{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T10:44:35Z","timestamp":1761648275820,"version":"3.41.0"},"reference-count":41,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2015,6,16]],"date-time":"2015-06-16T00:00:00Z","timestamp":1434412800000},"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":"publisher","award":["61271298"],"award-info":[{"award-number":["61271298"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Real-Time Image Proc"],"published-print":{"date-parts":[[2018,2]]},"DOI":"10.1007\/s11554-015-0513-7","type":"journal-article","created":{"date-parts":[[2015,6,15]],"date-time":"2015-06-15T10:48:37Z","timestamp":1434365317000},"page":"501-512","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["A fast deconvolution-based approach for single-image super-resolution with GPU acceleration"],"prefix":"10.1007","volume":"14","author":[{"given":"Cheolkon","family":"Jung","sequence":"first","affiliation":[]},{"given":"Peng","family":"Ke","sequence":"additional","affiliation":[]},{"given":"Zengzeng","family":"Sun","sequence":"additional","affiliation":[]},{"given":"Aiguo","family":"Gu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,6,16]]},"reference":[{"key":"513_CR1","first-page":"317","volume":"1","author":"RY Tsai","year":"1984","unstructured":"Tsai, R.Y., Huang, T.: Multiframe image restoration and registration. Adv. Comput. Vis. Image Process. 1, 317\u2013339 (1984)","journal-title":"Adv. Comput. Vis. Image Process."},{"key":"513_CR2","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1109\/MSP.2003.1203207","volume":"20","author":"SC Park","year":"2003","unstructured":"Park, S.C., Park, M.K., Kang, M.G.: Super-resolution image reconstruction: a technical overview. IEEE Signal Process. Mag. 20, 21\u201336 (2003)","journal-title":"IEEE Signal Process. Mag."},{"key":"513_CR3","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1109\/38.988747","volume":"22","author":"WT Freeman","year":"2002","unstructured":"Freeman, W.T., Jones, T.R., Pasztor, E.C.: Example based super-resolution. IEEE Comput. Graphics Appl. 22, 56\u201365 (2002)","journal-title":"IEEE Comput. Graphics Appl."},{"key":"513_CR4","doi-asserted-by":"crossref","unstructured":"Glasner, D., Bagon, S., Irani, M.: Super-resolution from a single image. In: Proceedings of IEEE International Conference on Computer Vision, Kyoto, Japan, pp 349\u2013356. IEEE (2009)","DOI":"10.1109\/ICCV.2009.5459271"},{"key":"513_CR5","doi-asserted-by":"crossref","unstructured":"Zhang, H., Yang, J., Zhang, Y., Huang, T.: Non-local kernel regression for image and video restoration. In: Proceedings of European Conference on Computer Vision),\u00a0Heraklion,\u00a0Crete,\u00a0Greece, pp 566\u2013579. Springer-Verlag (2010)","DOI":"10.1007\/978-3-642-15558-1_41"},{"key":"513_CR6","doi-asserted-by":"crossref","first-page":"2861","DOI":"10.1109\/TIP.2010.2050625","volume":"19","author":"J Yang","year":"2010","unstructured":"Yang, J., Wright, J., Huang, T., Ma, Y.: Image super-resolution via sparse representation. IEEE Trans. Image Process. 19, 2861\u20132873 (2010)","journal-title":"IEEE Trans. Image Process."},{"key":"513_CR7","unstructured":"Tipping, M.E., Bishop, C.M.: Bayesian image super-resolution. In: Proceedings of Neural Information Processing Systems,\u00a0Vancouver,\u00a0British Columbia,\u00a0Canada, pp 1279\u20131286. MIT Press (2002)"},{"key":"513_CR8","doi-asserted-by":"crossref","unstructured":"Avidan, S., Shamir, A.: Seam carving for content-aware image resizing. ACM Trans. Gr. 26, Article 10 (2007)","DOI":"10.1145\/1239451.1239461"},{"key":"513_CR9","doi-asserted-by":"crossref","first-page":"1521","DOI":"10.1109\/83.951537","volume":"10","author":"X Li","year":"2001","unstructured":"Li, X., Orchard, M.T.: New edge-directed interpolation. IEEE Trans. Image Process. 