{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,2]],"date-time":"2025-10-02T16:17:07Z","timestamp":1759421827201,"version":"3.41.0"},"reference-count":47,"publisher":"Springer Science and Business Media LLC","issue":"11","license":[{"start":{"date-parts":[[2018,5,25]],"date-time":"2018-05-25T00:00:00Z","timestamp":1527206400000},"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":"crossref","award":["61401425"],"award-info":[{"award-number":["61401425"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Vis Comput"],"published-print":{"date-parts":[[2019,11]]},"DOI":"10.1007\/s00371-018-1562-2","type":"journal-article","created":{"date-parts":[[2018,5,25]],"date-time":"2018-05-25T07:46:12Z","timestamp":1527234372000},"page":"1627-1640","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Rolling bilateral filter-based text image deblurring"],"prefix":"10.1007","volume":"35","author":[{"given":"Hang","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhongbo","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yujing","family":"Guan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,5,25]]},"reference":[{"issue":"10","key":"1562_CR1","doi-asserted-by":"publisher","first-page":"1295","DOI":"10.1109\/TPAMI.2004.87","volume":"26","author":"MS Brown","year":"2004","unstructured":"Brown, M.S., Seales, W.B.: Image restoration of arbitrarily warped documents. IEEE Trans. PAMI 26(10), 1295\u20131306 (2004)","journal-title":"IEEE Trans. PAMI"},{"key":"1562_CR2","doi-asserted-by":"crossref","unstructured":"Likforman-Sulem, L., Darbon, J., Smith, E.B.: Pre-processing of degraded printed documents by non-local means and total variation. In: ICDAR (2009)","DOI":"10.1109\/ICDAR.2009.210"},{"key":"1562_CR3","unstructured":"Kenneth, L.: Text image deblurring by high-probability word selection. US Patent 6282324, Publication Date (2001)"},{"key":"1562_CR4","unstructured":"Chen, X., He, X., Yang, J.: An effective document image deblurring algorithm. In: Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on, pp. 369\u2013376. IEEE (2011)"},{"key":"1562_CR5","doi-asserted-by":"crossref","unstructured":"Pan, J., Hu, Z., Su, Z.: Deblurring text images via $$L_{0}$$ L 0 -regularized intensity and gradient prior. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 2901\u20132908 (2014)","DOI":"10.1109\/CVPR.2014.371"},{"key":"1562_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.neucom.2017.01.080","volume":"242","author":"X Jiang","year":"2017","unstructured":"Jiang, X., Yao, H., Zhao, S.: Text image deblurring via two-tone prior. Neurocomputing 242, 1\u201314 (2017)","journal-title":"Neurocomputing"},{"key":"1562_CR7","doi-asserted-by":"crossref","unstructured":"Fergus, R., Singh, B., Hertzmann, A.: Removing camera shake from a single photograph. In: ACM Transactions on Graphics (TOG), vol. 25. No. 3, pp. 787\u2013794. ACM (2006)","DOI":"10.1145\/1141911.1141956"},{"key":"1562_CR8","doi-asserted-by":"publisher","first-page":"1185","DOI":"10.1016\/j.neucom.2015.07.049","volume":"171","author":"Y Xu","year":"2016","unstructured":"Xu, Y., Hu, X., Peng, S.: Sharp image estimation from a depth-involved motion-blurred image. Neurocomputing 171, 1185\u20131192 (2016)","journal-title":"Neurocomputing"},{"key":"1562_CR9","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1016\/j.neucom.2016.02.053","volume":"197","author":"C Song","year":"2016","unstructured":"Song, C., Deng, H., Gao, H., Zhang, H., Zuo, W.: Bayesian non-parametric gradient histogram estimation for texture-enhanced image deblurring. Neurocomputing 197, 95\u2013112 (2016)","journal-title":"Neurocomputing"},{"key":"1562_CR10","doi-asserted-by":"publisher","first-page":"3426","DOI":"10.1109\/TIP.2016.2571062","volume":"25","author":"W Ren","year":"2016","unstructured":"Ren, W., Cao, X., Pan, J.: Image deblurring via enhanced low rank prior. IEEE Trans. Image Process. 