{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,21]],"date-time":"2026-03-21T19:28:41Z","timestamp":1774121321388,"version":"3.50.1"},"reference-count":36,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2017,5,15]],"date-time":"2017-05-15T00:00:00Z","timestamp":1494806400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Appl Intell"],"published-print":{"date-parts":[[2017,12]]},"DOI":"10.1007\/s10489-017-0931-2","type":"journal-article","created":{"date-parts":[[2017,5,15]],"date-time":"2017-05-15T06:23:46Z","timestamp":1494829426000},"page":"1132-1143","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["Multi-resolution gray-level image enhancement using particle swarm optimization"],"prefix":"10.1007","volume":"47","author":[{"given":"Ali Mohammad","family":"Nickfarjam","sequence":"first","affiliation":[]},{"given":"Hossein","family":"Ebrahimpour-Komleh","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,5,15]]},"reference":[{"key":"931_CR1","doi-asserted-by":"crossref","unstructured":"Panetta KA, Wharton EJ, Agaian SS (2008) Human visual system-based image enhancement and logarithmic contrast measure. IEEE Trans Syst Man Cybern B Cybern 38(1):174\u2013188","DOI":"10.1109\/TSMCB.2007.909440"},{"key":"931_CR2","volume-title":"International IEEE conference on issues and challenges in intelligent computing techniques","author":"A Aggarwal","year":"2014","unstructured":"Aggarwal A, Garg A (2014) Medical image enhancement using adaptive multiscale product thresholding International IEEE conference on issues and challenges in intelligent computing techniques"},{"key":"931_CR3","doi-asserted-by":"crossref","unstructured":"Richards J (2013) Remote sensing digital image analysis: an introduction. Springer","DOI":"10.1007\/978-3-642-30062-2"},{"key":"931_CR4","volume-title":"International journal of engineering research and technology (IJERT) 2(5)","author":"G Srilekha","year":"2013","unstructured":"Srilekha G, Kumar VK, Jyothi B (2013) Satellite image resolution enhancement using DWT and contrast enhancement using SVD International journal of engineering research and technology (IJERT) 2(5)"},{"key":"931_CR5","unstructured":"Gonzalez RC, Woods RE (2002) Digital image processing. Prentice Hall"},{"key":"931_CR6","doi-asserted-by":"crossref","unstructured":"Pratt WK (2001) Digital image processing. A Wiley-Interscience Publication","DOI":"10.1002\/0471221325"},{"key":"931_CR7","doi-asserted-by":"crossref","unstructured":"Szeliski R (2010) Computer vision: algorithms and applications. Springer, Text is Computer Science","DOI":"10.1007\/978-1-84882-935-0"},{"key":"931_CR8","doi-asserted-by":"crossref","unstructured":"Gibson JJ (2014) The ecological approach to visual perception: classic edition. Psychology Press","DOI":"10.4324\/9781315740218"},{"key":"931_CR9","doi-asserted-by":"crossref","unstructured":"Kim Y-T (1997) Contrast enhancement using brightness preserving bi-histogram equalization. IEEE Trans Consum Electron 43(1): 1\u20138","DOI":"10.1109\/30.580378"},{"key":"931_CR10","doi-asserted-by":"crossref","unstructured":"Chen S-D, Ramli AR (2003) Contrast enhancement using recursive mean-separate histogram equalization for scalable brightness preservation. IEEE Trans Consum Electron 49(4):1301\u2013 1309","DOI":"10.1109\/TCE.2003.1261233"},{"key":"931_CR11","doi-asserted-by":"crossref","unstructured":"Shanmugavadivu P, Balasubramanian K (2014) Particle swarm optimized multi-objective histogram equalization for image enhancement. Opt Laser Technol 57:243\u2013251","DOI":"10.1016\/j.optlastec.2013.07.013"},{"key":"931_CR12","doi-asserted-by":"crossref","unstructured":"Zhang