{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,6]],"date-time":"2025-10-06T18:19:52Z","timestamp":1759774792718,"version":"3.40.3"},"publisher-location":"Cham","reference-count":34,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030687861"},{"type":"electronic","value":"9783030687878"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-68787-8_41","type":"book-chapter","created":{"date-parts":[[2021,2,20]],"date-time":"2021-02-20T17:55:55Z","timestamp":1613843755000},"page":"566-577","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Using a Binary Diffractive Optical Element to Increase the Imaging System Depth of Field in UAV Remote Sensing Tasks"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7895-9041","authenticated-orcid":false,"given":"Pavel G.","family":"Serafimovich","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexey P.","family":"Dzyuba","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4292-2049","authenticated-orcid":false,"given":"Artem V.","family":"Nikonorov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0180-7522","authenticated-orcid":false,"given":"Nikolay L.","family":"Kazanskiy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,2,21]]},"reference":[{"key":"41_CR1","unstructured":"Zou, Z., Shi, Z., Guo, Y., Ye, J.: Object detection in 20 years: a survey (2019). arXiv:1905.05055v2"},{"key":"41_CR2","doi-asserted-by":"publisher","first-page":"458","DOI":"10.3390\/rs12030458","volume":"12","author":"U Alganci","year":"2020","unstructured":"Alganci, U., Soydas, M., Sertel, E.: Comparative research on deep learning approaches for airplane detection from very high-resolution satellite images. Remote Sens. 12, 458 (2020)","journal-title":"Remote Sens."},{"key":"41_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1007\/978-3-319-46448-0_2","volume-title":"Computer Vision \u2013 ECCV 2016","author":"W Liu","year":"2016","unstructured":"Liu, W., et al.: SSD: single shot multibox detector. In: Leibe, B., Matas, J., Sebe, N., Welling, M. (eds.) ECCV 2016. LNCS, vol. 9905, pp. 21\u201337. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-46448-0_2"},{"key":"41_CR4","unstructured":"Ren, S., He, K., Girshick, R., Sun, J.: Faster R-CNN: towards real-time object detection with region proposal networks. In: Proceedings of the International Conference on Neural Information Processing Systems (NIPS 2015), Montreal, QC, Canada, 7\u201312 December 2015, pp. 91\u201399 (2015)"},{"key":"41_CR5","doi-asserted-by":"crossref","unstructured":"Redmon, J., Divvala, S., Girshick, R., Farhadi, A.: You only look once: unified, real-time object detection. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), Las Vegas, NA, USA, 27\u201330 June 2016, pp. 779\u2013788 (2016)","DOI":"10.1109\/CVPR.2016.91"},{"issue":"7","key":"41_CR6","doi-asserted-by":"publisher","first-page":"757","DOI":"10.1364\/OL.33.000757","volume":"33","author":"S Bagheri","year":"2008","unstructured":"Bagheri, S., Javidi, B.: Extension of depth of field using amplitude and phase modulation of the pupil function. Opt. Lett. 33(7), 757\u2013759 (2008)","journal-title":"Opt. Lett."},{"issue":"12","key":"41_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s00340-018-7101-z","volume":"124","author":"ANK Reddy","year":"2018","unstructured":"Reddy, A.N.K., Khonina, S.N.: Apodization for improving the two-point resolution of coherent optical systems with defect of focus. Appl. Phys. B 124(12), 1\u20139 (2018). https:\/\/doi.org\/10.1007\/s00340-018-7101-z","journal-title":"Appl. Phys. B"},{"issue":"12","key":"41_CR8","doi-asserted-by":"publisher","first-page":"15316","DOI":"10.1364\/OE.26.015316","volume":"26","author":"S Elmalem","year":"2018","unstructured":"Elmalem, S., Giryes, R., Marom, E.: Learned phase coded aperture for the benefit of depth of field extension. Opt. Express 26(12), 15316\u201315331 (2018)","journal-title":"Opt. Express"},{"issue":"3","key":"41_CR9","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1364\/OL.28.000099","volume":"28","author":"C-C Sun","year":"2003","unstructured":"Sun, C.-C., Liu, C.-K.: Ultrasmall focusing spot with a long depth of focus based on polarization and phase modulation. Opt. Lett. 28(3), 99\u2013101 (2003)","journal-title":"Opt. Lett."