{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,11]],"date-time":"2026-04-11T13:20:30Z","timestamp":1775913630338,"version":"3.50.1"},"reference-count":39,"publisher":"Springer Science and Business Media LLC","issue":"22","license":[{"start":{"date-parts":[[2017,11,30]],"date-time":"2017-11-30T00:00:00Z","timestamp":1512000000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2018,11]]},"DOI":"10.1007\/s11042-017-5448-5","type":"journal-article","created":{"date-parts":[[2017,11,30]],"date-time":"2017-11-30T04:46:23Z","timestamp":1512017183000},"page":"29639-29650","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":20,"title":["Low-light image enhancement with a refined illumination map"],"prefix":"10.1007","volume":"77","author":[{"given":"Shijie","family":"Hao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhuang","family":"Feng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanrong","family":"Guo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,11,30]]},"reference":[{"issue":"9","key":"5448_CR1","doi-asserted-by":"crossref","first-page":"1921","DOI":"10.1109\/TIP.2009.2021548","volume":"18","author":"T Arici","year":"2009","unstructured":"Arici T, Dikbas S, Altunbasak Y (2009) A histogram modification framework and its application for image contrast enhancement. IEEE Trans Image Process 18(9):1921\u20131935","journal-title":"IEEE Trans Image Process"},{"issue":"3","key":"5448_CR2","doi-asserted-by":"crossref","DOI":"10.1145\/1276377.1276506","volume":"26","author":"J Chen","year":"2007","unstructured":"Chen J, Paris S, Durand F (2007) Real-time edge-aware image processing with the bilateral grid. ACM Trans Graph 26(3):article 103","journal-title":"ACM Trans Graph"},{"key":"5448_CR3","doi-asserted-by":"crossref","unstructured":"Dong X, Wang G, Pang Y (2011) Fast efficient algorithm for enhancement of low lighting video. In: proceedings of Internation conference on Multimedia & Expo (ICME)","DOI":"10.1145\/1836845.1836920"},{"key":"5448_CR4","doi-asserted-by":"crossref","unstructured":"Feng Z, Hao S (2017) Low-light image enhancement by refining illumination map with self-guided filtering. In Proceedings of International Conference on Big Knowledge Workshop","DOI":"10.1109\/ICBK.2017.37"},{"key":"5448_CR5","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1016\/j.sigpro.2016.05.031","volume":"129","author":"X Fu","year":"2016","unstructured":"Fu X, Zeng D, Huang Y, Liao Y, Ding X, Paisley J (2016) A fusion-based enhancing method for weakly illuminated images. Signal Process 129:82\u201396","journal-title":"Signal Process"},{"key":"5448_CR6","doi-asserted-by":"crossref","unstructured":"Fu X, Zeng D, Huang Y, Zhang X, Ding X (2016) A Weighted Variational Model for Simultaneous Reflectance and Illumination Estimation. In: Proceedings of Computer Vision and Pattern Recognition (CVPR)","DOI":"10.1109\/CVPR.2016.304"},{"issue":"2","key":"5448_CR7","doi-asserted-by":"crossref","first-page":"982","DOI":"10.1109\/TIP.2016.2639450","volume":"26","author":"X Guo","year":"2017","unstructured":"Guo X, Li Y, Ling H (2017) LIME: low-light image enhancement via illumination map estimation. IEEE Trans Image Process 26(2):982\u2013993","journal-title":"IEEE Trans Image Process"},{"key":"5448_CR8","doi-asserted-by":"crossref","unstructured":"Hao S, Li G, Wang L, Meng Y, Shen D (2016) Learning based Topological Correction for Infant Cortical Surfaces. In: Proceedings of Medical Image Computing and Computer Assisted Intervention (MICCAI)","DOI":"10.1007\/978-3-319-46720-7_26"},{"key":"5448_CR9","doi-asserted-by":"crossref","first-page":"789","DOI":"10.1016\/j.sigpro.2015.02.017","volume":"120","author":"S