{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T10:22:36Z","timestamp":1777890156589,"version":"3.51.4"},"reference-count":60,"publisher":"Springer Science and Business Media LLC","issue":"27","license":[{"start":{"date-parts":[[2024,6,6]],"date-time":"2024-06-06T00:00:00Z","timestamp":1717632000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,6,6]],"date-time":"2024-06-06T00:00:00Z","timestamp":1717632000000},"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":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2024,9]]},"DOI":"10.1007\/s00521-024-09996-1","type":"journal-article","created":{"date-parts":[[2024,6,6]],"date-time":"2024-06-06T08:02:21Z","timestamp":1717660941000},"page":"17221-17243","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Noise reduction deep CNN-based retinal fundus image enhancement using recursive histogram"],"prefix":"10.1007","volume":"36","author":[{"given":"Ravi","family":"Kumar","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9842-8125","authenticated-orcid":false,"given":"Ashish Kumar","family":"Bhandari","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,6,6]]},"reference":[{"key":"9996_CR1","doi-asserted-by":"crossref","first-page":"707","DOI":"10.1007\/s00521-018-03974-0","volume":"32","author":"DJ Hemanth","year":"2020","unstructured":"Hemanth DJ, Deperlioglu O, Kose U (2020) An enhanced diabetic retinopathy detection and classification approach using deep convolutional neural network. Neural Comput Appl 32:707\u2013721","journal-title":"Neural Comput Appl"},{"issue":"8","key":"9996_CR2","doi-asserted-by":"crossref","first-page":"5791","DOI":"10.1007\/s00521-022-06960-9","volume":"34","author":"MA Abdou","year":"2022","unstructured":"Abdou MA (2022) Literature review: efficient deep neural networks techniques for medical image analysis. Neural Comput Appl 34(8):5791\u20135812","journal-title":"Neural Comput Appl"},{"key":"9996_CR3","doi-asserted-by":"crossref","first-page":"13079","DOI":"10.1007\/s00521-019-04402-7","volume":"32","author":"N Theera-Umpon","year":"2020","unstructured":"Theera-Umpon N, Poonkasem I, Auephanwiriyakul S, Patikulsila D (2020) Hard exudate detection in retinal fundus images using supervised learning. Neural Comput Appl 32:13079\u201313096","journal-title":"Neural Comput Appl"},{"key":"9996_CR4","doi-asserted-by":"crossref","first-page":"1149","DOI":"10.1007\/s00521-015-1929-5","volume":"27","author":"SS Rahim","year":"2016","unstructured":"Rahim SS, Jayne C, Palade V, Shuttleworth J (2016) Automatic detection of microaneurysms in colour fundus images for diabetic retinopathy screening. Neural Comput Appl 27:1149\u20131164","journal-title":"Neural Comput Appl"},{"issue":"1","key":"9996_CR5","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1016\/j.cmpb.2012.03.009","volume":"108","author":"MM Fraz","year":"2012","unstructured":"Fraz MM et al (2012) Blood vessel segmentation methodologies in retinal images\u2013a survey. Comput Methods Programs Biomed 108(1):407\u2013433","journal-title":"Comput Methods Programs Biomed"},{"key":"9996_CR6","doi-asserted-by":"crossref","first-page":"6307","DOI":"10.1007\/s00521-020-05396-3","volume":"33","author":"A Farahani","year":"2021","unstructured":"Farahani A, Mohseni H (2021) Medical image segmentation using customized U-Net with adaptive activation functions. Neural Comput Appl 33:6307\u20136323","journal-title":"Neural Comput Appl"},{"issue":"2","key":"9996_CR7","doi-asserted-by":"crossref","first-page":"502","DOI":"10.1109\/TMI.2009.2037146","volume":"29","author":"C Agurto","year":"2010","unstructured":"Agurto C et al (2010) Multi-scale AM-FM methods for diabetic retinopathy lesion detection. IEEE Trans Med Imaging 29(2):502\u2013512","journal-title":"IEEE Trans