{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T00:30:56Z","timestamp":1791160256016,"version":"4.1.0"},"reference-count":43,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2009,4,24]],"date-time":"2009-04-24T00:00:00Z","timestamp":1240531200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIViP"],"published-print":{"date-parts":[[2010,6]]},"DOI":"10.1007\/s11760-009-0115-6","type":"journal-article","created":{"date-parts":[[2009,4,23]],"date-time":"2009-04-23T05:01:46Z","timestamp":1240462906000},"page":"247-262","source":"Crossref","is-referenced-by-count":21,"title":["Color contrast enhancement method using steerable pyramid transform"],"prefix":"10.1007","volume":"4","author":[{"given":"D.","family":"Cherifi","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"A.","family":"Beghdadi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"A. H.","family":"Belbachir","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2009,4,24]]},"reference":[{"key":"115_CR1","doi-asserted-by":"crossref","DOI":"10.1002\/9780470230367","volume-title":"Digital Color Image Processing","author":"A. Koschan","year":"2008","unstructured":"Koschan A., Abidi M.: Digital Color Image Processing. Wiley Ed., New York (2008)"},{"issue":"2","key":"115_CR2","doi-asserted-by":"crossref","first-page":"445","DOI":"10.1117\/1.1353200","volume":"10","author":"V. Buzuloiu","year":"2001","unstructured":"Buzuloiu V., Ciuc M., Rangayyan R.M., Vertan C.: Adaptive neighborhood histogram equalization of color images. Int. J. Electron. Image 10(2), 445\u2013450 (2001)","journal-title":"Int. J. Electron. Image"},{"key":"115_CR3","doi-asserted-by":"crossref","unstructured":"Trahanias, P.E., Venetsanopoulos, A.N.: Color image enhancement through 3-D histogram equalization. In: IEEE Proc. 11th IAPR. Joint Intl. Conf. Pattern Recognition, Hague, Netherlands, August 1992, pp. 545\u2013548","DOI":"10.1109\/ICPR.1992.202045"},{"key":"115_CR4","doi-asserted-by":"crossref","first-page":"168","DOI":"10.1109\/83.481684","volume":"5","author":"I. Pitas","year":"1996","unstructured":"Pitas I., Kiniklis P.: Multichannel techniques in color image enhancement and modeling. IEEE Trans. Image Proc. 5, 168\u2013171 (1996)","journal-title":"IEEE Trans. Image Proc."},{"key":"115_CR5","volume-title":"An Introduction to Digital Image Processing","author":"W. Niblack","year":"1986","unstructured":"Niblack W.: An Introduction to Digital Image Processing, 2nd edn. Prentice Hall, Englewood Cliffs (1986)","edition":"2"},{"issue":"4","key":"115_CR6","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1016\/0031-3203(91)90072-D","volume":"24","author":"L. Dash","year":"1991","unstructured":"Dash L., Chatterji B.N.: Adaptive contrast enhancement and deenhancement. Pattern Recognit. 24(4), 289\u2013302 (1991)","journal-title":"Pattern Recognit."},{"key":"115_CR7","doi-asserted-by":"crossref","unstructured":"Chatterji, B.N., Murthy, R.N.: Adaptive contrast enhancement for color images. In: IEEE Proc. ICICS. Joint Intl. Conf., Information, Communications and Signal Processing, Singapore, vol. 3, pp. 1537\u20131541, 9\u201312 September 1997","DOI":"10.1109\/ICICS.1997.652251"},{"key":"115_CR8","doi-asserted-by":"crossref","first-page":"609","DOI":"10.1117\/12.7974125","volume":"26","author":"R.N. Strickland","year":"1987","unstructured":"Strickland R.N., Kim C.S., McDonnell W.F.: Digital color image enhancement based on the saturation component. Opt. Eng. 26, 609\u2013616 (1987)","journal-title":"Opt. Eng."},{"key":"115_CR9","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1016\/0167-8655(95)00097-6","volume":"17","author":"A. Gupta","year":"1996","unstructured":"Gupta A., Chanda B.: A hue preserving enhancement scheme for a class of color images. Pattern Recognit. Lett. 17, 109\u2013114 (1996)","journal-title":"Pattern Recognit. Lett."