10, 1521\u20131527 (2001)","journal-title":"IEEE Trans. Image Process."},{"key":"513_CR10","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1109\/TIP.2006.888330","volume":"16","author":"H Takeda","year":"2007","unstructured":"Takeda, H., Farsiu, S., Milanfar, P.: Kernel regression for image processing and reconstruction. IEEE Trans. Image Process. 16, 349\u2013366 (2007)","journal-title":"IEEE Trans. Image Process."},{"key":"513_CR11","doi-asserted-by":"crossref","unstructured":"Lin, C.Y., Hsu, C.C., Lin, C.W., Kang, L.W.: Fast deconvolution based image super-resolution using gradient prior. In: Proceedings of Visual Communications and Image Processing,\u00a0Tainan, Taiwan,\u00a0 pp 1\u20134. IEEE (2011)","DOI":"10.1109\/VCIP.2011.6116012"},{"key":"513_CR12","doi-asserted-by":"crossref","unstructured":"Shan, Q., Li, J., Jia, J., Tang, C.K.: Fast image\/video upsampling. ACM Trans. Gr. 27, Article 153 (2008)","DOI":"10.1145\/1409060.1409106"},{"key":"513_CR13","doi-asserted-by":"crossref","first-page":"969","DOI":"10.1109\/TIP.2009.2012908","volume":"18","author":"S Dai","year":"2009","unstructured":"Dai, S., Han, M., Xu, W., Wu, Y., Gong, Y., Katsaggelos, A.K.: Softcuts: a soft edge smoothness prior for color image super-resolution. IEEE Trans. Image Process. 18, 969\u2013981 (2009)","journal-title":"IEEE Trans. Image Process."},{"key":"513_CR14","doi-asserted-by":"crossref","unstructured":"Sun, J., Sun, J., Xu, Z., Shum, H.Y.: Image super-resolution using gradient profile prior. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition,\u00a0Miami, FL,\u00a0USA, pp 1\u20138. IEEE (2008)","DOI":"10.1109\/CVPR.2008.4587659"},{"key":"513_CR15","doi-asserted-by":"crossref","unstructured":"Fattal, R.: Image upsampling via imposed edges statistics. ACM Trans. Gr. 26, Article no. 95 (2007)","DOI":"10.1145\/1276377.1276496"},{"key":"513_CR16","doi-asserted-by":"crossref","unstructured":"Tai, Y.W., Liu, S., Brown, M.S., Lin, S.: Super resolution using edge prior and single image detail synthesis. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, San\u00a0Francisco,\u00a0CA,\u00a0USA,\u00a0pp 2400\u20132407. IEEE (2010)","DOI":"10.1109\/CVPR.2010.5539933"},{"key":"513_CR17","unstructured":"Pickup, L.C., Roberts, S.J., Zisserman, A.: A sampled texture prior for image super-resolution. In: Proceedings of Neural Information Processing Systems, Vancouver, British Columbia, Canada,\u00a0pp 1587\u20131594. MIT Press (2003)"},{"key":"513_CR18","doi-asserted-by":"crossref","unstructured":"Cohen, Y.H., Fattal, R., Lischinski, D.: Image upsampling via texture hallucination. In: Proceedings of IEEE International Conference on Computational Photography,\u00a0Cambridge,\u00a0MA,\u00a0USA,\u00a0 pp 1\u20138. IEEE (2010)","DOI":"10.1109\/ICCPHOT.2010.5585097"},{"key":"513_CR19","doi-asserted-by":"crossref","unstructured":"Hong, H.Y., Park, I.K.: Single-image motion deblurring using adaptive anisotropic regularization. Opt. Eng. 49, Article 097008 (2010)","DOI":"10.1117\/1.3487743"},{"issue":"1","key":"513_CR20","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1111\/j.1467-8659.2007.01012.x","volume":"26","author":"DJ Owens","year":"2007","unstructured":"Owens, D.J., Luebke, D., Govindaraju, N., Harris, M., Kruger, J., Lefohn, E., Aaron, P., Timothy, J.: A survey of general-purpose computation on graphics hardware. Comput. Graphics Forum 26(1), 80\u2013113 (2007)","journal-title":"Comput. Graphics Forum"},{"key":"513_CR21","doi-asserted-by":"crossref","unstructured":"Gong, M., Langille, A., Gong, M.: Real-time image processing using graphics hardware: a performance study. In: Proceedings of International Conference on Image Analysis and Recognition,\u00a0Toronto, Canada,\u00a0 pp 