Med Imaging"},{"key":"9996_CR8","first-page":"54","volume":"75","author":"SV Bhandary","year":"2018","unstructured":"Bhandary SV, Rao KA (2018) Automated screening system for retinal health using bi-dimensional empirical mode decomposition and integrated index. Comput Biol Med 75:54\u201362","journal-title":"Comput Biol Med"},{"key":"9996_CR9","doi-asserted-by":"crossref","first-page":"103089","DOI":"10.1016\/j.bspc.2021.103089","volume":"71","author":"R Kumar","year":"2022","unstructured":"Kumar R, Bhandari AK (2022) Luminosity and contrast enhancement of retinal vessel images using weighted average histogram. Biomed Signal Process Control 71:103089","journal-title":"Biomed Signal Process Control"},{"key":"9996_CR10","volume-title":"Digital image processing","author":"RC Gonzales","year":"1987","unstructured":"Gonzales RC, Wintz P (1987) Digital image processing. Addison-Wesley Longman Publishing Co. Inc, Boston"},{"key":"9996_CR11","doi-asserted-by":"crossref","first-page":"685","DOI":"10.1007\/s11760-017-1208-2","volume":"12","author":"X Wang","year":"2018","unstructured":"Wang X, Chen L (2018) Contrast enhancement using feature-preserving bi-histogram equalization. Signal Image Video Process 12:685\u2013692","journal-title":"Signal Image Video Process"},{"issue":"4","key":"9996_CR12","doi-asserted-by":"crossref","first-page":"475","DOI":"10.1109\/76.915354","volume":"11","author":"J-Y Kim","year":"2001","unstructured":"Kim J-Y, Kim L-S, Hwang S-H (2001) An advanced contrast enhancement using partially overlapped sub-block histogram equalization. IEEE Trans Circuits Syst Video Technol 11(4):475\u2013484","journal-title":"IEEE Trans Circuits Syst Video Technol"},{"issue":"10","key":"9996_CR13","doi-asserted-by":"crossref","first-page":"908","DOI":"10.1049\/iet-ipr.2015.0150","volume":"9","author":"H Lidong","year":"2015","unstructured":"Lidong H, Wei Z, Jun W, Zebin S (2015) Combination of contrast limited adaptive histogram equalisation and discrete wavelet transform for image enhancement. IET Image Process 9(10):908\u2013915","journal-title":"IET Image Process"},{"key":"9996_CR14","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1109\/LSP.2012.2227726","volume":"20","author":"A Mittal","year":"2012","unstructured":"Mittal A, Soundararajan R, Bovik AC (2012) Making a \u201ccompletely blind\u201d image quality analyzer. IEEE Signal Process Lett 20:209\u2013212","journal-title":"IEEE Signal Process Lett"},{"issue":"12","key":"9996_CR15","doi-asserted-by":"crossref","first-page":"2387","DOI":"10.1109\/LSP.2015.2487369","volume":"22","author":"S Wang","year":"2015","unstructured":"Wang S, Ma K, Yeganeh H, Wang Z, Lin W (2015) A patch-structure representation method for quality assessment of contrast changed images. IEEE Signal Process Lett 22(12):2387\u20132390","journal-title":"IEEE Signal Process Lett"},{"key":"9996_CR16","unstructured":"Yan J, Li J, Fu X (2019) No-reference quality assessment of contrast-distorted images using contrast enhancement. arXiv preprint arXiv:1904.08879"},{"issue":"3","key":"9996_CR17","doi-asserted-by":"crossref","first-page":"741","DOI":"10.1109\/TIP.2006.888338","volume":"16","author":"SS Agaian","year":"2007","unstructured":"Agaian SS, Silver B, Panetta KA (2007) Transform coefficient histogram-based image enhancement algorithms using contrast entropy. IEEE Trans Image Process 16(3):741\u2013758","journal-title":"IEEE Trans Image Process"},{"key":"9996_CR18","doi-asserted-by":"crossref","unstructured":"Hor\u00e9 A (2010) DjemelZiou. In: Image quality metrics: PSNR vs. SSIM\u201d international conference on pattern recognition","DOI":"10.1109\/ICPR.2010.579"},{"issue":"1","key":"9996_CR19","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/30.580378","volume":"43","author":"Y-T