{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,5,21]],"date-time":"2023-05-21T04:42:58Z","timestamp":1684644178538},"reference-count":43,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2023,5,20]],"date-time":"2023-05-20T00:00:00Z","timestamp":1684540800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,5,20]],"date-time":"2023-05-20T00:00:00Z","timestamp":1684540800000},"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":["J Syst Sci Complex"],"published-print":{"date-parts":[[2023,6]]},"DOI":"10.1007\/s11424-023-1270-5","type":"journal-article","created":{"date-parts":[[2023,5,20]],"date-time":"2023-05-20T05:01:42Z","timestamp":1684558902000},"page":"1089-1102","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Identification for the Low-Contrast Image Signal with Regularized Variational Term and Dynamical Saturating Nonlinearity"],"prefix":"10.1007","volume":"36","author":[{"given":"Ning","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Yumei","family":"Ma","sequence":"additional","affiliation":[]},{"given":"Zhenkuan","family":"Pan","sequence":"additional","affiliation":[]},{"given":"Baoxiang","family":"Huang","sequence":"additional","affiliation":[]},{"given":"Dongcheng","family":"Wang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,5,20]]},"reference":[{"issue":"8","key":"1270_CR1","doi-asserted-by":"publisher","first-page":"345","DOI":"10.14257\/ijsip.2015.8.8.35","volume":"8","author":"R P Singh","year":"2015","unstructured":"Singh R P and Dixit M, Histogram equalization: A strong technique for image enhancement, International Journal of Signal Processing, Image Processing and Pattern Recognition, 2015, 8(8): 345\u2013352.","journal-title":"International Journal of Signal Processing, Image Processing and Pattern Recognition"},{"key":"1270_CR2","unstructured":"Pizer S M, Johnston R E, Ericksen J P, et al., Contrast-limited adaptive histogram equalization: Speed and effectiveness, Proceedings of the First Conference on Visualization in Biomedical Computing, 1990."},{"key":"1270_CR3","first-page":"60","volume":"1","author":"G Xu","year":"2009","unstructured":"Xu G, Su J, Pan H D, et al., An image enhancement method based on gamma correction, 2009 Second International Symposium on Computational Intelligence and Design, 2009, 1: 60\u201363.","journal-title":"2009 Second International Symposium on Computational Intelligence and Design"},{"key":"1270_CR4","doi-asserted-by":"crossref","unstructured":"Choi D H, Jang I H, Kim M H, et al., Color image enhancement using single-scale retinex based on an improved image formation model, 2008 16th European Signal Processing Conference, Switzerland, 2008.","DOI":"10.1109\/ISCAS.2007.378664"},{"key":"1270_CR5","doi-asserted-by":"publisher","first-page":"1003","DOI":"10.1109\/ICIP.1996.560995","volume":"3","author":"Z Rahman","year":"1996","unstructured":"Rahman Z, Jobson D J, and Woodell G A, Multi-scale retinex for color image enhancement, Proceedings of 3rd IEEE International Conference on Image Processing, 1996, 3: 1003\u20131006.","journal-title":"Proceedings of 3rd IEEE International Conference on Image Processing"},{"issue":"11","key":"1270_CR6","doi-asserted-by":"publisher","first-page":"L453","DOI":"10.1088\/0305-4470\/14\/11\/006","volume":"14","author":"R Benzi","year":"1981","unstructured":"Benzi R, Sutera A, and Vulpiani A, The mechanism of stochastic resonance, Journal of Physics A: Mathematical and General, 1981, 14(11): L453.","journal-title":"Journal of Physics A: Mathematical and General"},{"issue":"1","key":"1270_CR7","doi-asserted-by":"publisher","first-page":"10","DOI":"10.3402\/tellusa.v34i1.10782","volume":"34","author":"R Benzi","year":"1982","unstructured":"Benzi R, Parisi G, Sutera A, et