{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T15:31:28Z","timestamp":1768318288014,"version":"3.49.0"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2020,10,30]],"date-time":"2020-10-30T00:00:00Z","timestamp":1604016000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,10,30]],"date-time":"2020-10-30T00:00:00Z","timestamp":1604016000000},"content-version":"vor","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":["61702074"],"award-info":[{"award-number":["61702074"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005047","name":"Natural Science Foundation of Liaoning Province","doi-asserted-by":"publisher","award":["20170520196"],"award-info":[{"award-number":["20170520196"]}],"id":[{"id":"10.13039\/501100005047","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["3132019205"],"award-info":[{"award-number":["3132019205"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["3132019354"],"award-info":[{"award-number":["3132019354"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2021,2]]},"DOI":"10.1007\/s11042-020-10049-7","type":"journal-article","created":{"date-parts":[[2020,10,30]],"date-time":"2020-10-30T20:02:46Z","timestamp":1604088166000},"page":"7771-7788","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":38,"title":["Underwater image restoration based on secondary guided transmission map"],"prefix":"10.1007","volume":"80","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4111-6240","authenticated-orcid":false,"given":"Jingchun","family":"Zhou","sequence":"first","affiliation":[]},{"given":"Zhenzhen","family":"Liu","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0519-8397","authenticated-orcid":false,"given":"Weidong","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Dehuan","family":"Zhang","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0808-7131","authenticated-orcid":false,"given":"Weishi","family":"Zhang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,10,30]]},"reference":[{"key":"10049_CR1","doi-asserted-by":"crossref","unstructured":"Ancuti C, Ancuti CO, Haber T, Bekaert P (2012) Enhancing underwater images and videos by fusion. In: proceedings of Proc IEEE Conf Comput Vis Pattern Recognit (CVPR), pp 81\u201388","DOI":"10.1109\/CVPR.2012.6247661"},{"issue":"4","key":"10049_CR2","doi-asserted-by":"publisher","first-page":"1756","DOI":"10.1109\/TIP.2011.2179666","volume":"21","author":"JY Chiang","year":"2012","unstructured":"Chiang JY, Chen YC (2012) Underwater image enhancement by wavelength compensation and Dehazing. IEEE Trans Image Process 21(4):1756\u20131769","journal-title":"IEEE Trans Image Process"},{"key":"10049_CR3","doi-asserted-by":"crossref","unstructured":"Drews-Jr P, Nascimento E, Moraes F, Botelho S, Campos M (2013) Transmission estimation in underwater single images. In: proceedings of IEEE international conference on computer vision workshops (ICCVW), pp 825\u2013830","DOI":"10.1109\/ICCVW.2013.113"},{"key":"10049_CR4","doi-asserted-by":"publisher","first-page":"132","DOI":"10.1016\/j.jvcir.2014.11.006","volume":"26","author":"A Galdran","year":"2015","unstructured":"Galdran A, Pardo D, Pic\u00f3n A, Alvarez-Gila A (2015) Automatic Red-Channel underwater image restoration. J Vis Commun Image Represent 26:132\u2013145","journal-title":"J Vis Commun Image Represent"},{"issue":"20","key":"10049_CR5","doi-asserted-by":"publisher","first-page":"26545","DOI":"10.1007\/s11042-018-5878-8","volume":"77","author":"D Garg","year":"2018","unstructured":"Garg D, Garg NK, Kumar M (2018) Underwater image enhancement using blending of CLAHE and percentile methodologies. Multimed Tools Appl 77(20):26545\u201326561","journal-title":"Multimed Tools Appl"},{"key":"10049_CR6","doi-asserted-by":"publisher","first-page":"87","DOI":"10.5566\/ias.v27.p87-95","volume":"27","author":"N Hauti\u00e8re","year":"2008","unstructured":"Hauti\u00e8re N, Tarel JP, Aubert D, Dumont \u00c9 (2008) Blind contrast restoration assessment by gradient Ratioing at visible edges. Image Anal Stereol, vol 27:87\u201395","journal-title":"Image Anal Stereol, vol"},{"issue":"1","key":"10049_CR7","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1016\/S0143-8166(02)00138-0","volume":"41","author":"D He","year":"2004","unstructured":"He D, Seet G (2004) Divergent-beam LiDAR imaging in turbid water. Opt Lasers Eng 41(1):217\u2013231","journal-title":"Opt Lasers Eng"},{"issue":"12","key":"10049_CR8","doi-asserted-by":"publisher","first-page":"2341","DOI":"10.1109\/TPAMI.2010.168","volume":"33","author":"K He","year":"2011","unstructured":"He K, Sun J, Tang X (2011) Single image haze removal using dark