Kim","year":"1997","unstructured":"Kim Y-T (1997) Contrast enhancement using brightness preserving bi-histogram equalization. IEEE Trans Consum Electron 43(1):1\u20138","journal-title":"IEEE Trans Consum Electron"},{"issue":"1","key":"9996_CR20","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1109\/30.754419","volume":"45","author":"Y Wang","year":"1999","unstructured":"Wang Y, Chen Q, Zhang B (1999) Image enhancement based on equal area dualistic sub-image histogram equalization method. IEEE Trans Consum Electron 45(1):68\u201375","journal-title":"IEEE Trans Consum Electron"},{"issue":"9","key":"9996_CR21","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":"2","key":"9996_CR22","doi-asserted-by":"crossref","first-page":"737","DOI":"10.1109\/TCE.2010.5505995","volume":"56","author":"Y-C Chang","year":"2010","unstructured":"Chang Y-C, Chang C-M (2010) A simple histogram modification scheme for contrast enhancement. IEEE Trans Consum Electron 56(2):737\u2013742","journal-title":"IEEE Trans Consum Electron"},{"issue":"4","key":"9996_CR23","doi-asserted-by":"crossref","first-page":"2552","DOI":"10.1109\/TCE.2010.5681140","volume":"56","author":"CH Ooi","year":"2010","unstructured":"Ooi CH, Isa NAM (2010) Quadrants dynamic histogram equalization for contrast enhancement. IEEE Trans Consum Electron 56(4):2552\u20132559","journal-title":"IEEE Trans Consum Electron"},{"issue":"3","key":"9996_CR24","doi-asserted-by":"crossref","first-page":"1032","DOI":"10.1109\/TIP.2012.2226047","volume":"22","author":"S-C Huang","year":"2012","unstructured":"Huang S-C, Cheng F-C, Chiu Y-S (2012) Efficient contrast enhancement using adaptive gamma correction with weighting distribution. IEEE Trans Image Process 22(3):1032\u20131041","journal-title":"IEEE Trans Image Process"},{"issue":"1","key":"9996_CR25","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1049\/iet-ipr.2013.0778","volume":"9","author":"M Tiwari","year":"2015","unstructured":"Tiwari M, Gupta B, Shrivastava M (2015) High-speed quantile-based histogram equalisation for brightness preservation and contrast enhancement. IET Image Process 9(1):80\u201389","journal-title":"IET Image Process"},{"key":"9996_CR26","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1016\/j.patrec.2013.08.024","volume":"36","author":"K Singh","year":"2014","unstructured":"Singh K, Kapoor R (2014) Image enhancement using exposure based sub image histogram equalization. Pattern Recognit Lett 36:10\u201314","journal-title":"Pattern Recognit Lett"},{"issue":"3","key":"9996_CR27","doi-asserted-by":"crossref","first-page":"226","DOI":"10.1049\/iet-ipr.2014.0347","volume":"9","author":"Z Wei","year":"2015","unstructured":"Wei Z, Lidong H, Jun W, Zebin S (2015) Entropy maximisation histogram modification scheme for image enhancement. IET Image Process 9(3):226\u2013235","journal-title":"IET Image Process"},{"issue":"11","key":"9996_CR28","doi-asserted-by":"crossref","first-page":"799","DOI":"10.1049\/iet-ipr.2016.0242","volume":"10","author":"AS Parihar","year":"2016","unstructured":"Parihar AS, Verma OP (2016) Contrast enhancement using entropy-based dynamic sub-histogram equalisation. IET Image Process 10(11):799\u2013808","journal-title":"IET Image Process"},{"key":"9996_CR29","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1016\/j.image.2017.07.009","volume":"58","author":"X Wang","year":"2017","unstructured":"Wang X, Chen L (2017) An effective histogram modification scheme for image contrast enhancement. Signal Process Image Commun 58:187\u2013198","journal-title":"Signal Process Image Commun"},{"issue":"19","key":"9996_CR30","doi-asserted-by":"crossref","first-page":"1809","DOI":"10.1016\/j.ijleo.2015.05.023","volume":"126","author":"K