{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T00:07:36Z","timestamp":1775261256017,"version":"3.50.1"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030033972","type":"print"},{"value":"9783030033989","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-03398-9_29","type":"book-chapter","created":{"date-parts":[[2018,11,1]],"date-time":"2018-11-01T09:12:41Z","timestamp":1541063561000},"page":"335-346","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Efficient Retinex-Based Low-Light Image Enhancement Through Adaptive Reflectance Estimation and LIPS Postprocessing"],"prefix":"10.1007","author":[{"given":"Weiqiong","family":"Pan","sequence":"first","affiliation":[]},{"given":"Zongliang","family":"Gan","sequence":"additional","affiliation":[]},{"given":"Lina","family":"Qi","sequence":"additional","affiliation":[]},{"given":"Changhong","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Feng","family":"Liu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,11,2]]},"reference":[{"key":"29_CR1","doi-asserted-by":"crossref","unstructured":"Kaur, M., Verma, K.: A novel hybrid technique for low exposure image enhancement using sub-image histogram equalization and artificial neural network. In: Proceedings of the IEEE Conference Inventive Computation Technologies, vol. 2, pp. 1\u20135 (2017)","DOI":"10.1109\/INVENTIVE.2016.7824804"},{"issue":"9","key":"29_CR2","doi-asserted-by":"publisher","first-page":"3538","DOI":"10.1109\/TIP.2013.2261309","volume":"22","author":"S Wang","year":"2013","unstructured":"Wang, S., Zheng, J., Hu, H.: Naturalness preserved enhancement algorithm for non-uniform illumination images. IEEE Trans. Image Process. 22(9), 3538\u20133548 (2013)","journal-title":"IEEE Trans. Image Process."},{"key":"29_CR3","doi-asserted-by":"crossref","unstructured":"Li, L., Wang, R., Wang, W.: A low-light image enhancement method for both denoising and contrast enlarging. In: Proceedings of the IEEE International Conference on Image Processing, pp. 3730\u20133734 (2015)","DOI":"10.1109\/ICIP.2015.7351501"},{"issue":"1","key":"29_CR4","doi-asserted-by":"publisher","first-page":"174","DOI":"10.1109\/TSMCB.2007.909440","volume":"38","author":"KA Panetta","year":"2008","unstructured":"Panetta, K.A., Wharton, E.J., Agaian, S.S.: Human visual system-based image enhancement and logarithmic contrast measure. IEEE Trans. Syst. Man Cybern., Part B (Cybernetics) 38(1), 174\u2013188 (2008)","journal-title":"IEEE Trans. Syst. Man Cybern., Part B (Cybernetics)"},{"issue":"2","key":"29_CR5","first-page":"247","volume":"52","author":"EH Land","year":"1964","unstructured":"Land, E.H.: The retinex. Am. Sci. 52(2), 247\u2013264 (1964)","journal-title":"Am. Sci."},{"issue":"3","key":"29_CR6","doi-asserted-by":"publisher","first-page":"451","DOI":"10.1109\/83.557356","volume":"6","author":"DJ Jobson","year":"1997","unstructured":"Jobson, D.J., Rahman, Z., Woodell, G.A.: Properties and performance of a center\/surround retinex. IEEE Trans. Image Process. 6(3), 451\u2013462 (1997)","journal-title":"IEEE Trans. Image Process."},{"key":"29_CR7","doi-asserted-by":"crossref","unstructured":"Rahman, Z., Jobson, D.J., Woodell, G.A.: Multi-scale retinex for color image enhancement. In: Proceedings of the International Conference on Image Processing, vol. 3, pp. 1003\u20131006 (1996)","DOI":"10.1109\/ICIP.1996.560995"},{"issue":"7","key":"29_CR8","doi-asserted-by":"publisher","first-page":"965","DOI":"10.1109\/83.597272","volume":"6","author":"DJ Jobson","year":"1997","unstructured":"Jobson, D.J., Rahman, Z., Woodell, G.A.: A multiscale retinex for bridging the gap between color images and the human observation of scenes. IEEE Trans. Image Process. 6(7), 965\u2013976 (1997)","journal-title":"IEEE Trans. Image Process."},{"issue":"1","key":"29_CR9","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1023\/A:1022314423998","volume":"52","author":"R Kimmel","year":"2003","unstructured":"Kimmel, R., Elad, M., Shaked, D.: A variational framework for retinex. Int. J. Comput. Vis. 52(1), 7\u201323 (2003)","journal-title":"Int. J. Comput. Vis."},{"issue":"1","key":"29_CR10","doi-asserted-by":"publisher","first-page":"345","DOI":"10.1137\/100806588","volume":"4","author":"MK Ng","year":"2011","unstructured":"Ng, M.K., Wang, W.: A total variation model for retinex. SIAM J. Imaging Sci. 4(1), 345\u2013365 (2011)","journal-title":"SIAM J. Imaging Sci."},{"key":"29_CR11","doi-asserted-by":"crossref","unstructured":"Fu, X., Zeng, D.: A weighted variational model for simultaneous reflectance and illumination estimation. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 2782\u20132790 (2016)","DOI":"10.1109\/CVPR.2016.304"},{"key":"29_CR12","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1111\/j.1365-2818.1988.tb04559.x","volume":"149","author":"M Jourlin","year":"1988","unstructured":"Jourlin, M., Pinoli, J.C.: A model for logarithmic image processing. J. Microsc. 