{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T20:37:18Z","timestamp":1754599038865},"reference-count":37,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2011,6,9]],"date-time":"2011-06-09T00:00:00Z","timestamp":1307577600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int J Comput Vis"],"published-print":{"date-parts":[[2012,1]]},"DOI":"10.1007\/s11263-011-0460-0","type":"journal-article","created":{"date-parts":[[2011,6,8]],"date-time":"2011-06-08T14:34:59Z","timestamp":1307543699000},"page":"175-194","source":"Crossref","is-referenced-by-count":31,"title":["The Non-parametric Sub-pixel Local Point Spread Function Estimation Is a Well Posed Problem"],"prefix":"10.1007","volume":"96","author":[{"given":"Mauricio","family":"Delbracio","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pablo","family":"Mus\u00e9","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andr\u00e9s","family":"Almansa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jean-Michel","family":"Morel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2011,6,9]]},"reference":[{"issue":"1","key":"460_CR1","first-page":"1100","volume":"4876","author":"S. Backman","year":"2003","unstructured":"Backman, S., Maekynen, A. J., Kolehmainen, T. T., & Ojala, K. M. (2003). Fast lens testing using random targets. Optics and Photonics Technologies and Applications, 4876(1), 1100\u20131109. Opto-Ireland 2002.","journal-title":"Optics and Photonics Technologies and Applications"},{"key":"460_CR2","doi-asserted-by":"crossref","first-page":"2610","DOI":"10.1364\/OPEX.12.002610","volume":"12","author":"S. Backman","year":"2004","unstructured":"Backman, S., Makynen, A., Kolehmainen, T., & Ojala, K. (2004). Random target method for fast MTF inspection. Optics Express, 12, 2610\u20132615.","journal-title":"Optics Express"},{"issue":"6","key":"460_CR3","doi-asserted-by":"crossref","first-page":"567","DOI":"10.1109\/34.24792","volume":"11","author":"F. L. Bookstein","year":"1989","unstructured":"Bookstein, F. L. (1989). Principal warps: thin-plate splines and the decomposition of deformations. IEEE Transactions on Pattern Analysis & Machine Intelligence, 11(6), 567\u2013585.","journal-title":"IEEE Transactions on Pattern Analysis & Machine Intelligence"},{"key":"460_CR4","unstructured":"Bouguet, J. Y. (2008). Camera calibration toolbox for Matlab. URL: http:\/\/www.vision.caltech.edu\/bouguetj\/calib_doc\/ ."},{"key":"460_CR5","first-page":"75,370B","volume-title":"Proceedings of SPIE\u2014The International Society for Optical Engineering","author":"J. Brauers","year":"2010","unstructured":"Brauers, J., Seiler, C., & Aach, T. (2010). Direct PSF estimation using a random noise target. In Proceedings of SPIE\u2014The International Society for Optical Engineering (Vol. 7537, pp. 75,370B\u201375,370B-10)."},{"key":"460_CR6","doi-asserted-by":"crossref","unstructured":"Capel, D. (2004). Image mosaicing and super-resolution. Distinguished Dissertation Series, Springer.","DOI":"10.1007\/978-0-85729-384-8"},{"issue":"4","key":"460_CR7","doi-asserted-by":"crossref","first-page":"364","DOI":"10.1016\/1049-9652(91)90039-M","volume":"53","author":"B. Chalmond","year":"1991","unstructured":"Chalmond, B. (1991). PSF estimation for image deblurring. CVGIP: Graphical Models and Image Processing, 53(4), 364\u2013372.","journal-title":"CVGIP: Graphical Models and Image Processing"},{"key":"460_CR8","first-page":"6383","volume-title":"Conference proceedings of the International Conference of IEEE Engineering in Medicine and Biology Society","author":"O. Cheng","year":"2005","unstructured":"Cheng, O., Guangzhi, W., Quan, Z., Wei, K., & Hui, D. (2005). Evaluating Harris method in camera calibration. In Conference proceedings of the International Conference of IEEE Engineering in Medicine and Biology Society (Vol. 6, pp. 6383\u20136386)."