channel prior. IEEE Trans Pattern Anal Mach Intell 33(12):2341\u20132353","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"6","key":"10049_CR9","first-page":"1397","volume":"35","author":"K He","year":"2013","unstructured":"He K, Sun J, Tang X (2013) Guided image filtering. IEEE Trans Softw Eng 35(6):1397\u20131409","journal-title":"IEEE Trans Softw Eng"},{"issue":"13","key":"10049_CR10","doi-asserted-by":"publisher","first-page":"9958","DOI":"10.1364\/OE.16.009958","volume":"16","author":"W Hou","year":"2008","unstructured":"Hou W, Gray D, Weidemann A, Arnone R (2008) Comparison and validation of point spread models for imaging in natural waters. Opt Express 16(13):9958\u20139965","journal-title":"Opt Express"},{"key":"10049_CR11","doi-asserted-by":"publisher","unstructured":"Hu H, Zhao L, Li X, Wang H, Liu T (2018) Underwater image recovery under the non-uniform optical field based on polarimetric imaging. IEEE photon J, vol 10(1). https:\/\/doi.org\/10.1109\/JPHOT.2018.2791517","DOI":"10.1109\/JPHOT.2018.2791517"},{"issue":"3","key":"10049_CR12","doi-asserted-by":"publisher","first-page":"592","DOI":"10.13700\/j.bh.1001-5965.2016.0169.html","volume":"43","author":"Y Huang","year":"2017","unstructured":"Huang Y, Ding W, Li H (2017) Haze removal method for UAV reconnaissance images based on image enhancement. J Beijing Univ Aeronaut Astronaut 43(3):592\u2013601 in Chinese. https:\/\/doi.org\/10.13700\/j.bh.1001-5965.2016.0169.html","journal-title":"J Beijing Univ Aeronaut Astronaut"},{"issue":"9","key":"10049_CR13","doi-asserted-by":"publisher","first-page":"9826","DOI":"10.1364\/OE.24.009826","volume":"24","author":"B Huang","year":"2016","unstructured":"Huang B, Liu T, Hu H, Han J, Yu M (2016) Underwater image recovery considering polarization effects of objects. Opt Express 24(9):9826\u20139838","journal-title":"Opt Express"},{"issue":"2","key":"10049_CR14","first-page":"239","volume":"32","author":"K Iqbal","year":"2007","unstructured":"Iqbal K, Salam RA, Osman A, Talib AZ (2007) Underwater image enhancement using an integrated color model. IAENG Int J Comput Sci (IJCS) 32(2):239\u2013244","journal-title":"IAENG Int J Comput Sci (IJCS)"},{"issue":"8","key":"10049_CR15","doi-asserted-by":"publisher","first-page":"1220","DOI":"10.3390\/sym12081220","volume":"12","author":"HS Lee","year":"2020","unstructured":"Lee HS, Moon SW, Eom IK (2020) Underwater image enhancement using successive color correction and Superpixel Dark Channel prior. Symmetry 12(8):1220","journal-title":"Symmetry"},{"issue":"2","key":"10049_CR16","doi-asserted-by":"publisher","first-page":"228","DOI":"10.1109\/TPAMI.2007.1177","volume":"30","author":"A Levin","year":"2007","unstructured":"Levin A, Lischinski D, Weiss Y (2007) A closed form solution to natural image matting. IEEE Trans Pattern Anal Mach Intell 30(2):228\u2013242","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"10049_CR17","doi-asserted-by":"crossref","unstructured":"Li C, Guo J, Chen S, Tang Y, Pang Y, Wang J (2016) Underwater image restoration based on minimum information loss principle and optical properties of underwater imaging. In: Proceedings of IEEE international conference on image processing (ICIP), pp 1993\u20131997","DOI":"10.1109\/ICIP.2016.7532707"},{"issue":"12","key":"10049_CR18","doi-asserted-by":"publisher","first-page":"5664","DOI":"10.1109\/TIP.2016.2612882","volume":"25","author":"C Li","year":"2016","unstructured":"Li C, Guo J, Cong R, Pang Y, Wang B (2016) Underwater image enhancement by dehazing with minimum information loss and histogram distribution prior. IEEE Trans Image Process 25(12):5664\u20135677","journal-title":"IEEE Trans Image Process"},{"key":"10049_CR19","doi-asserted-by":"publisher","first-page":"4376","DOI":"10.1109\/TIP.2019.2955241","volume":"29","author":"C Li","year":"2019","unstructured":"Li C, Guo C, Ren W, Cong R, Hou J, Kwong S, Tao D (2019) An underwater image enhancement benchmark dataset and beyond. IEEE Trans Image Process 29:4376\u20134389","journal-title":"IEEE Trans Image Process"},{"issue":"9","key":"10049_CR20","doi-asserted-by":"publisher","first-page":"10823","DOI":"10.1007\/s11042-017-5300-y","volume":"77","author":"J Li","year":"2018","unstructured":"Li J, Li Y (2018) Guided local laplacian filter-based image enhancement for deep-sea sensor networks. Multimed Tools Appl 77(9):10823\u201310834","journal-title":"Multimed Tools Appl"},{"issue":"2","key":"10049_CR21","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"D Lowe","year":"2004","unstructured":"Lowe D (2004) Distinctive image features from scale-invariant keypoints. Int J Comput Vis 