Santhi","year":"2015","unstructured":"Santhi K, Banu RSDW (2015) Adaptive contrast enhancement using modified histogram equalization. Optik-Int J Light Electron Opt 126(19):1809\u20131814","journal-title":"Optik-Int J Light Electron Opt"},{"issue":"3\u20134","key":"9996_CR31","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1016\/j.jfranklin.2006.09.001","volume":"344","author":"NM Salem","year":"2007","unstructured":"Salem NM, Nandi AK (2007) Novel and adaptive contribution of the red channel in preprocessing of colour fundus images. J Franklin Inst 344(3\u20134):243\u2013256","journal-title":"J Franklin Inst"},{"key":"9996_CR32","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1007\/s10916-008-9195-z","volume":"33","author":"J Nayak","year":"2009","unstructured":"Nayak J, Acharya UR, Bhat PS, Shetty N, Lim T-C (2009) Automated diagnosis of glaucoma using digital fundus images. J Med Syst 33:337\u2013346","journal-title":"J Med Syst"},{"key":"9996_CR33","doi-asserted-by":"crossref","unstructured":"Intajag S, Tipsuwanporn V, Chatthai R (2009) Retinal image enhancement in multi-mode histogram. In: 2009 WRI world congress on computer science and information engineering, IEEE, pp 745\u2013749","DOI":"10.1109\/CSIE.2009.610"},{"key":"9996_CR34","doi-asserted-by":"crossref","unstructured":"Hani AFM, Soomro TA, Faye I, Kamel N, Yahya N (2014) Denoising methods for retinal fundus images. In: 2014 5th international conference on intelligent and advanced systems (ICIAS), IEEE, pp 1\u20136","DOI":"10.1109\/ICIAS.2014.6869534"},{"key":"9996_CR35","doi-asserted-by":"crossref","unstructured":"Hani AFM, Soomro TA, Fayee I, Kamel N, Yahya N (2013) Identification of noise in the fundus images. In: 2013 IEEE international conference on control system, computing and engineering, IEEE, pp 191\u2013196","DOI":"10.1109\/ICCSCE.2013.6719957"},{"key":"9996_CR36","doi-asserted-by":"crossref","unstructured":"K. Noronha, J. Nayak, and S. N. Bhat, \u201cEnhancement of retinal fundus image to highlight the features for detection of abnormal eyes,\u201d in TENCON 2006\u20132006 IEEE Region 10 Conference, IEEE, 2006, pp. 1\u20134.","DOI":"10.1109\/TENCON.2006.343793"},{"key":"9996_CR37","doi-asserted-by":"crossref","unstructured":"Setiawan AW, Mengko TR, Santoso OS, Suksmono AB (2013) Color retinal image enhancement using CLAHE. In: International conference on ICT for smart society, IEEE, pp 1\u20133","DOI":"10.1109\/ICTSS.2013.6588092"},{"key":"9996_CR38","unstructured":"K. Malathi and R. Nedunchelian, \u201cComparison of Various Noises and Filters for Fundus Images Using preprocessing Techniques,\u201d Int J Pharma Bio Sci, vol. 5, no. 3, 2014."},{"key":"9996_CR39","first-page":"79","volume":"5","author":"Y Elloumi","year":"2018","unstructured":"Elloumi Y, Akil M, Kehtarnavaz N (2018) A computationally efficient retina detection and enhancement image processing pipeline for smartphone-captured fundus images. J Multimed Inf Syst 5:79\u201382","journal-title":"J Multimed Inf Syst"},{"issue":"2","key":"9996_CR40","doi-asserted-by":"crossref","first-page":"e0192203","DOI":"10.1371\/journal.pone.0192203","volume":"13","author":"KB Khan","year":"2018","unstructured":"Khan KB, Khaliq AA, Jalil A, Shahid M (2018) A robust technique based on VLM and Frangi filter for retinal vessel extraction and denoising. PLoS ONE 13(2):e0192203","journal-title":"PLoS ONE"},{"issue":"7","key":"9996_CR41","doi-asserted-by":"crossref","first-page":"3142","DOI":"10.1109\/TIP.2017.2662206","volume":"26","author":"K Zhang","year":"2017","unstructured":"Zhang K, Zuo W, Chen Y, Meng D, Zhang L (2017) Beyond a gaussian denoiser: residual learning of deep cnn for image denoising. IEEE Trans Image Process 26(7):3142\u20133155","journal-title":"IEEE Trans Image