al., Stochastic resonance in climatic change, Tellus, 1982, 34(1): 10\u201316.","journal-title":"Tellus"},{"issue":"1","key":"1270_CR8","first-page":"71","volume":"24","author":"D I Hoult","year":"1976","unstructured":"Hoult D I and Richards R E, The signal-to-noise ratio of the nuclear magnetic resonance experiment, Journal of Magnetic Resonance, 1976, 24(1): 71\u201385.","journal-title":"Journal of Magnetic Resonance"},{"issue":"12","key":"1270_CR9","doi-asserted-by":"publisher","first-page":"N261","DOI":"10.1088\/0031-9155\/44\/12\/403","volume":"44","author":"M J Firbank","year":"1999","unstructured":"Firbank M J, Coulthard A, Harrison R M, et al., A comparison of two methods for measuring the signal to noise ratio on MR images, Physics in Medicine & Biology, 1999, 44(12): N261.","journal-title":"Physics in Medicine & Biology"},{"issue":"2","key":"1270_CR10","doi-asserted-by":"publisher","first-page":"174","DOI":"10.1049\/iet-ipr.2012.0114","volume":"7","author":"R Chouhan","year":"2013","unstructured":"Chouhan R, Jha R K, and Biswas P K, Enhancement of dark and low-contrast images using dynamic stochastic resonance, IET Image Processing, 2013, 7(2): 174\u2013184.","journal-title":"IET Image Processing"},{"issue":"4","key":"1270_CR11","doi-asserted-by":"publisher","first-page":"774","DOI":"10.1016\/j.camwa.2018.05.018","volume":"6","author":"J Zhang","year":"2018","unstructured":"Zhang J, Liu H, and Wei Z, Regularized variational dynamic stochastic resonance method for enhancement of dark and low-contrast image, Computers & Mathematics with Applications, 2018, 6(4): 774\u2013787.","journal-title":"Computers & Mathematics with Applications"},{"key":"1270_CR12","doi-asserted-by":"crossref","unstructured":"Liu H and Zhang J, Filtering combined dynamic stochastic resonance for enhancement of dark and low-contrast images, 2017 International Conference on Progress in Informatics and Computing (PIC), Nanjing, 2017.","DOI":"10.1109\/PIC.2017.8359529"},{"key":"1270_CR13","doi-asserted-by":"crossref","unstructured":"Chouhan R, Jha R K, and Biswas P K, Image denoising using dynamic stochastic resonance in wavelet domain, 2012 12th International Conference on Intelligent Systems Design and Applications (ISDA), Kochi, 2012.","DOI":"10.1109\/ISDA.2012.6416513"},{"issue":"5","key":"1270_CR14","doi-asserted-by":"publisher","first-page":"711","DOI":"10.7763\/IJMLC.2012.V2.220","volume":"2","author":"R Chouhan","year":"2012","unstructured":"Chouhan R, Kumar C P, Kumar R, et al., Contrast enhancement of dark images using stochastic resonance in wavelet domain, International Journal of Machine Learning and Computing, 2012, 2(5): 711\u2013715.","journal-title":"International Journal of Machine Learning and Computing"},{"issue":"4","key":"1270_CR15","doi-asserted-by":"publisher","first-page":"316","DOI":"10.1016\/j.compmedimag.2008.02.001","volume":"32","author":"V P S Rallabandi","year":"2008","unstructured":"Rallabandi V P S, Enhancement of ultrasound images using stochastic resonance-based wavelet transform, Computerized Medical Imaging and Graphics, 2008, 32(4): 316\u2013320.","journal-title":"Computerized Medical Imaging and Graphics"},{"issue":"9","key":"1270_CR16","doi-asserted-by":"publisher","first-page":"1361","DOI":"10.1016\/j.mri.2010.06.014","volume":"28","author":"V P S Rallabandi","year":"2010","unstructured":"Rallabandi V P S and Roy P K, Magnetic resonance image enhancement using stochastic resonance in Fourier domain, Magnetic Resonance Imaging, 2010, 28(9): 1361\u20131373.","journal-title":"Magnetic Resonance Imaging"},{"issue":"5","key":"1270_CR17","doi-asserted-by":"publisher","first-page":"2938","DOI":"10.1016\/j.jfranklin.2014.01.017","volume":"351","author":"R K