},{"issue":"1","key":"460_CR9","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1364\/JOSAA.25.000159","volume":"25","author":"C. D. Claxton","year":"2008","unstructured":"Claxton, C. D., & Staunton, R. C. (2008). Measurement of the point-spread function of a noisy imaging system. Journal of the Optical Society of America A, 25(1), 159\u2013170. doi: 10.1364\/JOSAA.25.000159 .","journal-title":"Journal of the Optical Society of America A"},{"issue":"3","key":"460_CR10","doi-asserted-by":"crossref","first-page":"860","DOI":"10.1117\/12.190433","volume":"34","author":"A. Daniels","year":"1995","unstructured":"Daniels, A., Boreman, G., Ducharme, A., & Sapir, E. (1995). Random transparency targets for modulation transfer function measurement in the visible and infrared regions. Optical Engineering, 34(3), 860\u2013868.","journal-title":"Optical Engineering"},{"key":"460_CR11","volume-title":"Image Processing On Line (IPOL) workshop, algorithmic description","author":"M. Delbracio","year":"2011","unstructured":"Delbracio, M., Mus\u00e9, P., & Almansa, A. (2011). Non-parametric sub-pixel local point spread function estimation. In Image Processing On Line (IPOL) workshop, algorithmic description. Online demo and source code accessible at http:\/\/www.ipol.im\/pub\/algo\/admm_non_blind_psf_estimation ."},{"key":"460_CR12","volume-title":"Introduction to Fourier optics","author":"J. W. Goodman","year":"1996","unstructured":"Goodman, J. W. (1996). Introduction to Fourier optics. New York: McGraw-Hill Science."},{"key":"460_CR13","volume-title":"CVX: Matlab software for disciplined convex programming (web page and software)","author":"M. Grant","year":"2009","unstructured":"Grant, M., & Boyd, S. (2009) CVX: Matlab software for disciplined convex programming (web page and software). URL: http:\/\/stanford.edu\/boyd\/cvx . Online; accessed 19-July-2009."},{"key":"460_CR14","first-page":"147","volume-title":"Proceedings of the fourth Alvey vision conference","author":"C. Harris","year":"1988","unstructured":"Harris, C., & Stephens, M. (1988). A combined corner and edge detector. In Proceedings of the fourth Alvey vision conference (pp. 147\u2013151)."},{"issue":"3","key":"460_CR15","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1109\/34.276126","volume":"16","author":"G. Healey","year":"1994","unstructured":"Healey, G., & Kondepudy, R. (1994). Radiometric CCD camera calibration and noise estimation. IEEE Transactions on Pattern Analysis & Machine Intelligence, 16(3), 267\u2013276.","journal-title":"IEEE Transactions on Pattern Analysis & Machine Intelligence"},{"key":"460_CR16","volume-title":"ISO 12233:2000: Photography\u2014electronic still-picture cameras\u2014resolution measurements","author":"ISO","year":"2000","unstructured":"ISO (2000). ISO 12233:2000: Photography\u2014electronic still-picture cameras\u2014resolution measurements."},{"key":"460_CR17","unstructured":"Joshi, N. (2008). Enhancing photographs using content-specific image priors. PhD thesis, Department of Computer Science and Engineering, University of California, San Diego."},{"key":"460_CR18","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/CVPR.2008.4587834","volume-title":"IEEE conference on Computer Vision and Pattern Recognition (CVPR)","author":"N. Joshi","year":"2008","unstructured":"Joshi, N., Szeliski, R., & Kriegman, D. J. (2008). PSF estimation using sharp edge prediction. In IEEE conference on Computer Vision and Pattern Recognition (CVPR) (pp. 1\u20138). Los Alamitos: IEEE Computer Society."},{"key":"460_CR19","unstructured":"Ladjal, S. (2005). Flou et quantification dans les images num\u00e9riques. PhD thesis, Centre de Math\u00e9matiques et de Leurs Applications, Ecole Normale Sup\u00e9rieure de Cachan."