25, 3426\u20133437 (2016)","journal-title":"IEEE Trans. Image Process."},{"key":"1562_CR11","doi-asserted-by":"crossref","unstructured":"Pan, J., Sun, D., Pfister, H.: Blind image deblurring using dark channel prior. In: CVPR 2016, pp. 1\u20138 (2016)","DOI":"10.1109\/CVPR.2016.180"},{"key":"1562_CR12","doi-asserted-by":"crossref","unstructured":"Dong, J., Pan, J., Su, Z., Yang, M.-H.: Blind image deblurring with outlier handling. In: IEEE International Conference on Computer Vision (ICCV), pp. 2478\u20132486 (2017)","DOI":"10.1109\/ICCV.2017.271"},{"key":"1562_CR13","doi-asserted-by":"crossref","unstructured":"Wieschollek, P., Hirsch, M., Scholkopf, B., Lensch, H.P.A.: Learning blind motion deblurring. IEEE International Conference on Computer Vision (ICCV), pp. 231\u2013240 (2017)","DOI":"10.1109\/ICCV.2017.34"},{"key":"1562_CR14","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., et al.: Deep residual learning for image recognition. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 770\u2013778 (2016)","DOI":"10.1109\/CVPR.2016.90"},{"key":"1562_CR15","doi-asserted-by":"crossref","unstructured":"Gong, D., Tan, M., Zhang, Y., et al.: Self-paced kernel estimation for robust blind image deblurring. In: IEEE International Conference on Computer Vision(ICCV), pp. 1661\u20131670 (2017)","DOI":"10.1109\/ICCV.2017.184"},{"key":"1562_CR16","doi-asserted-by":"crossref","unstructured":"Yan, Y., Ren, W., Guo, Y., et al.: Image deblurring via extreme channels prior. In: Proceedings of the IEEE Conference Computer Vision and Pattern Recognition (CVPR), pp. 4003\u20134011 (2017)","DOI":"10.1109\/CVPR.2017.738"},{"key":"1562_CR17","doi-asserted-by":"crossref","unstructured":"Nah, S., Kim, T.H., Lee, K.M.: Deep multi-scale convolutional neural network for dynamic scene deblurring. In: Proceedings of the IEEE Conference Computer Vision and Pattern Recognition (CVPR) (2017)","DOI":"10.1109\/CVPR.2017.35"},{"key":"1562_CR18","doi-asserted-by":"publisher","first-page":"145:1\u2013145:8","DOI":"10.1145\/1618452.1618491","volume":"28","author":"S Cho","year":"2009","unstructured":"Cho, S., Lee, S.: Fast motion deblurring. ACM Trans. Graph. 28, 145:1\u2013145:8 (2009)","journal-title":"ACM Trans. Graph."},{"key":"1562_CR19","unstructured":"Levin, A., Weiss, Y., Freeman, B., Durand, F.: Efficient approximations to the marginal likelihood in blind deconvolution. In: Proceedings of the CVPR 2011, pp. 1\u20138 (2011)"},{"key":"1562_CR20","doi-asserted-by":"crossref","unstructured":"Xu, L., Jia, J.: Two-phase kernel estimation for robust motion deblurring. In: ECCV 2010, pp. 157\u2013170 (2010)","DOI":"10.1007\/978-3-642-15549-9_12"},{"key":"1562_CR21","first-page":"73:1-73:10","volume":"27","author":"Q Shan","year":"2008","unstructured":"Shan, Q., Jia, J., Agarwala, A.: High-quality motion deblurring from a single image. ACM Trans. Graph. 27, 73:1-73:10 (2008)","journal-title":"ACM Trans. Graph."},{"issue":"5","key":"1562_CR22","doi-asserted-by":"publisher","first-page":"733","DOI":"10.1007\/s00371-014-0998-2","volume":"31","author":"S Liu","year":"2015","unstructured":"Liu, S., Wang, H., Wang, J.: Automatic blur-kernel-size estimation for motion deblurring. Vis. Comput. 31(5), 733\u2013746 (2015)","journal-title":"Vis. Comput."},{"key":"1562_CR23","doi-asserted-by":"publisher","first-page":"847","DOI":"10.1109\/TIP.2002.801127","volume":"11","author":"TH Li","year":"2002","unstructured":"Li, T.H., Lii, K.S.: A joint estimation approach for two-tone image deblurring by blind deconvolution. IEEE Trans. Image Process. 11, 847\u2013858 (2002)","journal-title":"IEEE Trans. Image Process."