60(2):91\u2013110","journal-title":"Int J Comput Vis"},{"key":"10049_CR22","doi-asserted-by":"publisher","first-page":"15521","DOI":"10.1007\/s11042-017-5131-x","volume":"77","author":"X Lu","year":"2018","unstructured":"Lu X, Guo Y, Liu N, Wan L, Fang T (2018) Non-convex joint bilateral guided depth upsampling. Multimed Tools Appl 77:15521\u201315544","journal-title":"Multimed Tools Appl"},{"issue":"JUL.15","key":"10049_CR23","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1016\/j.neucom.2019.02.021","volume":"349","author":"X Lu","year":"2019","unstructured":"Lu X, Ni B, Ma C, Yang X (2019) Learning transform-aware attentive network for object tracking. Neurocomputing 349(JUL.15):133\u2013144","journal-title":"Neurocomputing"},{"key":"10049_CR24","doi-asserted-by":"publisher","first-page":"162925","DOI":"10.1016\/j.ijleo.2019.06.025","volume":"192","author":"A Mathias","year":"2019","unstructured":"Mathias A, Samiappan D (2019) Underwater image restoration based on diffraction bounded optimization algorithm with dark channel prior. Opt Int J Light Electron Opt 192:162925","journal-title":"Opt Int J Light Electron Opt"},{"key":"10049_CR25","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1117\/12.958279","volume":"208","author":"B McGlamery","year":"1980","unstructured":"McGlamery B (1980) A computer model for underwater camera systems. Proc SPIE 208:221\u2013231","journal-title":"Proc SPIE"},{"issue":"4","key":"10049_CR26","doi-asserted-by":"publisher","first-page":"1579","DOI":"10.1109\/TIP.2017.2663846","volume":"26","author":"Y Peng","year":"2017","unstructured":"Peng Y, Cosman P (2017) Underwater image restoration based on image blurriness and light absorption. IEEE Trans Image Process 26(4):1579\u20131594","journal-title":"IEEE Trans Image Process"},{"key":"10049_CR27","unstructured":"Wen H, Tian Y, Huang T, Gao W (2013) Single underwater image enhancement with a new optical model. In: Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS), pp:753\u2013756"},{"issue":"12","key":"10049_CR28","doi-asserted-by":"publisher","first-page":"6062","DOI":"10.1109\/TIP.2015.2491020","volume":"24","author":"M Yang","year":"2015","unstructured":"Yang M, Sowmya A (2015) An underwater color image quality evaluation metric. IEEE Trans Image Process 24(12):6062\u20136071","journal-title":"IEEE Trans Image Process"},{"key":"10049_CR29","doi-asserted-by":"publisher","unstructured":"Yang M, Sowmya A, Wei Z, Zheng B (2019) Offshore underwater image restoration using reflection-decomposition-based transmission map estimation. IEEE J Ocean Eng, pp 1-13. https:\/\/doi.org\/10.1109\/JOE.2018.2886093","DOI":"10.1109\/JOE.2018.2886093"},{"key":"10049_CR30","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1016\/j.oceaneng.2014.11.036","volume":"94","author":"X Zhao","year":"2015","unstructured":"Zhao X, Jin T, Qu S (2015) Deriving inherent optical properties from background color and underwater image enhancement. Ocean Eng 94:163\u2013172","journal-title":"Ocean Eng"},{"key":"10049_CR31","doi-asserted-by":"publisher","unstructured":"Zhou J, Zhang D, Zhang W (2020) The classical and state-of-the-art approaches for underwater image defogging: a comprehensive survey. Front Inform technol Electron Eng. https:\/\/doi.org\/10.1631\/FITEE.2000190","DOI":"10.1631\/FITEE.2000190"},{"key":"10049_CR32","doi-asserted-by":"publisher","first-page":"122459","DOI":"10.1109\/ACCESS.2019.2934981","volume":"7","author":"J Zhou","year":"2019","unstructured":"Zhou J, Zhang D, Zou P, Zhang W, Zhang W (2019) Retinex-based Laplacian pyramid method for image defogging. IEEE Access 7:122459\u2013122472","journal-title":"IEEE Access"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-020-10049-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-020-10049-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-020-10049-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,2,24]],"date-time":"2021-02-24T23:53:13Z","timestamp":1614210793000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-020-10049-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,10,30]]},"references-count":32,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2021,2]]}},"alternative-id":["10049"],"URL":"https:\/\/doi.org\/10.1007\/s11042-020-10049-7","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,10,30]]},"assertion":[{"value":"18 October 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 September 2020","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 October 2020","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 October 2020","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}