Process"},{"issue":"3","key":"9996_CR42","doi-asserted-by":"crossref","first-page":"1389","DOI":"10.1109\/TCE.2008.4637632","volume":"54","author":"M Kim","year":"2008","unstructured":"Kim M, Chung MG (2008) Recursively separated and weighted histogram equalization for brightness preservation and contrast enhancement. IEEE Trans Consum Electron 54(3):1389\u20131397","journal-title":"IEEE Trans Consum Electron"},{"key":"9996_CR43","doi-asserted-by":"crossref","first-page":"329","DOI":"10.1016\/j.ijleo.2019.02.054","volume":"183","author":"M Veluchamy","year":"2019","unstructured":"Veluchamy M, Subramani B (2019) Image contrast and color enhancement using adaptive gamma correction and histogram equalization. Optik (Stuttg) 183:329\u2013337","journal-title":"Optik (Stuttg)"},{"key":"9996_CR44","unstructured":"Simonyan K, Zisserman A (2014) Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556"},{"issue":"6","key":"9996_CR45","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1145\/3065386","volume":"60","author":"A Krizhevsky","year":"2017","unstructured":"Krizhevsky A, Sutskever I, Hinton GE (2017) Imagenet classification with deep convolutional neural networks. Commun ACM 60(6):84\u201390","journal-title":"Commun ACM"},{"key":"9996_CR46","unstructured":"Ioffe S, Szegedy C (2015) Batch normalization: accelerating deep network training by reducing internal covariate shift. In: International conference on machine learning, pmlr, pp 448\u2013456"},{"key":"9996_CR47","doi-asserted-by":"crossref","unstructured":"K. He, X. Zhang, S. Ren, and J. Sun, \u201cDeep residual learning for image recognition,\u201d in Proceedings of the IEEE conference on computer vision and pattern recognition, 2016, pp. 770\u2013778.","DOI":"10.1109\/CVPR.2016.90"},{"issue":"3","key":"9996_CR48","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1109\/42.845178","volume":"19","author":"AD Hoover","year":"2000","unstructured":"Hoover AD, Kouznetsova V, Goldbaum M (2000) Locating blood vessels in retinal images by piecewise threshold probing of a matched filter response. IEEE Trans Med Imaging 19(3):203\u2013210","journal-title":"IEEE Trans Med Imaging"},{"key":"9996_CR49","doi-asserted-by":"publisher","first-page":"168251","DOI":"10.1016\/j.ijleo.2021.168251","volume":"251","author":"P Singh","year":"2022","unstructured":"Singh P, Bhandari AK, Kumar R (2022) Naturalness balance contrast enhancement using adaptive gamma with cumulative histogram and median filtering. Optik 251:168251. https:\/\/doi.org\/10.1016\/j.ijleo.2021.168251","journal-title":"Optik"},{"issue":"4","key":"9996_CR50","doi-asserted-by":"crossref","first-page":"1810","DOI":"10.1109\/TIP.2017.2665975","volume":"26","author":"AS Parihar","year":"2017","unstructured":"Parihar AS, Verma OP, Khanna C (2017) Fuzzy-contextual contrast enhancement. IEEE Trans Image Process 26(4):1810\u20131819","journal-title":"IEEE Trans Image Process"},{"issue":"10","key":"9996_CR51","doi-asserted-by":"crossref","first-page":"4719","DOI":"10.1109\/TIP.2016.2599103","volume":"25","author":"T Celik","year":"2016","unstructured":"Celik T (2016) Spatial mutual information and PageRank-based contrast enhancement and quality-aware relative contrast measure. IEEE Trans Image Process 25(10):4719\u20134728","journal-title":"IEEE Trans Image Process"},{"issue":"4","key":"9996_CR52","first-page":"1172","volume":"34","author":"S Agrawal","year":"2022","unstructured":"Agrawal S, Panda R, Mishro PK, Abraham A (2022) A novel joint histogram equalization based image contrast enhancement. J King Saud Univ-Comput Inf Sci 34(4):1172\u20131182","journal-title":"J King Saud Univ-Comput Inf Sci"},{"issue":"9","key":"9996_CR53","doi-asserted-by":"crossref","first-page":"6807","DOI":"10.1109\/TIM.2020.2976279","volume":"69","author":"AK