_CR7","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1145\/1944846.1944852","volume":"30","author":"G. Freedman","year":"2011","unstructured":"Freedman, G., Fattal, R.: Image and video upscaling from local self-examples. TOG\u00a030(2), 12 (2011)","journal-title":"TOG"},{"issue":"2","key":"13_CR8","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1109\/38.988747","volume":"22","author":"W.T. Freeman","year":"2002","unstructured":"Freeman, W.T., Jones, T.R., Pasztor, E.C.: Example-based super-resolution. Computer Graphics and Applications\u00a022(2), 56\u201365 (2002)","journal-title":"Computer Graphics and Applications"},{"issue":"1","key":"13_CR9","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1023\/A:1026501619075","volume":"40","author":"W.T. Freeman","year":"2000","unstructured":"Freeman, W.T., Pasztor, E.C., Carmichael, O.T.: Learning low-level vision. IJCV\u00a040(1), 25\u201347 (2000)","journal-title":"IJCV"},{"key":"13_CR10","doi-asserted-by":"crossref","unstructured":"Glasner, D., Bagon, S., Irani, M.: Super-resolution from a single image. In: ICCV, pp. 349\u2013356 (2009)","DOI":"10.1109\/ICCV.2009.5459271"},{"issue":"3","key":"13_CR11","first-page":"231","volume":"53","author":"M. Irani","year":"1991","unstructured":"Irani, M., Peleg, S.: Improving resolution by image registration. CVGIP\u00a053(3), 231\u2013239 (1991)","journal-title":"CVGIP"},{"key":"13_CR12","unstructured":"Jain, V., Seung, S.: Natural image denoising with convolutional networks. In: NIPS, pp. 769\u2013776 (2008)"},{"issue":"2","key":"13_CR13","doi-asserted-by":"publisher","first-page":"367","DOI":"10.1109\/TPAMI.2012.95","volume":"35","author":"K. Jia","year":"2013","unstructured":"Jia, K., Wang, X., Tang, X.: Image transformation based on learning dictionaries across image spaces. TPAMI\u00a035(2), 367\u2013380 (2013)","journal-title":"TPAMI"},{"key":"13_CR14","unstructured":"Krizhevsky, A., Sutskever, I., Hinton, G.: ImageNet classification with deep convolutional neural networks. In: NIPS, pp. 1097\u20131105 (2012)"},{"key":"13_CR15","doi-asserted-by":"crossref","unstructured":"LeCun, Y., Boser, B., Denker, J.S., Henderson, D., Howard, R.E., Hubbard, W., Jackel, L.D.: Backpropagation applied to handwritten zip code recognition. Neural Computation, 541\u2013551 (1989)","DOI":"10.1162\/neco.1989.1.4.541"},{"issue":"11","key":"13_CR16","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.: Gradient-based learning applied to document recognition. Proceedings of the IEEE\u00a086(11), 2278\u20132324 (1998)","journal-title":"Proceedings of the IEEE"},{"key":"13_CR17","doi-asserted-by":"crossref","unstructured":"Lee, H., Battle, A., Raina, R., Ng, A.Y.: Efficient sparse coding algorithms. In: NIPS, pp. 801\u2013808 (2006)","DOI":"10.7551\/mitpress\/7503.003.0105"},{"key":"13_CR18","unstructured":"Nair, V., Hinton, G.E.: Rectified linear units improve restricted Boltzmann machines. In: ICML, pp. 807\u2013814 (2010)"},{"key":"13_CR19","doi-asserted-by":"crossref","unstructured":"Schuler, C.J., Burger, H.C., Harmeling, S., Scholkopf, B.: A machine learning approach for non-blind image deconvolution. In: CVPR, pp. 1067\u20131074 (2013)","DOI":"10.1109\/CVPR.2013.142"},{"key":"13_CR20","doi-asserted-by":"crossref","unstructured":"Timofte, R., De Smet, V., Van Gool, L.: Anchored neighborhood regression for fast example-based super-resolution. In: ICCV, pp. 1920\u20131927 (2013)","DOI":"10.1109\/ICCV.2013.241"},{"issue":"4","key":"13_CR21","first-page":"600","volume":"13","author":"Z. Wang","year":"2004","unstructured":"Wang, Z., Bovik, A.C., Sheikh, H.R., Simoncelli, E.P.: Image quality assessment: from error visibility to structural similarity. TIP\u00a013(4), 600\u2013612 (2004)","journal-title":"TIP"},{"key":"13_CR22","doi-asserted-by":"crossref","unstructured":"Yang, C.Y., Yang, M.H.: Fast direct super-resolution by simple functions. In: ICCV, pp. 561\u2013568 (2013)","DOI":"10.1109\/ICCV.2013.75"},{"key":"13_CR23","doi-asserted-by":"crossref","unstructured":"Yang, J., Lin, Z., Cohen, S.: Fast image super-resolution based on in-place example regression. In: CVPR, pp. 1059\u20131066 (2013)","DOI":"10.1109\/CVPR.2013.141"},{"issue":"8","key":"13_CR24","first-page":"3467","volume":"21","author":"J. Yang","year":"2012","unstructured":"Yang, J., Wang, Z., Lin, Z., Cohen, S., Huang, T.: Coupled dictionary training for image super-resolution. TIP\u00a021(8), 3467\u20133478 (2012)","journal-title":"TIP"},{"key":"13_CR25","doi-asserted-by":"crossref","unstructured":"Yang, J., Wright, J., Huang, T., Ma, Y.: Image super-resolution as sparse representation of raw image patches. In: CVPR, pp. 1\u20138 (2008)","DOI":"10.1109\/CVPR.2008.4587647"},{"issue":"11","key":"13_CR26","first-page":"2861","volume":"19","author":"J. Yang","year":"2010","unstructured":"Yang, J., Wright, J., Huang, T.S., Ma, Y.: Image super-resolution via sparse representation. TIP\u00a019(11), 2861\u20132873 (2010)","journal-title":"TIP"},{"key":"13_CR27","doi-asserted-by":"crossref","unstructured":"Zeiler, M.D., Fergus, R.: Visualizing and understanding convolutional neural networks. Tech. rep. (2013)","DOI":"10.1007\/978-3-319-10590-1_53"},{"key":"13_CR28","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"711","DOI":"10.1007\/978-3-642-27413-8_47","volume-title":"Curves and Surfaces","author":"R. Zeyde","year":"2012","unstructured":"Zeyde, R., Elad, M., Protter, M.: On single image scale-up using sparse-representations. In: Boissonnat, J.-D., Chenin, P., Cohen, A., Gout, C., Lyche, T., Mazure, M.-L., Schumaker, L. (eds.) Curves and Surfaces 2011. LNCS, vol.\u00a06920, pp. 711\u2013730. Springer, Heidelberg (2012)"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ECCV 2014"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-10593-2_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T05:36:52Z","timestamp":1746337012000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-10593-2_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319105925","9783319105932"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-10593-2_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014]]}}}