},{"issue":"4","key":"460_CR20","doi-asserted-by":"crossref","first-page":"679","DOI":"10.1364\/AO.38.000679","volume":"38","author":"E. Levy","year":"1999","unstructured":"Levy, E., Peles, D., Opher-Lipson, M., & Lipson, S. (1999). Modulation transfer function of a lens measured with a random target method. Applied Optics, 38(4), 679\u2013683.","journal-title":"Applied Optics"},{"key":"460_CR21","unstructured":"LLC I (2010). Imatest 3.6. http:\/\/www.imatest.com\/ ."},{"key":"460_CR22","first-page":"191","volume-title":"APCCAS (2)","author":"L. Lucchese","year":"2002","unstructured":"Lucchese, L., & Mitra, S. K. (2002). Using saddle points for subpixel feature detection in camera calibration targets. In APCCAS (2) (pp. 191\u2013195). Bellingham: IEEE."},{"key":"460_CR23","first-page":"205","volume-title":"Proceedings of Photogrammetric Computer Vision 2002","author":"M. Luxen","year":"2002","unstructured":"Luxen, M., & F\u00f6rstner, W. (2002). Characterizing image quality: Blind estimation of the point spread function from a single image. In Proceedings of Photogrammetric Computer Vision 2002 (pp. 205\u2013210)."},{"key":"460_CR24","volume-title":"Acquisition et visualisation des images","author":"A. Marion","year":"1997","unstructured":"Marion, A. (1997). Acquisition et visualisation des images. Paris: Eyrolles."},{"issue":"208","key":"460_CR25","doi-asserted-by":"crossref","first-page":"625","DOI":"10.1090\/S0025-5718-1994-1250776-4","volume":"63","author":"L. F. Portugal","year":"1994","unstructured":"Portugal, L. F., J\u00fadice, J. J., & Vicente, L. N. (1994). A comparison of block pivoting and interior-point algorithms for linear least squares problems with nonnegative variables. Mathematics of Computation, 63(208), 625\u2013643.","journal-title":"Mathematics of Computation"},{"issue":"2","key":"460_CR26","doi-asserted-by":"crossref","first-page":"170","DOI":"10.1117\/12.55783","volume":"30","author":"S. E. Reichenbach","year":"1991","unstructured":"Reichenbach, S. E., Park, S. K., & Narayanswamy, R. (1991). Characterizing digital image acquisition devices. Optical Engineering, 30(2), 170\u2013177.","journal-title":"Optical Engineering"},{"key":"460_CR27","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1117\/12.571539","volume-title":"Proceedings of the SPIE\u2014Wavelet Applications in Industrial Processing II","author":"F. Rooms","year":"2004","unstructured":"Rooms, F., Philips, W., & Portilla, J. (2004). Parametric PSF estimation via sparseness maximization in the wavelet domain. In F. Truchetet & O. Laligand (Eds.), Proceedings of the SPIE\u2014Wavelet Applications in Industrial Processing II (Vol. 5607, pp. 26\u201333)."},{"key":"460_CR28","doi-asserted-by":"crossref","first-page":"60590E","DOI":"10.1117\/12.643071","volume-title":"Proceedings of SPIE\u2014Image Quality and System Performance III","author":"E. H. B. Smith","year":"2006","unstructured":"Smith, E. H. B. (2006). PSF estimation by gradient descent fit to the ESF. In Proceedings of SPIE\u2014Image Quality and System Performance III (Vol. 6059, p. 60590E). Bellingham: SPIE. doi: 10.1117\/12.643071 ."},{"key":"460_CR29","first-page":"1190","volume-title":"Engineering in Medicine and Biology Society 1996. Bridging disciplines for biomedicine. Proceedings of the 18th Annual International Conference of the IEEE","author":"R. Sprengel","year":"1996","unstructured":"Sprengel, R., Rohr, K., & Stiehl, H. (1996). Thin-plate spline approximation for image registration. In Engineering in Medicine and Biology Society 1996. Bridging disciplines for biomedicine. Proceedings of the 18th Annual International Conference of the IEEE (Vol. 3, pp. 1190\u20131191). doi: 10.1109\/IEMBS.1996.652767 ."