{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T15:30:34Z","timestamp":1773329434642,"version":"3.50.1"},"reference-count":20,"publisher":"Springer Science and Business Media LLC","issue":"9","license":[{"start":{"date-parts":[[2025,6,13]],"date-time":"2025-06-13T00:00:00Z","timestamp":1749772800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,6,13]],"date-time":"2025-06-13T00:00:00Z","timestamp":1749772800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"the Natural Science Foundation of Jilin Provincial Department of Science and Technology","award":["20240101298JC"],"award-info":[{"award-number":["20240101298JC"]}]},{"name":"the Natural Science Foundation of Jilin Provincial Department of Science and Technology","award":["20240101298JC"],"award-info":[{"award-number":["20240101298JC"]}]},{"name":"the Natural Science Foundation of Jilin Provincial Department of Science and Technology","award":["20240101298JC"],"award-info":[{"award-number":["20240101298JC"]}]},{"name":"the Natural Science Foundation of Jilin Provincial Department of Science and Technology","award":["20240101298JC"],"award-info":[{"award-number":["20240101298JC"]}]},{"name":"the National Nature Science Foundation of China under Grant","award":["12171054"],"award-info":[{"award-number":["12171054"]}]},{"name":"the National Nature Science Foundation of China under Grant","award":["12171054"],"award-info":[{"award-number":["12171054"]}]},{"name":"the National Nature Science Foundation of China under Grant","award":["12171054"],"award-info":[{"award-number":["12171054"]}]},{"name":"the National Nature Science Foundation of China under Grant","award":["12171054"],"award-info":[{"award-number":["12171054"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["SIViP"],"published-print":{"date-parts":[[2025,9]]},"DOI":"10.1007\/s11760-025-04333-y","type":"journal-article","created":{"date-parts":[[2025,6,13]],"date-time":"2025-06-13T11:44:49Z","timestamp":1749815089000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Enhancing blind image deblurring robustness against impulse noise via adaptive noise detection and graph regularization"],"prefix":"10.1007","volume":"19","author":[{"given":"Xin","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhe","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Libo","family":"Cheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xue","family":"Jiang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,6,13]]},"reference":[{"key":"4333_CR1","doi-asserted-by":"crossref","unstructured":"Cho, S., Wang, J., Lee, S.: Handling outliers in non-blind image deconvolution, 2011 International Conference on Computer Vision, Barcelona, Spain, pp.495-502 (2011)","DOI":"10.1109\/ICCV.2011.6126280"},{"key":"4333_CR2","doi-asserted-by":"crossref","unstructured":"Fang, Y., Zhang, H., Wong, H.S., Zeng, T.: A robust non-blind deblurring method using deep denoiser prior, in 2022 IEEE, New Orleans, LA, USA, pp. 734-743 (2022)","DOI":"10.1109\/CVPRW56347.2022.00089"},{"issue":"10","key":"4333_CR3","doi-asserted-by":"publisher","first-page":"5387","DOI":"10.1109\/TNNLS.2021.3070596","volume":"33","author":"Y Quan","year":"2022","unstructured":"Quan, Y., Lin, P., Xu, Y., Nan, Y., Ji, H.: Nonblind Image Deblurring via Deep Learning in Complex Field\u2019\u2019. IEEE Transactions on Neural Networks and Learning Systems 33(10), 5387\u20135400 (2022)","journal-title":"IEEE Transactions on Neural Networks and Learning Systems"},{"issue":"2","key":"4333_CR4","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1007\/s10851-012-0348-9","volume":"45","author":"M Hidane","year":"2013","unstructured":"Hidane, M., Lzoray, O., Elmoataz, A.: \u201cNonlinear multilayered representation of graph-signals. Journal of Mathematical Imaging and Vision 45(2), 114\u2013137 (2013)","journal-title":"Journal of Mathematical Imaging and Vision"},{"issue":"3","key":"4333_CR5","doi-asserted-by":"publisher","first-page":"1246","DOI":"10.1137\/120895068","volume":"6","author":"C Couprie","year":"2013","unstructured":"Couprie, C., Grady, L., Najman, L., Pesquet, J.-C., Talbot, H.: Dual constrained TV-based regularization on graphs. SIAM Journal on Imaging Sciences 6(3), 1246\u20131273 (2013)","journal-title":"SIAM Journal on Imaging Sciences"},{"issue":"6","key":"4333_CR6","doi-asserted-by":"publisher","first-page":"842","DOI":"10.1109\/JSTSP.2017.2726978","volume":"11","author":"P Berger","year":"2023","unstructured":"Berger, P., Hannak, G., Matz, G.: Graph signal recovery via primal dual algorithms for total variation minimization. IEEE Journal of Selected Topics in Signal Processing 11(6), 842\u2013855 (2023)","journal-title":"IEEE Journal of Selected Topics in Signal Processing"},{"issue":"3","key":"4333_CR7","doi-asserted-by":"publisher","first-page":"1404","DOI":"10.1109\/TIP.2018.2874290","volume":"28","author":"Y Bai","year":"2019","unstructured":"Bai, Y., Cheung, G., Liu, X., Gao, W.: Graph-Based Blind Image Deblurring from a Single Photograph. IEEE Transactions on Image Processing 28(3), 1404\u20131418 (2019)","journal-title":"IEEE Transactions on Image Processing"},{"key":"4333_CR8","doi-asserted-by":"crossref","unstructured":"Dong, J., Pan, J., Su, Z., Yang, M.