{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,30]],"date-time":"2025-04-30T04:28:08Z","timestamp":1745987288994,"version":"3.40.4"},"reference-count":26,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2013,4,2]],"date-time":"2013-04-02T00:00:00Z","timestamp":1364860800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIViP"],"published-print":{"date-parts":[[2015,2]]},"DOI":"10.1007\/s11760-013-0458-x","type":"journal-article","created":{"date-parts":[[2013,4,1]],"date-time":"2013-04-01T11:15:07Z","timestamp":1364814907000},"page":"437-449","source":"Crossref","is-referenced-by-count":10,"title":["A posterior mean approach for MRF-based spatially adaptive multi-frame image super-resolution"],"prefix":"10.1007","volume":"9","author":[{"given":"Wen-Ze","family":"Shao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hai-Song","family":"Deng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhi-Hui","family":"Wei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2013,4,2]]},"reference":[{"issue":"9","key":"458_CR1","doi-asserted-by":"crossref","first-page":"2345","DOI":"10.1109\/TIP.2010.2047910","volume":"19","author":"MV Afonso","year":"2010","unstructured":"Afonso, M.V., Bioucas-Dias, J.M., Figueiredo, M.A.T.: Fast image recovery using variable splitting and constrained optimization. IEEE Trans. Image Process. 19(9), 2345\u20132356 (2010)","journal-title":"IEEE Trans. Image Process."},{"key":"458_CR2","doi-asserted-by":"crossref","unstructured":"Babacan, S.D., Molina, R., Katsaggelos, A.K.: Parameter estimation in TV image restoration using variational distribution approximation. IEEE Trans. Image Process. 17(3), 326\u2013339 (2008)","DOI":"10.1109\/TIP.2007.916051"},{"key":"458_CR3","doi-asserted-by":"crossref","unstructured":"Babacan, S.D., Molina, R., Katsaggelos, A.K.: Variational Bayesian super resolution. IEEE Trans. Image Process. 20(4), 984\u2013999 (2011)","DOI":"10.1109\/TIP.2010.2080278"},{"key":"458_CR4","doi-asserted-by":"crossref","unstructured":"Dogan, Z., Lefkimmiatis, S., Bourquard, A., Unser, M.: A second-order extension of TV regularization for image deblurring. In: 18th IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, pp. 705\u2013708 (2011)","DOI":"10.1109\/ICIP.2011.6116651"},{"key":"458_CR5","doi-asserted-by":"crossref","unstructured":"Farsiu, S., Robinson, M.D., Elad, M., Milanfar, P.: Fast and robust multiframe super resolution. IEEE Trans. Image Process. 13(10), 1327\u20131344 (2004)","DOI":"10.1109\/TIP.2004.834669"},{"issue":"12","key":"458_CR6","doi-asserted-by":"crossref","first-page":"1621","DOI":"10.1109\/83.650116","volume":"6","author":"RC Hardie","year":"1997","unstructured":"Hardie, R.C., Barnard, K.J., Armstrong, E.E.: Join MAP registration and high resolution image estimation using a sequence of undersampled images. IEEE Trans. Image Process. 6(12), 1621\u20131633 (1997)","journal-title":"IEEE Trans. Image Process."},{"key":"458_CR7","first-page":"933","volume":"3","author":"H He","year":"2003","unstructured":"He, H., Kondi, L.P.: MAP based resolution enhancement of video sequences using a Huber\u2013Markov random field image prior model. Int. Conf. Image Process. 3, 933\u2013936 (2003)","journal-title":"Int. Conf. Image Process."},{"issue":"7","key":"458_CR8","doi-asserted-by":"crossref","first-page":"1025","DOI":"10.1016\/j.neunet.2008.12.005","volume":"22","author":"A Kanemura","year":"2009","unstructured":"Kanemura, A., Maeda, S.-I., Ishii, S.: Superresolution with compound Markov random fields via the variational EM Algorithm. Neural Netw. 22(7), 1025\u20131034 (2009)","journal-title":"Neural Netw."},{"key":"458_CR9","unstructured":"Kang, M., Chaudhuri, S., (eds.) : Super-resolution image reconstruction. IEEE Signal Process. Mag. 20(3), 19\u201320 (2003)"},{"key":"458_CR10","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-031-02243-2","volume-title":"Super Resolution of Images and Video","author":"AK Katsaggelos","year":"2007","unstructured":"Katsaggelos, A.K., Molina, R., Mateos, J.: Super Resolution of Images and Video. Morgan and Claypool, San Rafael (2007)"},{"issue":"3","key":"458_CR11","doi-asserted-by":"crossref","first-page":"983","DOI":"10.1109\/TIP.2011.2168232","volume":"21","author":"S Lefkimmiatis","year":"2012","unstructured":"Lefkimmiatis, S., Bourquard, A., Unser, M.: Hessian-based norm regularization for image restoration with biomedical applications. IEEE Trans. Image Process. 21(3), 983\u2013995 (2012)","journal-title":"IEEE Trans. Image Process."},{"key":"458_CR12","doi-asserted-by":"crossref","unstructured":"Li, F., Shen, C., Fan, J., Shen, C.: Image restoration combining a total variational filter and a fourth-order filter. J. Vis. Commun. Image Represent 18(4), 322\u2013330 (2007)","DOI":"10.1016\/j.jvcir.2007.04.005"},{"issue":"12","key":"458_CR13","doi-asserted-by":"crossref","first-page":"1579","DOI":"10.1109\/TIP.2003.819229","volume":"12","author":"M Lysaker","year":"2003","unstructured":"Lysaker, M., Lundervold, A., Tai, X.