Hao","year":"2016","unstructured":"Hao S, Pan D, Guo Y, Hong R, Wang M (2016) Image detail enhancement with spatially guided filters. Signal Process 120:789\u2013796","journal-title":"Signal Process"},{"issue":"3","key":"5448_CR10","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1109\/MMUL.2016.17","volume":"23","author":"S Hao","year":"2016","unstructured":"Hao S, Guo Y, Hong R, Wang M (2016) Scale-aware spatially guided mapping. IEEE Multimedia 23(3):34\u201342","journal-title":"IEEE Multimedia"},{"key":"5448_CR11","unstructured":"He K, Sun J (2015) Fast guided filter. ArXiv, abs\/1505.00996"},{"issue":"6","key":"5448_CR12","doi-asserted-by":"crossref","first-page":"1397","DOI":"10.1109\/TPAMI.2012.213","volume":"35","author":"K He","year":"2013","unstructured":"He K, Sun J, Tang X (2013) Guided image filtering. IEEE Trans Pattern Anal Mach Intell 35(6):1397\u20131409","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"3","key":"5448_CR13","doi-asserted-by":"crossref","first-page":"1124","DOI":"10.1109\/TIP.2016.2514499","volume":"25","author":"R Hong","year":"2016","unstructured":"Hong R, Zhang L, Tao D (2016) Unified photo enhancement by discovering aesthetic communities from Flickr. IEEE Trans Image Process 25(3):1124\u20131135","journal-title":"IEEE Trans Image Process"},{"issue":"8","key":"5448_CR14","doi-asserted-by":"crossref","first-page":"1555","DOI":"10.1109\/TMM.2016.2567071","volume":"18","author":"R Hong","year":"2016","unstructured":"Hong R, Zhang L, Zhang C, Zimmermann R (2016) Flickr circles: aesthetic tendency discovery by multi-view regularized topic modeling. IEEE Trans Multimedia 18(8):1555\u20131567","journal-title":"IEEE Trans Multimedia"},{"issue":"3","key":"5448_CR15","doi-asserted-by":"crossref","first-page":"451","DOI":"10.1109\/83.557356","volume":"6","author":"J Jobson","year":"1996","unstructured":"Jobson J, Rahman U, Woodell A (1996) Properties and performance of a center\/surround Retinex. IEEE Trans Image Process 6(3):451\u2013462","journal-title":"IEEE Trans Image Process"},{"issue":"7","key":"5448_CR16","doi-asserted-by":"crossref","first-page":"965","DOI":"10.1109\/83.597272","volume":"6","author":"J Jobson","year":"1997","unstructured":"Jobson J, Rahman U, Woodell A (1997) A multi-scale Retinex for bridging the gap between color images and the human observation of scenes. IEEE Trans Image Process 6(7):965\u2013976","journal-title":"IEEE Trans Image Process"},{"issue":"1","key":"5448_CR17","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/30.580378","volume":"43","author":"Y Kim","year":"1997","unstructured":"Kim Y (1997) Contrast enhancement using brightness preserving bi-histogram equalization. IEEE Trans Consum Electron 43(1):1\u20138","journal-title":"IEEE Trans Consum Electron"},{"issue":"12","key":"5448_CR18","doi-asserted-by":"crossref","first-page":"5372","DOI":"10.1109\/TIP.2013.2284059","volume":"22","author":"C Lee","year":"2013","unstructured":"Lee C, Lee C, Kim C (2013) Contrast enhancement based on layered difference representation of 2D histograms. IEEE Trans Image Process 22(12):5372\u20135384","journal-title":"IEEE Trans Image Process"},{"key":"5448_CR19","doi-asserted-by":"crossref","unstructured":"Lee J Y, Sunkavalli K, Lin Z, Shen X, Kweon I S. (2016) Automatic Content-Aware Color and Tone Stylization. In: Proceedings of Computer Vision and Pattern Recognition (CVPR)","DOI":"10.1109\/CVPR.2016.271"},{"key":"5448_CR20","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1016\/j.jvcir.2017.02.016","volume":"45","author":"J Lim","year":"2017","unstructured":"Lim J, Heo M, Lee C, Kim