1217\u20131225. Springer-Verlag (2005)","DOI":"10.1007\/11559573_147"},{"key":"513_CR22","doi-asserted-by":"crossref","unstructured":"Colic, A., Kalva, H., Furht, B.: Exploring NVIDA-CUDA for video coding. In: Proceedings of the first annual ACM SIGMM conference on Multimedia systems,\u00a0Phoenix, Arizona, USA,\u00a0 pp 13\u201322. ACM (2010)","DOI":"10.1145\/1730836.1730839"},{"issue":"1\u20132","key":"513_CR23","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1007\/s00450-010-0111-7","volume":"25","author":"M Griebel","year":"2010","unstructured":"Griebel, M., Zaspel, P.: A multi-GPU accelerated solver for the three dimensional two-phase incompressible Navier-Stokes equations. Comput. Sci. Res. Dev. 25(1\u20132), 65\u201373 (2010)","journal-title":"Comput. Sci. Res. Dev."},{"issue":"2","key":"513_CR24","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1109\/MSP.2009.935416","volume":"27","author":"NM Cheung","year":"2010","unstructured":"Cheung, N.M., Fan, X., Au, O.C., Kung, M.C.: Video coding on multicore graphics processors. IEEE Signal Process. Mag. 27(2), 79\u201389 (2010)","journal-title":"IEEE Signal Process. Mag."},{"key":"513_CR25","doi-asserted-by":"crossref","unstructured":"Dolan, R., DeSouza, G.: GPU-based simulation of cellular neural networks for image processing. In Proceedings of International Joint Conference on Neural Networks,\u00a0Atlanta,\u00a0GA, USA,\u00a0 pp 730\u2013735 (2009)","DOI":"10.1109\/IJCNN.2009.5178969"},{"issue":"4","key":"513_CR26","doi-asserted-by":"crossref","first-page":"1757","DOI":"10.1118\/1.3371691","volume":"37","author":"X Jia","year":"2010","unstructured":"Jia, X., Lou, Y., Li, R., Song, W.Y., Jiang, S.B.: GPU-based fast cone beam CT reconstruction from undersampled and noisy projection data via total variation. Med. Phys. 37(4), 1757\u20131760 (2010)","journal-title":"Med. Phys."},{"issue":"2","key":"513_CR27","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1109\/MSP.2009.935387","volume":"27","author":"R Shams","year":"2010","unstructured":"Shams, R., Sadeghi, P., Kennedy, R., Hartley, R.: A survey of medical image registration on multicore and the GPU. IEEE Signal Process. Mag. 27(2), 50\u201360 (2010)","journal-title":"IEEE Signal Process. Mag."},{"key":"513_CR28","doi-asserted-by":"crossref","unstructured":"Zanella, R., Zanghirati, G., Cavicchioli, R., Zanni, L., Boccacci, P., Bertero, M., Vicidomini, G.: Towards real-time image deconvolution: application to confocal and STED microscopy. Sci. Rep. 3 (2013)","DOI":"10.1038\/srep02523"},{"issue":"2","key":"513_CR29","doi-asserted-by":"crossref","first-page":"295","DOI":"10.1364\/JOSAA.27.000295","volume":"27","author":"MJ Nasse","year":"2010","unstructured":"Nasse, M.J., Woehl, J.C.: Realistic modeling of the illumination point spread function in confocal scanning optical microscopy. J. Opt. Soc. Am. A 27(2), 295\u2013302 (2010)","journal-title":"J. Opt. Soc. Am. A"},{"key":"513_CR30","doi-asserted-by":"crossref","first-page":"4766","DOI":"10.1364\/OE.21.004766","volume":"21","author":"M Bruce","year":"2013","unstructured":"Bruce, M., Butte, M.: Real-time GPU-based 3D deconvolution. Opt. Express 21, 4766\u20134773 (2013)","journal-title":"Opt. Express"},{"key":"513_CR31","doi-asserted-by":"crossref","unstructured":"Mazanec, T., Herm\u00e1nek, A., Kamenicky, J.: Blind image deconvolution algorithm on NVIDIA CUDA platform. In: Proceedings of IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems, Vienna,\u00a0Austria,\u00a0pp 125\u2013126. IEEE (2010)","DOI":"10.1109\/DDECS.2010.5491803"},{"key":"513_CR32","unstructured":"Pharr, M., Fernando, R.: GPU Gems 2: programming techniques for high-performance graphics and general-purpose computation (GPU Gems), Addison-Wesley Professional (2005)"},{"key":"513_CR33","doi-asserted-by":"crossref","first-page":"1153","DOI":"10.1109\/TASSP.1981.1163711","volume":"29","author":"RG Keys","year":"1981","unstructured":"Keys, R.G.: Cubic convolution interpolation for digital image processing. IEEE Trans. Acoust. Speech Signal Process. 