},{"issue":"1","key":"460_CR30","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1109\/4.896233","volume":"36","author":"H. Tian","year":"2001","unstructured":"Tian, H., Fowler, B., & Gamal, A. E. (2001). Analysis of temporal noise in CMOS photodiode active pixel sensor. IEEE Journal of Solid-State Circuits, 36(1), 92\u2013101.","journal-title":"IEEE Journal of Solid-State Circuits"},{"issue":"9","key":"460_CR31","doi-asserted-by":"crossref","first-page":"2322","DOI":"10.1109\/TIP.2007.903256","volume":"16","author":"F. \u0160roubek","year":"2007","unstructured":"\u0160roubek, F., Crist\u00f3bal, G., & Flusser, J. (2007). A unified approach to superresolution and multichannel blind deconvolution. IEEE Transactions on Image Processing, 16(9), 2322\u20132332.","journal-title":"IEEE Transactions on Image Processing"},{"key":"460_CR32","series-title":"SPIE press monograph","doi-asserted-by":"crossref","DOI":"10.1117\/3.2265056","volume-title":"Introduction to the optical transfer function","author":"C. S. Williams","year":"2002","unstructured":"Williams, C. S., & Becklund, O. A. (2002). SPIE press monograph: Vol. PM112. Introduction to the optical transfer function. Bellingham: SPIE Publications."},{"issue":"4","key":"460_CR33","doi-asserted-by":"crossref","first-page":"859","DOI":"10.1117\/1.602462","volume":"39","author":"O. Yadid-Pecht","year":"2000","unstructured":"Yadid-Pecht, O. (2000). Geometrical modulation transfer function for different pixel active area shapes. Optical Engineering, 39(4), 859\u2013865.","journal-title":"Optical Engineering"},{"issue":"5","key":"460_CR34","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1049\/ip-vis:19971307","volume":"144","author":"J. Zandhuis","year":"1997","unstructured":"Zandhuis, J., Pycock, D., Quigley, S., & Webb, P. (1997). Sub-pixel non-parametric psf estimation for image enhancement. IEE Proceedings. Vision, Image and Signal Processing, 144(5), 285\u2013292.","journal-title":"IEE Proceedings. Vision, Image and Signal Processing"},{"key":"460_CR35","first-page":"329","volume-title":"IEEE International Conference on Image Processing (ICIP)","author":"W. Zhang","year":"2008","unstructured":"Zhang, W., & Cham, W. K. (2008). A single image based blind super-resolution approach. In IEEE International Conference on Image Processing (ICIP) (pp. 329\u2013332)."},{"issue":"11","key":"460_CR36","doi-asserted-by":"crossref","first-page":"1330","DOI":"10.1109\/34.888718","volume":"22","author":"Z. Zhang","year":"2000","unstructured":"Zhang, Z. (2000). A flexible new technique for camera calibration. IEEE Transactions on Pattern Analysis & Machine Intelligence, 22(11), 1330\u20131334.","journal-title":"IEEE Transactions on Pattern Analysis & Machine Intelligence"},{"key":"460_CR37","first-page":"60,340N.1","volume-title":"Proceedings of SPIE\u2014The International Society for Optical Engineering","author":"T. Zhao","year":"2006","unstructured":"Zhao, T., Wang, R., Liu, Y., & Yu, F. (2006). Characteristic-analysis of optical low pass filter used in digital camera. In Proceedings of SPIE\u2014The International Society for Optical Engineering (Vol. 6034, pp. 60,340N.1\u201360,340N.9). Bellingham: SPIE."}],"container-title":["International Journal of Computer Vision"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11263-011-0460-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11263-011-0460-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11263-011-0460-0","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,11]],"date-time":"2019-06-11T10:31:47Z","timestamp":1560249107000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11263-011-0460-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,6,9]]},"references-count":37,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2012,1]]}},"alternative-id":["460"],"URL":"https:\/\/doi.org\/10.1007\/s11263-011-0460-0","relation":{},"ISSN":["0920-5691","1573-1405"],"issn-type":[{"value":"0920-5691","type":"print"},{"value":"1573-1405","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,6,9]]}}}