Jha","year":"2014","unstructured":"Jha R K and Chouhan R, Dynamic stochastic resonance-based grayscale logo extraction in hybrid SVD-DCT domain, Journal of the Franklin Institute, 2014, 351(5): 2938\u20132965.","journal-title":"Journal of the Franklin Institute"},{"key":"1270_CR18","doi-asserted-by":"crossref","unstructured":"Gupta N, Jha R K, and Mohanty S K, Enhancement of dark images using dynamic stochastic resonance in combined DWT and DCT domain, 2014 9th International Conference on Industrial and Information Systems (ICIIS), Gwalior, 2014.","DOI":"10.1109\/ICIINFS.2014.7036546"},{"issue":"2","key":"1270_CR19","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1016\/j.patrec.2010.09.008","volume":"32","author":"C Ryu","year":"2011","unstructured":"Ryu C, Kong S G, and Kim H, Enhancement of feature extraction for low-quality fingerprint images using stochastic resonance, Pattern Recognition Letters, 2011, 32(2): 107\u2013113.","journal-title":"Pattern Recognition Letters"},{"issue":"1","key":"1270_CR20","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1007\/s11760-011-0236-6","volume":"7","author":"R K Jha","year":"2013","unstructured":"Jha R K, Biswas P K, and Shrivastava S, Logo extraction using dynamic stochastic resonance, Signal, Image and Video Processing, 2013, 7(1): 119\u2013128.","journal-title":"Signal, Image and Video Processing"},{"issue":"1","key":"1270_CR21","first-page":"1","volume":"35","author":"J Zhao","year":"2021","unstructured":"Zhao J, Ma Y, Pan Z, et al., Research on image signal identification based on adaptive array stochastic resonance, Journal of Systems Science & Complexity, 2021, 35(1): 1\u201315.","journal-title":"Journal of Systems Science & Complexity"},{"key":"1270_CR22","first-page":"1","volume":"2020","author":"H Zhang","year":"2020","unstructured":"Zhang H, Yu J, Ma Y, et al., Image restoration based on stochastic resonance in a parallel array of Fitzhugh-Nagumo Neuron, Complexity, 2020, 2020: 1\u20139.","journal-title":"Complexity"},{"issue":"1\u20134","key":"1270_CR23","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1016\/0167-2789(92)90242-F","volume":"60","author":"L I Rudin","year":"1992","unstructured":"Rudin L I, Osher S, and Fatemi E, Nonlinear total variation based noise removal algorithms, Physica D: Nonlinear Phenomena, 1992, 60(1\u20134): 259\u2013268.","journal-title":"Physica D: Nonlinear Phenomena"},{"issue":"263\u2013340","key":"1270_CR24","first-page":"227","volume":"9","author":"A Chambolle","year":"2010","unstructured":"Chambolle A, Caselles V, Cremers D, et al., An introduction to total variation for image analysis, Theoretical Foundations and Numerical Methods for Sparse Recovery, 2010, 9(263\u2013340): 227.","journal-title":"Theoretical Foundations and Numerical Methods for Sparse Recovery"},{"key":"1270_CR25","doi-asserted-by":"publisher","first-page":"208","DOI":"10.5201\/ipol.2011.bcm_nlm","volume":"1","author":"A Buades","year":"2011","unstructured":"Buades A, Coll B, and Morel J M, Non-local means denoising, Image Processing on Line, 2011, 1: 208\u2013212.","journal-title":"Image Processing on Line"},{"key":"1270_CR26","doi-asserted-by":"publisher","first-page":"1459","DOI":"10.1007\/s11045-017-0512-x","volume":"29","author":"Y M Gao","year":"2018","unstructured":"Gao Y M, Liu F, and Yang X P, Total generalized variation restoration with non-quadratic fidelity, Multidimensional Systems & Signal Processing, 2018, 29: 1459\u20131484.","journal-title":"Multidimensional Systems & Signal Processing"},{"issue":"1","key":"1270_CR27","doi-asserted-by":"publisher","first-page":"574","DOI":"10.1016\/j.jfranklin.2017.10.035","volume":"355","author":"J J Mei","year":"2018","unstructured":"Mei J J, Huang T Z, Wang S, et al., Second