29, 1153\u20131160 (1981)","journal-title":"IEEE Trans. Acoust. Speech Signal Process."},{"key":"513_CR34","doi-asserted-by":"crossref","unstructured":"Shan, Q., Jia, J., Agarwala, A.: High-quality motion deblurring from a single image. ACM Trans. Gr. 27(3), Article No. 73 (2008)","DOI":"10.1145\/1360612.1360672"},{"key":"513_CR35","unstructured":"https:\/\/developer.nvidia.com\/cufft"},{"issue":"6","key":"513_CR36","doi-asserted-by":"crossref","first-page":"1127","DOI":"10.1109\/TPAMI.2010.25","volume":"32","author":"KJ Kim","year":"2010","unstructured":"Kim, K.J., Kwon, Y.H.: Single-image super-resolution using sparse regression and natural image prior. IEEE Trans. Pattern Anal. Mach. Intell. 32(6), 1127\u20131133 (2010)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"4","key":"513_CR37","doi-asserted-by":"crossref","first-page":"600","DOI":"10.1109\/TIP.2003.819861","volume":"13","author":"Z Wang","year":"2004","unstructured":"Wang, Z., Bovik, A.C.: Quality assessment: from error measurement to structural similarity. IEEE Trans. Image Process. 13(4), 600\u2013612 (2004)","journal-title":"IEEE Trans. Image Process."},{"issue":"10","key":"513_CR38","doi-asserted-by":"crossref","first-page":"1211","DOI":"10.1016\/j.image.2014.08.002","volume":"29","author":"C Jung","year":"2014","unstructured":"Jung, C., Gu, A.: Curvature preserving image super-resolution with gradient-consistency-anisotropic-regularization prior. Sig. Process. Image Commun. 29(10), 1211\u20131222 (2014)","journal-title":"Sig. Process. Image Commun."},{"key":"513_CR39","doi-asserted-by":"crossref","unstructured":"Iovanovici, A., Visan, C., Marcu, M.: Performance and power consumption investigation for execution of integer operations on CPU and GPU processors for multimedia applications. In: Proceedings of IEEE Symposium on Intelligent Systems and Informatics, pp 285\u2013289 (2009)","DOI":"10.1109\/SISY.2009.5291146"},{"key":"513_CR40","doi-asserted-by":"crossref","unstructured":"Govett, M., Middlecoff, J., Henderson, T.: Running the NIM next-generation weather model on GPUs. In: Proceedings of IEEE\/ACM International Symposium on Cluster, Cloud and Grid Computing,\u00a0 Melbourne, Australia,\u00a0pp 792\u2013796 (2010)","DOI":"10.1109\/CCGRID.2010.106"},{"key":"513_CR41","doi-asserted-by":"crossref","unstructured":"Wahib, M., Maruyama, N.: Highly optimized full GPU-acceleration of non-hydrostatic weather model SCALE-LES. In: Proceedings of IEEE International Conference on Cluster Computing,\u00a0Indianapolis, IN, USA,\u00a0 pp 1\u20138 (2013)","DOI":"10.1109\/CLUSTER.2013.6702667"}],"container-title":["Journal of Real-Time Image Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11554-015-0513-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11554-015-0513-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11554-015-0513-7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11554-015-0513-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,28]],"date-time":"2025-05-28T16:55:05Z","timestamp":1748451305000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11554-015-0513-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,6,16]]},"references-count":41,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2018,2]]}},"alternative-id":["513"],"URL":"https:\/\/doi.org\/10.1007\/s11554-015-0513-7","relation":{},"ISSN":["1861-8200","1861-8219"],"issn-type":[{"type":"print","value":"1861-8200"},{"type":"electronic","value":"1861-8219"}],"subject":[],"published":{"date-parts":[[2015,6,16]]}}}