-H.: Blind Image Deblurring with Outlier Handling, in 2017 IEEE International Conference on Computer Vision (ICCV), Venice, Italy, pp. 2497-2505 (2017)","DOI":"10.1109\/ICCV.2017.271"},{"key":"4333_CR9","doi-asserted-by":"crossref","unstructured":"Fang, Y., Zhang, H., Wong, H.S., Zeng, T.: A robust non-blind deblurring method using deep denoiser prior, in 2022 IEEE\/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), New Orleans, LA, USA, pp. 734-743 (2022)","DOI":"10.1109\/CVPRW56347.2022.00089"},{"key":"4333_CR10","doi-asserted-by":"publisher","first-page":"433","DOI":"10.1016\/j.comcom.2020.02.048","volume":"154","author":"R Varatharajan","year":"2020","unstructured":"Varatharajan, R.: A decision based unsymmetrical trimmed modified winsorized variants for the removal of high density salt and pepper noise in images and videos. Computer Communications 154, 433\u2013441 (2020)","journal-title":"Computer Communications"},{"key":"4333_CR11","doi-asserted-by":"crossref","unstructured":"Chen, L., Fang, F., Zhang, J., Liu, J., Zhang, G.: Oid: Outlier identifying and discarding in blind image deblurring, in Computer Vision ECCV,: 16th European Conference. Glasgow, UK 2020, 598\u2013613 (2020)","DOI":"10.1007\/978-3-030-58595-2_36"},{"key":"4333_CR12","doi-asserted-by":"publisher","first-page":"1799","DOI":"10.1109\/TIP.2020.3048679","volume":"30","author":"J Dong","year":"2021","unstructured":"Dong, J., Pan, J.: Deep Outlier Handling for Image Deblurring. IEEE Transactions on Image Processing 30, 1799\u20131811 (2021)","journal-title":"IEEE Transactions on Image Processing"},{"key":"4333_CR13","doi-asserted-by":"crossref","unstructured":"Zhang, X., Wang, R., Chen, D., Zhao, Y., Gao, W.: Handling Outliers by Robust M-Estimation in Blind Image Deblurring. IEEE Transactions on Multimedia 23, 3215\u20133226 (2021)","DOI":"10.1109\/TMM.2020.3021989"},{"key":"4333_CR14","doi-asserted-by":"crossref","unstructured":"Li, X., Wu, S., Wu, Q.: Loss, Truncated Cauchy, for Outlier-Robust Blind Image Deblurring, in,: 36th Chinese Control and Decision Conference (CCDC). Xi\u2019an, China 2024, 2644\u20132649 (2024)","DOI":"10.1109\/CCDC62350.2024.10587950"},{"issue":"4","key":"4333_CR15","doi-asserted-by":"publisher","first-page":"338","DOI":"10.1016\/j.vrih.2022.08.017","volume":"5","author":"X Liu","year":"2023","unstructured":"Liu, X., Wu, Z., Wang, X.: The validity analysis of the non-local mean filter and a derived novel denoising method. Virtual Reality and Intelligent Hardware 5(4), 338\u2013350 (2023)","journal-title":"Virtual Reality and Intelligent Hardware"},{"key":"4333_CR16","doi-asserted-by":"crossref","unstructured":"Levin, A., Weiss, Y., Durand, F., Freeman, W.: Understanding and evaluating blind deconvolution algorithms, in IEEE Conference on Computer Vision and Pattern Recognition, pp. 1964-1971 (2009)","DOI":"10.1109\/CVPRW.2009.5206815"},{"key":"4333_CR17","doi-asserted-by":"crossref","unstructured":"Lai, W., Huang, J., Hu, Z., Ahuja, N., Yang, M.: A Comparative Study for Single Image Blind Deblurring, in 2019 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, USA, pp. 1701-1709 (2019)","DOI":"10.1109\/CVPR.2016.188"},{"key":"4333_CR18","first-page":"1742","volume-title":"Blind Image Deblurring with Local Maximum Gradient Prior, in CVPR","author":"L Chen","year":"2019","unstructured":"Chen, L., Fang, F., Wang, T., Zhang, G.: Blind Image Deblurring with Local Maximum Gradient Prior, in CVPR, pp. 1742\u20131750. CA, USA, Long Beach (2019)"},{"key":"4333_CR19","doi-asserted-by":"crossref","unstructured":"Ge, X., Tan, J., Zhang, L., Liu, J., Hu, D.: Blind image deblurring with Gaussian curvature of the image surface, in Signal Processing: Image Communication, 100, Jan. pp. 116531 (2022)","DOI":"10.1016\/j.image.2021.116531"},{"key":"4333_CR20","doi-asserted-by":"crossref","unstructured":"Wen, F., Ying, R., Liu, P., Truong, T.: A Simple Local Minimal Intensity Prior and An Improved Algorithm for Blind Image Deblurring, in ArXiv.org, Oct. (2020)","DOI":"10.1109\/TCSVT.2020.3034137"}],"container-title":["Signal, Image and Video Processing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11760-025-04333-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11760-025-04333-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11760-025-04333-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T10:47:54Z","timestamp":1751539674000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11760-025-04333-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,13]]},"references-count":20,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2025,9]]}},"alternative-id":["4333"],"URL":"https:\/\/doi.org\/10.1007\/s11760-025-04333-y","relation":{"has-preprint":[{"id-type":"doi","id":"10.21203\/rs.3.rs-6284804\/v1","asserted-by":"object"}]},"ISSN":["1863-1703","1863-1711"],"issn-type":[{"value":"1863-1703","type":"print"},{"value":"1863-1711","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,6,13]]},"assertion":[{"value":"22 March 2025","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 May 2025","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 June 2025","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 June 2025","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"No conflict of interest exists in the submission of this manuscript, and the manuscript is approved by all listed authors for publication. The authors would like to declare that the work was the original research that has not been published previously, and not under consideration for publication elsewhere, in whole or in part.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}],"article-number":"733"}}