},{"issue":"1\u20139","key":"41_CR10","doi-asserted-by":"publisher","first-page":"018002","DOI":"10.1117\/1.2430506","volume":"46","author":"Z Liu","year":"2007","unstructured":"Liu, Z., Flores, A., Wang, M.R., Yang, J.J.: Diffractive infrared lens with extended depth of focus. Opt. Eng. 46(1\u20139), 018002 (2007)","journal-title":"Opt. Eng."},{"issue":"6","key":"41_CR11","doi-asserted-by":"publisher","first-page":"1039","DOI":"10.1364\/JOSAA.36.001039","volume":"36","author":"SN Khonina","year":"2019","unstructured":"Khonina, S.N., Ustinov, A.V., Porfirev, A.P.: Dynamic focal shift and extending depth of focus based on the masking of the illuminating beam and using an adjustable axicon. J. Opt. Soc. Am. A 36(6), 1039\u20131047 (2019)","journal-title":"J. Opt. Soc. Am. A"},{"key":"41_CR12","doi-asserted-by":"publisher","first-page":"767","DOI":"10.1103\/PhysRevB.39.767","volume":"39","author":"RC Reddick","year":"1989","unstructured":"Reddick, R.C., Warmark, R.J., Ferrel, T.L.: New form of scanning optical microscopy. Phys. Rev. B. 39, 767\u2013770 (1989)","journal-title":"Phys. Rev. B."},{"issue":"35","key":"41_CR13","doi-asserted-by":"publisher","first-page":"8206","DOI":"10.1364\/AO.37.008206","volume":"37","author":"M Kowalczyk","year":"1998","unstructured":"Kowalczyk, M., Zapata-Rodriguez, C.J., Martinez-Corral, M.: Asymmetric apodization in confocal scanning systems. Appl. Opt. 37(35), 8206\u20138214 (1998)","journal-title":"Appl. Opt."},{"key":"41_CR14","doi-asserted-by":"publisher","first-page":"7761","DOI":"10.1063\/1.481382","volume":"112","author":"B Hecht","year":"2000","unstructured":"Hecht, B., et al.: Scanning near-field optical microscopy with aperture probes: fundamentals and applications. J. Chem. Phys. 112, 7761\u20137774 (2000)","journal-title":"J. Chem. Phys."},{"key":"41_CR15","doi-asserted-by":"publisher","first-page":"013705","DOI":"10.1063\/1.3072663","volume":"80","author":"BR Boruah","year":"2009","unstructured":"Boruah, B.R., Neil, M.A.A.: Laser scanning confocal microscope with programmable amplitude, phase, and polarization of the illumination beam. Rev. Sci. Instrum. 80, 013705 (2009)","journal-title":"Rev. Sci. Instrum."},{"key":"41_CR16","doi-asserted-by":"publisher","first-page":"689","DOI":"10.1364\/OPEX.13.000689","volume":"13","author":"S F\u00fcrhapter","year":"2005","unstructured":"F\u00fcrhapter, S., Jesacher, A., Bernet, S., Ritsch-Marte, M.: Spiral phase contrast imaging in microscopy. Opt. Express 13, 689\u2013694 (2005)","journal-title":"Opt. Express"},{"key":"41_CR17","doi-asserted-by":"publisher","first-page":"1273","DOI":"10.1016\/j.optcom.2009.11.084","volume":"283","author":"G Situ","year":"2010","unstructured":"Situ, G., Warber, M., Pedrini, G., Osten, W.: Phase contrast enhancement in microscopy using spiral phase filtering. Opt. Commun. 283, 1273 (2010)","journal-title":"Opt. Commun."},{"key":"41_CR18","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1002\/lpor.200900047","volume":"5","author":"C Maurer","year":"2011","unstructured":"Maurer, C., Jesacher, A., Bernet, S., Ritsch-Marte, M.: What spatial light modulators can do for optical microscopy. Laser Photon. Rev. 5, 81\u2013101 (2011)","journal-title":"Laser Photon. Rev."},{"issue":"11","key":"41_CR19","doi-asserted-by":"publisher","first-page":"1330","DOI":"10.1364\/JOSA.57.001330","volume":"57","author":"DN Grimes","year":"1967","unstructured":"Grimes, D.N., Thompson, B.J.: Two-point resolution with partially coherent light. J. Opt. Soc. Am. 57(11), 1330\u20131334 (1967)","journal-title":"J. Opt. Soc. Am."},{"key":"41_CR20","doi-asserted-by":"publisher","first-page":"15216","DOI":"10.1038\/s41598-018-33416-9","volume":"8","author":"B Xu","year":"2018","unstructured":"Xu, B., Wang, Z., He, J.: Super-resolution imaging via aperture modulation and intensity extrapolation. Sci. Rep. 8, 15216 (2018)","journal-title":"Sci. Rep."},{"issue":"10","key":"41_CR21","doi-asserted-by":"publisher","first-page":"1620","DOI":"10.1117\/1.602215","volume":"38","author":"I Raveh","year":"1999","unstructured":"Raveh, I., Mendlovic, D., Zalevsky, Z., Lohmann, A.W.: Digital method for defocus correction: experimental results. Opt. Eng. 38(10), 1620\u20131626 (1999)","journal-title":"Opt. Eng."},{"issue":"29","key":"41_CR22","doi-asserted-by":"publisher","first-page":"6080","DOI":"10.1364\/AO.41.006080","volume":"41","author":"WT Cathey","year":"2002","unstructured":"Cathey, W.T., Dowski, E.R.: New paradigm for imaging systems. Appl. Opt. 41(29), 6080\u20136092 (2002)","journal-title":"Appl. Opt."