Bhandari","year":"2020","unstructured":"Bhandari AK, Kandhway P, Maurya S (2020) Salp swarm algorithm-based optimally weighted histogram framework for image enhancement. IEEE Trans Instrum Meas 69(9):6807\u20136815","journal-title":"IEEE Trans Instrum Meas"},{"key":"9996_CR54","doi-asserted-by":"crossref","first-page":"5022","DOI":"10.1109\/TIP.2020.2974060","volume":"29","author":"J Xu","year":"2020","unstructured":"Xu J et al (2020) Star: a structure and texture aware retinex model. IEEE Trans Image Process 29:5022\u20135037","journal-title":"IEEE Trans Image Process"},{"key":"9996_CR55","first-page":"1","volume":"71","author":"R Kumar","year":"2022","unstructured":"Kumar R, Bhandari AK, Kumar M (2022) Haze elimination model-based color saturation adjustment with contrast correction. IEEE Trans Instrum Meas 71:1\u201310","journal-title":"IEEE Trans Instrum Meas"},{"issue":"5","key":"9996_CR56","doi-asserted-by":"publisher","first-page":"2802","DOI":"10.1109\/TCSVT.2021.3098763","volume":"32","author":"R Kumar","year":"2022","unstructured":"Kumar R, Bhandari AK (2022) Fuzzified contrast enhancement for nearly invisible images. IEEE Trans Circuits Syst Video Technol 32(5):2802\u20132813. https:\/\/doi.org\/10.1109\/TCSVT.2021.3098763","journal-title":"IEEE Trans Circuits Syst Video Technol"},{"issue":"9","key":"9996_CR57","doi-asserted-by":"crossref","first-page":"3538","DOI":"10.1109\/TIP.2013.2261309","volume":"22","author":"S Wang","year":"2013","unstructured":"Wang S, Zheng J, Hu H-M, Li B (2013) Naturalness preserved enhancement algorithm for non-uniform illumination images. IEEE Trans Image Process 22(9):3538\u20133548","journal-title":"IEEE Trans Image Process"},{"key":"9996_CR58","doi-asserted-by":"crossref","first-page":"103203","DOI":"10.1016\/j.dsp.2021.103203","volume":"118","author":"AK Bhandari","year":"2021","unstructured":"Bhandari AK, Srinivas K, Kumar A (2021) Optimized histogram computation model using cuckoo search for color image contrast distortion. Digit Signal Process 118:103203","journal-title":"Digit Signal Process"},{"issue":"9","key":"9996_CR59","doi-asserted-by":"crossref","first-page":"2009","DOI":"10.1109\/TFUZZ.2019.2930028","volume":"28","author":"AK Bhandari","year":"2019","unstructured":"Bhandari AK, Shahnawazuddin S, Meena AK (2019) A novel fuzzy clustering-based histogram model for image contrast enhancement. IEEE Trans Fuzzy Syst 28(9):2009\u20132021","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"3","key":"9996_CR60","doi-asserted-by":"crossref","first-page":"750","DOI":"10.1007\/s10278-021-00447-0","volume":"34","author":"MJ Alwazzan","year":"2021","unstructured":"Alwazzan MJ, Ismael MA, Ahmed AN (2021) A hybrid algorithm to enhance colour retinal fundus images using a Wiener filter and CLAHE. J Digit Imaging 34(3):750\u2013759","journal-title":"J Digit Imaging"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-024-09996-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-024-09996-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-024-09996-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,24]],"date-time":"2024-08-24T10:17:30Z","timestamp":1724494650000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-024-09996-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6,6]]},"references-count":60,"journal-issue":{"issue":"27","published-print":{"date-parts":[[2024,9]]}},"alternative-id":["9996"],"URL":"https:\/\/doi.org\/10.1007\/s00521-024-09996-1","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,6,6]]},"assertion":[{"value":"19 June 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 May 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 June 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}