order total generalized variation for speckle reduction in ultrasound images, Journal of the Franklin Institute, 2018, 355(1): 574\u2013595.","journal-title":"Journal of the Franklin Institute"},{"issue":"1","key":"1270_CR28","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s11424-020-9009-z","volume":"33","author":"Q Song","year":"2020","unstructured":"Song Q and Huang Z, Identification of errors-in-variables systems with general nonlinear output observations and with arma observation noises, Journal of Systems Science & Complexity, 2020, 33(1): 1\u201314.","journal-title":"Journal of Systems Science & Complexity"},{"issue":"1","key":"1270_CR29","doi-asserted-by":"publisher","first-page":"200","DOI":"10.1007\/s11424-018-7362-y","volume":"31","author":"T Lu","year":"2018","unstructured":"Lu T, Lan W, and Li Z, Transient performance improvement in tracking control for a class of nonlinear systems with input saturation, Journal of Systems Science & Complexity, 2018, 31(1): 200\u2013214.","journal-title":"Journal of Systems Science & Complexity"},{"issue":"3","key":"1270_CR30","doi-asserted-by":"publisher","first-page":"604","DOI":"10.1007\/s11424-020-7248-7","volume":"33","author":"M Belfeki","year":"2020","unstructured":"Belfeki M, Adaptive output feedback regulation for a class of uncertain feedforward time-delay nonlinear systems, Journal of Systems Science & Complexity, 2020, 33(3): 604\u2013621.","journal-title":"Journal of Systems Science & Complexity"},{"issue":"1","key":"1270_CR31","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1007\/s11424-018-7295-5","volume":"31","author":"Y Long","year":"2018","unstructured":"Long Y, Liu S, Xie L, et al., Stochastic channel allocation for nonlinear systems with markovian packet dropout, Journal of Systems Science & Complexity, 2018, 31(1): 22\u201337.","journal-title":"Journal of Systems Science & Complexity"},{"issue":"36","key":"1270_CR32","doi-asserted-by":"publisher","first-page":"2651","DOI":"10.1016\/j.physleta.2014.07.025","volume":"378","author":"Y Ma","year":"2014","unstructured":"Ma Y and Duan F, Comparison of stochastic resonance in static and dynamical nonlinearities, Physics Letters A, 2014, 378(36): 2651\u20132656.","journal-title":"Physics Letters A"},{"issue":"6","key":"1270_CR33","doi-asserted-by":"publisher","first-page":"1526","DOI":"10.1007\/s11424-019-7310-5","volume":"32","author":"Z Wang","year":"2019","unstructured":"Wang Z, Shen X, and Zhu Y, Posterior cramr-rao bounds for nonlinear dynamic system with colored noises, Journal of Systems Science & Complexity, 2019, 32(6): 1526\u20131543.","journal-title":"Journal of Systems Science & Complexity"},{"issue":"1","key":"1270_CR34","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1561\/2200000016","volume":"3","author":"S Boyd","year":"2011","unstructured":"Boyd S, Parikh N, and Chu E, Distributed optimization and statistical learning via the alternating direction method of multipliers, Foundations and Trends in Machine Learning, 2011, 3(1): 1\u201322.","journal-title":"Foundations and Trends in Machine Learning"},{"issue":"1","key":"1270_CR35","first-page":"89","volume":"20","author":"A Chambolle","year":"2004","unstructured":"Chambolle A, An algorithm for total variation minimization and applications, Journal of Mathematical Imaging and Vision, 2004, 20(1): 89\u201397.","journal-title":"Journal of Mathematical Imaging and Vision"},{"issue":"3","key":"1270_CR36","doi-asserted-by":"publisher","first-page":"492","DOI":"10.1137\/090769521","volume":"3","author":"K Bredies","year":"2010","unstructured":"Bredies K, Kunisch K, and Pock T, Total generalized variation, SIAM Journal on Imaging Sciences, 2010, 3(3): 492\u2013526.","journal-title":"SIAM Journal on