C (2017) Contrast enhancement of noisy low-light images based on structure-texture-noise decomposition. J Vis Commun Image Represent 45:107\u2013121","journal-title":"J Vis Commun Image Represent"},{"issue":"4","key":"5448_CR21","doi-asserted-by":"crossref","first-page":"1602","DOI":"10.1016\/j.patcog.2013.11.001","volume":"47","author":"C Liu","year":"2014","unstructured":"Liu C, Gong S, Loy C (2014) On-the-fly feature importance Mining for Person re-Identification. Pattern Recogn 47(4):1602\u20131615","journal-title":"Pattern Recogn"},{"key":"5448_CR22","doi-asserted-by":"crossref","first-page":"650","DOI":"10.1016\/j.patcog.2016.06.008","volume":"61","author":"K Lore","year":"2017","unstructured":"Lore K, Akintayo A, Sarkar S (2017) LLNet: a deep autoencoder approach to natural low-light image enhancement. Pattern Recogn 61:650\u2013662","journal-title":"Pattern Recogn"},{"issue":"5","key":"5448_CR23","doi-asserted-by":"crossref","first-page":"1138","DOI":"10.1109\/TMM.2013.2241042","volume":"15","author":"B Ni","year":"2013","unstructured":"Ni B, Xu M, Wang M, Yan S, Tian Q (2013) Learning to photograph: a compositional perspective. IEEE Trans Multimedia 15(5):1138\u20131151","journal-title":"IEEE Trans Multimedia"},{"issue":"1","key":"5448_CR24","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1023\/B:VLSI.0000028532.53893.82","volume":"38","author":"AM Reza","year":"2004","unstructured":"Reza AM (2004) Realization of the contrast limited adaptive histogram equalization (CLAHE) for real-time image enhancement. J VLSI Signal Process Syst 38(1):35\u201344","journal-title":"J VLSI Signal Process Syst"},{"key":"5448_CR25","doi-asserted-by":"crossref","unstructured":"Song J, Zhang L, Shen P, Peng X, Zhu G (2016) Single Low-light Image Enhancement Using Luminance Map. In: Proceedings of Chinese Conference of Pattern Recognition (CCPR)","DOI":"10.1007\/978-981-10-3005-5_9"},{"issue":"2","key":"5448_CR26","doi-asserted-by":"crossref","first-page":"219","DOI":"10.1109\/TMM.2015.2510326","volume":"18","author":"S Wang","year":"2016","unstructured":"Wang S, Gu K, Ma S, Lin W, Liu X, Gao W (2016) Guided image contrast enhancement based on retrieved images in cloud. IEEE Trans Multimedia 18(2):219\u2013232","journal-title":"IEEE Trans Multimedia"},{"issue":"6","key":"5448_CR27","volume":"31","author":"L Xu","year":"2013","unstructured":"Xu L, Yan Q, Xia Y, Jia J (2013) Structure extraction from texture via relative Total variation. ACM Trans Graph 31(6):article 139","journal-title":"ACM Trans Graph"},{"issue":"1","key":"5448_CR28","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1109\/TMM.2013.2283468","volume":"16","author":"W Yin","year":"2014","unstructured":"Yin W, Mei T, Chen C, Li S (2014) Socialized mobile photography: learning to photograph with social context via mobile devices. IEEE Trans Multimedia 16(1):184\u2013200","journal-title":"IEEE Trans Multimedia"},{"issue":"8","key":"5448_CR29","doi-asserted-by":"crossref","first-page":"3981","DOI":"10.1109\/TIP.2017.2703078","volume":"26","author":"H Yue","year":"2017","unstructured":"Yue H, Yang J, Sun X, Wu F, Hou C (2017) Contrast enhancement based on intrinsic image decomposition. IEEE Trans Image Process 26(8):3981\u20133994","journal-title":"IEEE Trans Image Process"},{"key":"5448_CR30","doi-asserted-by":"crossref","unstructured":"Zhang Q, Shen X, Xu L, Jia J (2014) Rolling guidance filter. In: Proceedings of European Conference Computer Vision","DOI":"10.1007\/978-3-319-10578-9_53"},{"issue":"1","key":"5448_CR31","doi-asserted-by":"crossref","first-page":"258","DOI":"10.1109\/TCYB.2015.2400821","volume":"46","author":"L