-C.: Noise removal using fourth-order partial differential equation with applications to medical magnetic resonance images in space and time. IEEE Trans. Image Processing 12(12), 1579\u20131590 (2003)","journal-title":"IEEE Trans. Image Processing"},{"issue":"1","key":"458_CR14","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1007\/s11263-005-3219-7","volume":"66","author":"M Lysaker","year":"2006","unstructured":"Lysaker, M., Tai, X.-C.: Iterative image restoration combining total variation minimization and a second-order functional. Int. J. Comput. Vis. 66(1), 5\u201318 (2006)","journal-title":"Int. J. Comput. Vis."},{"key":"458_CR15","volume-title":"Super-Resolution Imaging","author":"P Milanfar","year":"2011","unstructured":"Milanfar, P.: Super-Resolution Imaging. CRC Press, New York (2011)"},{"key":"458_CR16","first-page":"1","volume":"52","author":"A Mohammad-Djafari","year":"2012","unstructured":"Mohammad-Djafari, A.: Bayesian approach with prior models which enforce sparsity in signal and image processing. EURASIP J. Adv. Signal Process. 52, 1\u201319 (2012)","journal-title":"EURASIP J. Adv. Signal Process."},{"key":"458_CR17","first-page":"1","volume":"74585","author":"MK Ng","year":"2007","unstructured":"Ng, M.K., Shen, H., Lam, E.Y., Zhang, L.: A total variation regularization based super-resolution reconstruction algorithm for digital video. EURASIP J. Adv. Signal Process. 74585, 1\u201316 (2007)","journal-title":"EURASIP J. Adv. Signal Process."},{"issue":"9","key":"458_CR18","doi-asserted-by":"crossref","first-page":"1683","DOI":"10.1016\/j.sigpro.2009.03.018","volume":"89","author":"J Oliveira","year":"2009","unstructured":"Oliveira, J., Figueiredo, M., Bioucas-Dias, J.: Adaptative total variation image deblurring: a majorization-minimization approach. Signal Process. 89(9), 1683\u20131693 (2009)","journal-title":"Signal Process."},{"issue":"1","key":"458_CR19","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1093\/comjnl\/bxm091","volume":"52","author":"LC Pickup","year":"2009","unstructured":"Pickup, L.C., Capel, D.P., Roberts, S.J., Zisserman, A.: Bayesian methods for image super-resolution. Comput. J. 52(1), 101\u2013113 (2009)","journal-title":"Comput. J."},{"issue":"6","key":"458_CR20","first-page":"067008-1","volume":"51","author":"W-Z Shao","year":"2012","unstructured":"Shao, W.-Z., Deng, H.-S., Wei, Z.-H.: Multi-Parseval frame-based nonconvex sparse image deconvolution. Opt. Eng. 51(6), 067008-1\u2013067008-12 (2012)","journal-title":"Opt. Eng."},{"key":"458_CR21","volume-title":"The Variational Bayes Method in Signal Processing","author":"V Smidl","year":"2005","unstructured":"Smidl, V., Quinn, A.: The Variational Bayes Method in Signal Processing. Springer, New York (2005)"},{"key":"458_CR22","first-page":"1587","volume":"15","author":"ME Tipping","year":"2003","unstructured":"Tipping, M.E., Bishop, C.M.: Bayesian image super-resolution. Adv. Neural Inf. Process. Syst. 15, 1587\u20131594 (2003)","journal-title":"Adv. Neural Inf. Process. Syst."},{"issue":"6","key":"458_CR23","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1109\/MSP.2008.929620","volume":"25","author":"DG Tzikas","year":"2008","unstructured":"Tzikas, D.G., Likas, A.C., Galatsanos, N.P.: The variational approximation for Bayesian inference. IEEE Signal Process. Mag. 25(6), 131\u2013146 (2008)","journal-title":"IEEE Signal Process. Mag."},{"key":"458_CR24","volume-title":"Anisotropic Diffusion in Image Processing","author":"J Weickert","year":"1998","unstructured":"Weickert, J.: Anisotropic Diffusion in Image Processing. Teubner-Verlag, Stuttgart (1998)"},{"key":"458_CR25","unstructured":"Zeng, W.L., Lu, X.B.: A robust variational approach to super-resolution with nonlocal TV regularisation term. Imaging Sci. J. 61(2), 268\u2013278 (2013)"},{"key":"458_CR26","doi-asserted-by":"crossref","unstructured":"Zomet, A., Rav-Acha, A., Peleg, S.: Robust super-resolution. In: IEEE Computer Society Conference on Computer Vision and, Pattern Recognition, pp. 645\u2013650 (2001)","DOI":"10.1109\/CVPR.2001.990535"}],"container-title":["Signal, Image and Video Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11760-013-0458-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11760-013-0458-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11760-013-0458-x","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,30]],"date-time":"2025-04-30T02:45:36Z","timestamp":1745981136000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11760-013-0458-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,4,2]]},"references-count":26,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2015,2]]}},"alternative-id":["458"],"URL":"https:\/\/doi.org\/10.1007\/s11760-013-0458-x","relation":{},"ISSN":["1863-1703","1863-1711"],"issn-type":[{"type":"print","value":"1863-1703"},{"type":"electronic","value":"1863-1711"}],"subject":[],"published":{"date-parts":[[2013,4,2]]}}}