Imaging Sciences"},{"issue":"4","key":"1270_CR37","doi-asserted-by":"publisher","first-page":"891","DOI":"10.1007\/s13246-018-0685-0","volume":"41","author":"P Singh","year":"2018","unstructured":"Singh P and Pradhan G, Variational mode decomposition based ECG denoising using non-local means and wavelet domain filtering, Australasian Physical & Engineering Sciences in Medicine, 2018, 41(4): 891\u2013904.","journal-title":"Australasian Physical & Engineering Sciences in Medicine"},{"key":"1270_CR38","doi-asserted-by":"crossref","unstructured":"Jha R K, Chouhan R, Biswas P K, et al., Internal noise-induced contrast enhancement of dark images, 2012 19th IEEE International Conference on Image Processing, Orlando, 2012.","DOI":"10.1109\/ICIP.2012.6467024"},{"issue":"1","key":"1270_CR39","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1109\/TITB.2004.837851","volume":"9","author":"S Singh","year":"2005","unstructured":"Singh S and Bovis K, An evaluation of contrast enhancement techniques for mammographic breast masses, IEEE Transactions on Information Technology in Biomedicine, 2005, 9(1): 109\u2013119.","journal-title":"IEEE Transactions on Information Technology in Biomedicine"},{"key":"1270_CR40","first-page":"I","volume":"1","author":"Z Wang","year":"2002","unstructured":"Wang Z, Sheikh H R, and Bovik A C, No-reference perceptual quality assessment of JPEG compressed images, Proceedings of International Conference on Image Processing, 2002, 1: I\u2013I.","journal-title":"Proceedings of International Conference on Image Processing"},{"issue":"1","key":"1270_CR41","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1109\/TSMC.1979.4310076","volume":"9","author":"N Otsu","year":"1979","unstructured":"Otsu N, A threshold selection method from gray-level histograms, IEEE Transactions on Systems, Man, and Cybernetics, 1979, 9(1): 62\u201366.","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics"},{"issue":"3","key":"1270_CR42","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1016\/j.oceano.2017.03.005","volume":"59","author":"F Yu","year":"2017","unstructured":"Yu F, Sun W, Li J, et al., An improved Otsu method for oil spill detection from SAR images, Oceanologia, 2017, 59(3): 311\u2013317.","journal-title":"Oceanologia"},{"issue":"10","key":"1270_CR43","doi-asserted-by":"publisher","first-page":"1783","DOI":"10.1109\/TIP.2008.2002826","volume":"17","author":"J Mukherjee","year":"2008","unstructured":"Mukherjee J and Mitra S K, Enhancement of color images by scaling the DCT coefficients, IEEE Transactions on Image processing, 2008, 17(10): 1783\u20131794.","journal-title":"IEEE Transactions on Image processing"}],"container-title":["Journal of Systems Science and Complexity"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11424-023-1270-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11424-023-1270-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11424-023-1270-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,20]],"date-time":"2023-05-20T05:15:00Z","timestamp":1684559700000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11424-023-1270-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5,20]]},"references-count":43,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2023,6]]}},"alternative-id":["1270"],"URL":"https:\/\/doi.org\/10.1007\/s11424-023-1270-5","relation":{},"ISSN":["1009-6124","1559-7067"],"issn-type":[{"value":"1009-6124","type":"print"},{"value":"1559-7067","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,5,20]]},"assertion":[{"value":"23 July 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 September 2021","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 May 2023","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}