Zhang","year":"2016","unstructured":"Zhang L, Li X, Nie F, Yang Y, Xia Y (2016) Weakly supervised human fixations prediction. IEEE Trans Cybernetics 46(1):258\u2013269","journal-title":"IEEE Trans Cybernetics"},{"issue":"1","key":"5448_CR32","doi-asserted-by":"crossref","DOI":"10.1145\/2978656","volume":"13","author":"H Zhang","year":"2016","unstructured":"Zhang H, Shang X, Luan HB, Wang M, Chua TS (2016) Learning from collective intelligence: feature learning using social images and tags. ACM Trans Multimed Comput Commun Appl 13(1):Article 1","journal-title":"ACM Trans Multimed Comput Commun Appl"},{"key":"5448_CR33","doi-asserted-by":"crossref","unstructured":"Zhang H, Kyaw Z, Yu J, Chang S F (2017) PPR-FCN: weakly supervised visual relation detection via parallel pairwise R-FCN, in: proceedings of international conference on computer vision (ICCV)","DOI":"10.1109\/ICCV.2017.454"},{"issue":"3","key":"5448_CR34","doi-asserted-by":"crossref","first-page":"529","DOI":"10.1109\/TPAMI.2013.2295311","volume":"37","author":"Y Zhu","year":"2015","unstructured":"Zhu Y, Lucey S (2015) Convolutional sparse coding for Rrajectory reconstruction, IEEE transactions on. IEEE Trans Pattern Anal Mach Intell 37(3):529\u2013540","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"9","key":"5448_CR35","doi-asserted-by":"crossref","first-page":"3737","DOI":"10.1109\/TIP.2014.2332764","volume":"23","author":"X Zhu","year":"2014","unstructured":"Zhu X, Zhang L, Huang Z (2014) A sparse embedding and least variance encoding approach to hashing. IEEE Trans Image Process 23(9):3737\u20133750","journal-title":"IEEE Trans Image Process"},{"issue":"3","key":"5448_CR36","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1109\/MMUL.2015.66","volume":"22","author":"W Zhu","year":"2015","unstructured":"Zhu W, Cui P, Wang Z, Hua G (2015) Multimedia Big Data Computing. IEEE Multimedia 22(3):96\u2013100","journal-title":"IEEE Multimedia"},{"issue":"2","key":"5448_CR37","doi-asserted-by":"crossref","first-page":"450","DOI":"10.1109\/TCYB.2015.2403356","volume":"46","author":"X Zhu","year":"2016","unstructured":"Zhu X, Li X, Zhang S (2016) Block-row sparse Multiview multilabel learning for image Cassification. IEEE Trans Cybernetics 46(2):450\u2013461","journal-title":"IEEE Trans Cybernetics"},{"issue":"6","key":"5448_CR38","doi-asserted-by":"crossref","first-page":"1263","DOI":"10.1109\/TNNLS.2016.2521602","volume":"28","author":"X Zhu","year":"2017","unstructured":"Zhu X, Li X, Zhang S (2017) Robust joint graph sparse coding for unsupervised spectral feature selection. IEEE Trans Neural Netw Learn Syst 28(6):1263\u20131275","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"5448_CR39","doi-asserted-by":"crossref","unstructured":"Zhu Y, Zhu X, Kim M, Yan J, Wu G (2017) A Tensor Statistical Model for Quantifying Dynamic Functional Connectivity. In: Proceedings of Information Processing of Medical Image (IPMI)","DOI":"10.1007\/978-3-319-59050-9_32"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-017-5448-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-017-5448-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-017-5448-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,29]],"date-time":"2023-08-29T14:38:05Z","timestamp":1693319885000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-017-5448-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11,30]]},"references-count":39,"journal-issue":{"issue":"22","published-print":{"date-parts":[[2018,11]]}},"alternative-id":["5448"],"URL":"https:\/\/doi.org\/10.1007\/s11042-017-5448-5","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,11,30]]}}}