149, 21\u201335 (1988)","journal-title":"J. Microsc."},{"key":"29_CR13","doi-asserted-by":"crossref","unstructured":"Sun, N., Mansour, H., Ward, R.: HDR image construction from multi-exposed stereo LDR images. In: IEEE International Conference on Image Processing, pp. 2973\u20132976 (2010)","DOI":"10.1109\/ICIP.2010.5653371"},{"key":"29_CR14","volume-title":"Logarithmic Image Processing: Theory and Applications","author":"PW Hawkes","year":"2016","unstructured":"Hawkes, P.W.: Logarithmic Image Processing: Theory and Applications, vol. 195. Academic Press, Cambridge (2016)"},{"key":"29_CR15","doi-asserted-by":"crossref","unstructured":"Zhao, Z., Zhou, Y.: Comparative study of logarithmic image processing models for medical image enhancement. In: Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, pp. 001046\u2013001050 (2016)","DOI":"10.1109\/SMC.2016.7844380"},{"issue":"1","key":"29_CR16","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1111\/j.1365-2818.1989.tb02904.x","volume":"156","author":"M Jourlin","year":"1989","unstructured":"Jourlin, M., Pinoli, J.C., Zeboudj, R.: Contrast definition and contour detection for logarithmic images. J. Microsc. 156(1), 33\u201340 (1989)","journal-title":"J. Microsc."},{"issue":"9","key":"29_CR17","doi-asserted-by":"publisher","first-page":"2820","DOI":"10.1109\/TIP.2006.877312","volume":"15","author":"L Meylan","year":"2006","unstructured":"Meylan, L., Susstrunk, S.: High dynamic range image rendering with a retinex-based adaptive filter. IEEE Trans. Image Process. 15(9), 2820\u20132830 (2006)","journal-title":"IEEE Trans. Image Process."},{"key":"29_CR18","doi-asserted-by":"crossref","unstructured":"Xu, K., Jung, C.: Retinex-based perceptual contrast enhancement in images using luminance adaptation. In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 1363\u20131367 (2017)","DOI":"10.1109\/ICASSP.2017.7952379"},{"key":"29_CR19","doi-asserted-by":"crossref","unstructured":"Tomasi, C., Manduchi, R.: Bilateral filtering for gray and color images. In: Proceedings of Sixth International Conference on Computer Vision, pp. 839\u2013846 (1998)","DOI":"10.1109\/ICCV.1998.710815"},{"key":"29_CR20","doi-asserted-by":"publisher","DOI":"10.1117\/3.353254","volume-title":"Contrast Sensitivity of the Human Eye and Its Effects on Image Quality","author":"Peter G. Barten","year":"1999","unstructured":"Barten, P.G.J.: Contrast Sensitivity of the Human Eye and Its Effects on Image Quality, vol. 19. SPIE Optical Engineering Press, WA (1999)"},{"issue":"5","key":"29_CR21","doi-asserted-by":"publisher","first-page":"796","DOI":"10.1109\/49.138986","volume":"10","author":"N Jayant","year":"1992","unstructured":"Jayant, N.: Signal compression: technology targets and research directions. IEEE J. Sel. Areas Commun. 10(5), 796\u2013818 (1992)","journal-title":"IEEE J. Sel. Areas Commun."},{"issue":"2","key":"29_CR22","doi-asserted-by":"publisher","first-page":"982","DOI":"10.1109\/TIP.2016.2639450","volume":"26","author":"X Guo","year":"2017","unstructured":"Guo, X., Li, Y., Ling, H.: LIME: low-light image enhancement via illumination map estimation. IEEE Trans. Image Process. 26(2), 982\u2013993 (2017)","journal-title":"IEEE Trans. Image Process."},{"key":"29_CR23","doi-asserted-by":"crossref","unstructured":"Cai, B., Xu, X., Guo, K.: A joint intrinsic-extrinsic prior model for retinex. In: Proceedings of the IEEE International Conference on Computer Vision, pp. 4020\u20134029 (2017)","DOI":"10.1109\/ICCV.2017.431"},{"issue":"3","key":"29_CR24","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1109\/LSP.2012.2227726","volume":"20","author":"A Mittal","year":"2013","unstructured":"Mittal, A., Soundararajan, R., Bovik, A.C.: Making a \u201ccompletely blind\u201d image quality analyzer. IEEE Sig. Process. Lett. 20(3), 209\u2013212 (2013)","journal-title":"IEEE Sig. Process. Lett."}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition and Computer Vision"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-03398-9_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T22:53:28Z","timestamp":1775256808000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-03398-9_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030033972","9783030033989"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-03398-9_29","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"2 November 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PRCV","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Chinese Conference on Pattern Recognition and Computer Vision (PRCV)","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Guangzhou","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 November 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 November 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ccprcv2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/prcv.qyhw.net.cn\/?lang=en&meeting_id=255","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}