},{"key":"41_CR23","unstructured":"Xu, L., Ren, J.S.J., Liu, C., Jia, J.: Deep convolutional neural network for image deconvolution. In: Advances in Neural Information Processing Systems, pp. 1790\u20131798 (2014)"},{"issue":"3","key":"41_CR24","doi-asserted-by":"publisher","first-page":"384","DOI":"10.1109\/TCI.2016.2593662","volume":"3","author":"MS Asif","year":"2017","unstructured":"Asif, M.S., Ayremlou, A., Sankaranarayanan, A., Veeraraghavan, A., Baraniuk, R.G.: FlatCam: thin, lensless cameras using coded aperture and computation. IEEE Trans. Comput. Imaging 3(3), 384\u2013397 (2017)","journal-title":"IEEE Trans. Comput. Imaging"},{"key":"41_CR25","doi-asserted-by":"crossref","unstructured":"Eilertsen, G., Kronander, J., Denes, G., Mantiuk, R., Unger, J.: HDR image reconstruction from a single exposure using deep CNNs. ACM Trans. Graph. (SIGGRAPH Asia) 36, 6 (2017)","DOI":"10.1145\/3130800.3130816"},{"key":"41_CR26","doi-asserted-by":"crossref","unstructured":"Sitzmann, V., et al.: End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging. ACM Trans. Graph. 37(4), Article 114 (2018)","DOI":"10.1145\/3197517.3201333"},{"key":"41_CR27","doi-asserted-by":"crossref","unstructured":"Dzyuba, A., Serafimovich, P., Khonina, S., Popov, S.: Application of a neural network for calculating the surface relief of a different level two-zone lens with an increased depth of field. In: Proceedings of SPIE, vol. 11516, pp. 115161A-(8 pp.) (2020)","DOI":"10.1117\/12.2565993"},{"key":"41_CR28","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1145\/2980179.2982399","volume":"35","author":"M Gharbi","year":"2016","unstructured":"Gharbi, M., Chaurasia, G., Paris, S., Durand, F.: Deep joint demosaicking and denoising. ACM Trans. Graph. 35, 191 (2016)","journal-title":"ACM Trans. Graph."},{"issue":"11","key":"41_CR29","doi-asserted-by":"publisher","first-page":"1437","DOI":"10.1364\/OPTICA.4.001437","volume":"4","author":"Y Rivenson","year":"2017","unstructured":"Rivenson, Y., G\u00f6r\u00f6cs, Z., G\u00fcnaydin, H., Zhang, Y., Wang, H., Ozcan, A.: Deep learning microscopy. Optica 4(11), 1437\u20131443 (2017)","journal-title":"Optica"},{"key":"41_CR30","unstructured":"Banerji, S., Meem, M., Majumder, A., Sensale-Rodriguez, B., Menon, R.: Diffractive flat lens enables extreme depth-of-focus imaging. arXiv preprint arXiv:1910.07928"},{"key":"41_CR31","unstructured":"Romero, L.A., Mill\u00e1n, M.S., Jaroszewicz, Z., Ko\u0142odziejczyk, A.: Programmable diffractive optical elements for extending the depth of focus in ophthalmic optics. In: 10th International Symposium on Medical Information Processing and Analysis, vol. 9287, p. 92871E (2019)"},{"key":"41_CR32","unstructured":"Redmon, J., Farhadi, A.: YOLOv3: an incremental improvement (2018). arXiv:1804.02767"},{"key":"41_CR33","unstructured":"Netzer, Y., Wang, T., Coates, A., Bissacco, A., Wu, B., Ng, A.: 2011 NIPS Workshop on Deep Learning and Unsupervised Feature Learning (2011)"},{"key":"41_CR34","unstructured":"Wen, L., et al.: VisDrone-MOT2019: the vision meets drone multiple object tracking challenge results. In: Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops (2019)"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition. ICPR International Workshops and Challenges"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-68787-8_41","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,2,20]],"date-time":"2021-02-20T18:12:40Z","timestamp":1613844760000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-68787-8_41"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030687861","9783030687878"],"references-count":34,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-68787-8_41","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"21 February 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICPR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Pattern Recognition","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 January 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 January 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ICPR2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.icpr2020.it\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}