C-J, Hu M (2008) Contrast enhancement for image by WNN and GA combining PSNR with information entropy. Fuzzy Optim Decis Making 7(4):331\u2013349","DOI":"10.1007\/s10700-008-9042-1"},{"key":"931_CR13","unstructured":"Ce L, Yannan Z, Chengsu O (2013) A novel method of image enhancement via multi-scale fuzzy membership. Springer Proceedings of Chinese Intelligent Automation Conference"},{"key":"931_CR14","doi-asserted-by":"crossref","unstructured":"Sheet D, Garud H, Suveer A, Mahadevappa M, Chatterjee J (2010) Brightness preserving dynamic fuzzy histogram equalization. IEEE Trans Consum Electron 56(4)","DOI":"10.1109\/TCE.2010.5681130"},{"key":"931_CR15","volume-title":"International IEEE conference on communications (COMM)","author":"A Saenko","year":"2012","unstructured":"Saenko A, Polte G, Musalimov V (2012) Image enhancement and image quality analysis using fuzzy logic techniques International IEEE conference on communications (COMM)"},{"key":"931_CR16","unstructured":"Mehmet Emin Y, Alper B (2013) Improved digital image enhancement filters based on type-2 neuro-fuzzy techniques. Springer Computational Intelligence in Image Processing"},{"key":"931_CR17","doi-asserted-by":"crossref","unstructured":"Bhutada GG, Anand RS, Saxena SC (2011) Image enhancement by wavelet-based thresholding neural network with adaptive learning rate. IET Image Proc 5(7):573\u2013582","DOI":"10.1049\/iet-ipr.2010.0014"},{"key":"931_CR18","volume-title":"International IEEE symposium on intelligent signal processing and communication systems (ISPACS)","author":"L Yinghua","year":"2010","unstructured":"Yinghua L, Tian P, Jian C (2010) A biologically inspired neural network for image enhancement International IEEE symposium on intelligent signal processing and communication systems (ISPACS)"},{"key":"931_CR19","doi-asserted-by":"crossref","unstructured":"Draa A, Bouaziz A (2014) An artificial bee colony algorithm for image contrast enhancement. Swarm Evol Comput 16:69\u201384","DOI":"10.1016\/j.swevo.2014.01.003"},{"key":"931_CR20","doi-asserted-by":"crossref","unstructured":"Hashemi S, Kiani S, Noroozi N, Ebrahimi Moghaddam M (2010) An image contrast enhancement method based on genetic algorithm. Pattern Recogn Lett 31(13):1816\u20131824","DOI":"10.1016\/j.patrec.2009.12.006"},{"key":"931_CR21","doi-asserted-by":"crossref","unstructured":"Agrawal S, Panda R (2012) An efficient algorithm for gray-level image enhancement using cuckoo search. In International Conference on Swarm, Evolutionary, and Memetic Computing, pp. 82\u201389. Springer Berlin Heidelberg","DOI":"10.1007\/978-3-642-35380-2_11"},{"key":"931_CR22","doi-asserted-by":"crossref","unstructured":"Kwok NM, Ha QP, Liu D, Fang G (2009) Contrast enhancement and intensity preservation for gray-level images using multi-objective particle swarm optimization. IEEE Trans Autom Sci Eng 6(1):145\u2013155","DOI":"10.1109\/TASE.2008.917053"},{"key":"931_CR23","volume-title":"2nd international IEEE conference on pattern recognition and image analysis (IPRIA)","author":"S Yaghoobi","year":"2015","unstructured":"Yaghoobi S, Hemayat S, Mojallali H (2015) Image gray-level enhancement using black hole algorithm 2nd international IEEE conference on pattern recognition and image analysis (IPRIA)"},{"key":"931_CR24","unstructured":"Yuan Kueh H, Marco E, Springer M, Sivaramakrishnan S (2014) Image analysis for biology. Marine Biological Laboratory, MBL Physiology Course"},{"key":"931_CR25","doi-asserted-by":"crossref","unstructured":"Costa NRP (2010) Simultaneous optimization of mean and standard deviation. Qual Eng 22(3):140\u2013149","DOI":"10.1080\/08982110903394205"},{"issue":"2","key":"931_CR26","doi-asserted-by":"crossref","first-page":"1292","DOI":"10.1109\/TSMCB.2003.818533","volume":"34","author":"C Munteanu","year":"2004","unstructured":"Munteanu C, Rosa A (2004) Gray-scale image enhancement as an automatic process driven by evolution. IEEE Trans. Syst. Man Cybern. B Cybern. 