},{"key":"1562_CR24","doi-asserted-by":"crossref","unstructured":"Donaldson, K., Myers, G.: Bayesian super-resolution of text in video with a text-specific bimodal prior. In: Proceedings of the CVPR, pp. 1188\u20131195 (2005)","DOI":"10.1109\/CVPR.2005.87"},{"key":"1562_CR25","doi-asserted-by":"crossref","unstructured":"Banerjee, J., Namboodiri, A., Jawahar, C.: Contextual restoration of severely degraded document images. In: Proceedings of the CVPR, pp 517\u2013524 (2009)","DOI":"10.1109\/CVPR.2009.5206601"},{"key":"1562_CR26","doi-asserted-by":"publisher","first-page":"182","DOI":"10.1016\/j.sigpro.2017.01.021","volume":"138","author":"H Fang","year":"2017","unstructured":"Fang, H., Shi, Y., Pan, D.: Iteratively reweighted blind deconvolution for passive millimeter-wave images. Signal Process. 138, 182\u2013194 (2017)","journal-title":"Signal Process."},{"key":"1562_CR27","doi-asserted-by":"crossref","unstructured":"Joshi, N., Szeliski, R., Kreigman, D.: PSF estimation using sharp edge prediction. In: Proceedings of the CVPR, pp. 1\u20138 (2008)","DOI":"10.1109\/CVPR.2008.4587834"},{"key":"1562_CR28","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1016\/j.jvcir.2016.06.003","volume":"40","author":"J Li","year":"2016","unstructured":"Li, J., Lu, W.: Blind image motion deblurring with $$L_{0}$$ L 0 -regularized priors. J. Vis. Commun. Image Represent. 40, 14\u201323 (2016)","journal-title":"J. Vis. Commun. Image Represent."},{"issue":"1","key":"1562_CR29","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10851-010-0220-8","volume":"39","author":"Y Lou","year":"2011","unstructured":"Lou, Y., Bertozzi, L.A., Soatto, S.: Direct sparse deblurring. J. Math. Imaging Vis. 39(1), 1\u201312 (2011)","journal-title":"J. Math. Imaging Vis."},{"key":"1562_CR30","doi-asserted-by":"crossref","unstructured":"Cho, H., Wang, J., Lee, S.: Text image deblurring using text-specific properties. In: ECCV, pp. 524\u2013537 (2012)","DOI":"10.1007\/978-3-642-33715-4_38"},{"key":"1562_CR31","doi-asserted-by":"crossref","unstructured":"Epshtein, B., Ofek, E., Wexler, Y.: Detecting text in natural scenes with stroke width transform. In: CVPR, pp. 2963\u20132970 (2010)","DOI":"10.1109\/CVPR.2010.5540041"},{"key":"1562_CR32","doi-asserted-by":"crossref","first-page":"342","DOI":"10.1109\/TPAMI.2016.2551244","volume":"39","author":"J Pan","year":"2016","unstructured":"Pan, J., Hu, Z., Su, Z.: $$L_{0}$$ L 0 -Regularized intensity and gradient prior for deblurring text images and beyond. IEEE Trans. Pattern Anal. Mach. Intell. 39, 342\u2013355 (2016)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"4","key":"1562_CR33","doi-asserted-by":"publisher","first-page":"1302","DOI":"10.1109\/TIP.2015.2400217","volume":"24","author":"X Cao","year":"2015","unstructured":"Cao, X., Ren, W., Zuo, W., Guo, X., Foroosh, H.: Scene text deblurring using text-specific multiscale dictionaries. IEEE Trans. Image Process. 24(4), 1302\u20131314 (2015)","journal-title":"IEEE Trans. Image Process."},{"key":"1562_CR34","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1145\/2010324.1964963","volume":"30","author":"S Paris","year":"2011","unstructured":"Paris, S., Hasinoff, S.W., Kautz, J.: Local Laplacian filters: edge-aware image processing with a Laplacian pyramid. ACM Trans. Graph. 30, 68 (2011)","journal-title":"ACM Trans. Graph."},{"key":"1562_CR35","doi-asserted-by":"crossref","unstructured":"Tomasi, C., Manduchi, R.: Bilateral filtering for gray and color images. In: IEEE International Conference on Computer Vision, pp. 839\u2013846 (1998)","DOI":"10.1109\/ICCV.1998.710815"},{"issue":"6","key":"1562_CR36","doi-asserted-by":"publisher","first-page":"1397","DOI":"10.1109\/TPAMI.2012.213","volume":"35","author":"K He","year":"2013","unstructured":"He, K., Sun, J., Tang, X.: Guided image filtering. IEEE Trans. Pattern Anal. Mach. Intell. 35(6), 1397\u20131409 (2013)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"8","key":"1562_CR37","doi-asserted-by":"publisher","first-page":"1978","DOI":"10.1109\/TIP.2010.2046605","volume":"19","author":"A Buades","year":"2010","unstructured":"Buades, A., Le, T.M., Morel, J.M., Vese, L.A.: Fast cartoon+texture image filters. IEEE Trans. Image Process. 