34(2):1292\u20131298","journal-title":"IEEE Trans. Syst. Man Cybern. B Cybern."},{"key":"931_CR27","unstructured":"Adelson EH, Anderson CH, Bergen JR, Burt PJ, Ogden JM (1984) Pyramid methods in image processing. RCA Technical Report"},{"key":"931_CR28","unstructured":"Strengert M, Kraus M, Ertl T (2006) Pyramid methods in GPU-based image processing. Proceedings vision, modeling, and visualization"},{"key":"931_CR29","unstructured":"Nixon MS, Aguado AS (2002) Feature extraction and image processing. Academic Press"},{"key":"931_CR30","volume-title":"3rd international IEEE conference on computer science and information technology (ICCSIT)","author":"W Gao","year":"2010","unstructured":"Gao W, Yang L, Zhang X, Liu H (2010) An improved sobel edge detection 3 rd international IEEE conference on computer science and information technology (ICCSIT)"},{"key":"931_CR31","volume-title":"International IEEE conference on neural networks","author":"R Eberhart","year":"1995","unstructured":"Eberhart R, Kennedy J (1995) Particle swarm optimization International IEEE conference on neural networks"},{"key":"931_CR32","unstructured":"Omran MGH (2004) Particle swarm optimization methods for pattern recognition and image processing. Thesis, University of Pretoria"},{"issue":"4","key":"931_CR33","first-page":"27","volume":"7","author":"TO Aydin","year":"2010","unstructured":"Aydin TO, \u010cad\u00edk M, Myszkowski K, Seidel HP (2010) Visually significant edges. ACM Transactions on Applied Perception (TAP) 7(4):27","journal-title":"ACM Transactions on Applied Perception (TAP)"},{"key":"931_CR34","unstructured":"Fedias M, Saigaa D (2010) A new approach based in mean and standard deviation for authentication system of face. Praise Worthy Prize, International Review on Computers and Software"},{"issue":"1","key":"931_CR35","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"},{"key":"931_CR36","unstructured":"Access time: January 28, 2017. BBHE: https:\/\/www.mathworks.com\/matlabcentral\/answers\/74657-how-can-i-do-bi-histogram-equalization-in-matlab GHE: http:\/\/www.imageprocessingplace.com\/rootfilesV3\/software\/software.htm HS: http:\/\/www.imageprocessingplace.com\/rootfilesV3\/software\/software.htm RMSHE: https:\/\/www.mathworks.com\/help\/images\/ref\/adapthisteq.html Hashemi et al.: http:\/\/www.codeforge.com\/article\/219933 BH: http:\/\/matlabsimulations.com\/category\/ieee-projects-matlab-image-processing\/"}],"container-title":["Applied Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10489-017-0931-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-017-0931-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-017-0931-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,24]],"date-time":"2019-09-24T16:58:57Z","timestamp":1569344337000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10489-017-0931-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5,15]]},"references-count":36,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2017,12]]}},"alternative-id":["931"],"URL":"https:\/\/doi.org\/10.1007\/s10489-017-0931-2","relation":{},"ISSN":["0924-669X","1573-7497"],"issn-type":[{"value":"0924-669X","type":"print"},{"value":"1573-7497","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,5,15]]}}}