19(8), 1978\u20131986 (2010)","journal-title":"IEEE Trans. Image Process."},{"key":"1562_CR38","first-page":"174","volume":"30","author":"L Xu","year":"2011","unstructured":"Xu, L., Lu, C., Xu, Y., Jia, J.: Image smoothing via $$L_{0}$$ L 0 gradient minimization. ACM Trans. Graph. 30, 174 (2011)","journal-title":"ACM Trans. Graph."},{"key":"1562_CR39","doi-asserted-by":"crossref","unstructured":"Zhang, Q., Shen, X.Y., Xu, L. Jia, J.Y.: Rolling guidance filter. In: European Conference on Computer Vision, pp. 815\u2013830. Springer International Publishing (2014)","DOI":"10.1007\/978-3-319-10578-9_53"},{"key":"1562_CR40","doi-asserted-by":"crossref","unstructured":"Petschnigg, G.: Digital photography with flash and no-flash image pairs. In: SIGGRAPH, pp. 664\u2013672 (2004)","DOI":"10.1145\/1015706.1015777"},{"issue":"3","key":"1562_CR41","doi-asserted-by":"publisher","first-page":"248","DOI":"10.1137\/080724265","volume":"1","author":"Y Wang","year":"2008","unstructured":"Wang, Y., Yang, J., Yin, W., Zhang, Y.: A new alternating minimization algorithm for total variation image reconstruction. SIAM J. Imaging Sci. 1(3), 248\u2013272 (2008)","journal-title":"SIAM J. Imaging Sci."},{"key":"1562_CR42","doi-asserted-by":"crossref","unstructured":"Zhong, L., Cho, S., Metaxas, D., Paris, S., Wang, J.: Handling noise in single image deblurring using directional filters. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 612\u2013619 (2013)","DOI":"10.1109\/CVPR.2013.85"},{"key":"1562_CR43","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1016\/j.sigpro.2017.03.006","volume":"138","author":"H Yang","year":"2017","unstructured":"Yang, H., Zhang, Z., Guan, Y.: An adaptive parameter estimation for guided filter based image deconvolution. Signal Process. 138, 16\u201326 (2017)","journal-title":"Signal Process."},{"key":"1562_CR44","doi-asserted-by":"crossref","unstructured":"Xu, L., Zheng, S., Jia, J.: Unnatural $$L_{0}$$ L 0 sparse representation for natural image deblurring. In: CVPR, pp. 1107\u20131114 (2013)","DOI":"10.1109\/CVPR.2013.147"},{"key":"1562_CR45","doi-asserted-by":"crossref","unstructured":"Hu, Z., Yang, M.H.: Good regions to deblur. In: European Conference on Computer Vision, pp. 59-72. Springer, Berlin (2012)","DOI":"10.1007\/978-3-642-33715-4_5"},{"key":"1562_CR46","doi-asserted-by":"crossref","unstructured":"Levin, A., Weiss, Y., Durand, F., Freeman, W.T.: Understanding and evaluating blind deconvolution algorithms. In: CVPR (2009)","DOI":"10.1109\/CVPR.2009.5206815"},{"key":"1562_CR47","doi-asserted-by":"crossref","unstructured":"Krishnan, D., Tay, T., Fergus, R.: Blind deconvolution using a normalized sparsity measure. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 2657\u20132664 (2011)","DOI":"10.1109\/CVPR.2011.5995521"}],"container-title":["The Visual Computer"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00371-018-1562-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00371-018-1562-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00371-018-1562-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T19:17:12Z","timestamp":1751656632000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00371-018-1562-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,5,25]]},"references-count":47,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2019,11]]}},"alternative-id":["1562"],"URL":"https:\/\/doi.org\/10.1007\/s00371-018-1562-2","relation":{},"ISSN":["0178-2789","1432-2315"],"issn-type":[{"type":"print","value":"0178-2789"},{"type":"electronic","value":"1432-2315"}],"subject":[],"published":{"date-parts":[[2018,5,25]]},"assertion":[{"value":"25 May 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}