},{"issue":"12","key":"115_CR10","doi-asserted-by":"crossref","first-page":"1591","DOI":"10.1109\/TIP.2003.819231","volume":"12","author":"S.K. Naik","year":"2003","unstructured":"Naik S.K., Murthy C.A.: Hue-preserving color image enhancement without gamut problem. IEEE Trans. Image Process. 12(12), 1591\u20131598 (2003)","journal-title":"IEEE Trans. Image Process."},{"issue":"3","key":"115_CR11","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1016\/0167-8655(92)90056-6","volume":"13","author":"A. Toet","year":"1992","unstructured":"Toet A.: Multiscale color image enhancement. Pattern Recognit. Lett. 13(3), 167\u2013174 (1992)","journal-title":"Pattern Recognit. Lett."},{"key":"115_CR12","doi-asserted-by":"crossref","first-page":"536","DOI":"10.1109\/51.464770","volume":"14","author":"A.F. Laine","year":"1995","unstructured":"Laine A.F., Fan J., Yang W.: Wavelets for contrast enhancement of digital mammography. IEEE Eng. Med. Biol. Mag. 14, 536\u2013550 (1995)","journal-title":"IEEE Eng. Med. Biol. Mag."},{"key":"115_CR13","unstructured":"Huang, K., Wang, Q., Wu, Z.: Color image enhancement and evaluation algorithm based on human visual system. IEEE Proc. ICASSP, Joint Int\u2019l. Conf., Acoustics, Speech, and Signal Processing, Montreal, Canada, May, 17-21, 2004, pp. 721\u2013724"},{"key":"115_CR14","doi-asserted-by":"crossref","unstructured":"Xianghong, W., Shi-e, Y., Xinsheng, X.: An Effective Method to Colour Medical Image Enhancement. In: IEEE Proc. CME. Joint Int\u2019l Conf., Complex Medical Engineering, Beijing, pp. 874\u2013877, 23\u201327 May 2007","DOI":"10.1109\/ICCME.2007.4381866"},{"key":"115_CR15","unstructured":"Xiao, D., Ohya, J.: contrast enhancement of color images based on wavelet transform and human visual system. In: Proceeding of the IASTED International Conference, pp. 58\u201363, 3\u20135 January 2007"},{"key":"115_CR16","doi-asserted-by":"crossref","unstructured":"Wu, Q., Schulze, M.A., Castleman, K.R.: Steerable pyramid filters for selective image enhancement application. In: IEEE ISCAS\u201998, Joint Int\u2019l. Sym. on circuits and systeme, Monterey, California, vol. 5, pp. 325\u2013328, May 31\u2013 June 3 1998","DOI":"10.1109\/ISCAS.1998.694479"},{"key":"115_CR17","doi-asserted-by":"crossref","unstructured":"van den Branden Lambrecht, C.J. (ed.): Special issue on image and video quality metrics. Signal Process. 70(3), 153\u2013154 (1998)","DOI":"10.1016\/S0165-1684(98)00122-4"},{"issue":"3","key":"115_CR18","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1109\/83.908502","volume":"10","author":"S.S. Agaian","year":"2001","unstructured":"Agaian S.S., Panetta k., Grigoryan A.M.: Transform-based image enhancement algorithms with performance measure. IEEE Trans. Image Process. 10(3), 367\u2013382 (2001)","journal-title":"IEEE Trans. Image Process."},{"key":"115_CR19","doi-asserted-by":"crossref","first-page":"5163","DOI":"10.1073\/pnas.80.16.5163","volume":"80","author":"E.H. Land","year":"1983","unstructured":"Land E.H.: Recent advances in retinex theory and some implications for cortical computations: color vision and the natural image. Proc. Nat. Acad. Sci. USA 80, 5163\u20135169 (1983)","journal-title":"Proc. Nat. Acad. Sci. USA"},{"issue":"3","key":"115_CR20","doi-asserted-by":"crossref","first-page":"451","DOI":"10.1109\/83.557356","volume":"6","author":"D.J. Jobson","year":"1997","unstructured":"Jobson D.J., Rahman Z., Woodell G.A.: Properties and performance of a center\/surround retinex. IEEE Trans. Image Process. 6(3), 451\u2013462 (1997)","journal-title":"IEEE Trans. Image Process."},{"key":"115_CR21","doi-asserted-by":"crossref","first-page":"2820","DOI":"10.1109\/TIP.2006.877312","volume":"15","author":"L. Meylan","year":"2006","unstructured":"Meylan L., S\u00fcsstrunk S.: High dynamic range image rendering with a Retinex-based adaptive filter. IEEE Trans. Image Process. 15, 2820\u20132830 (2006)","journal-title":"IEEE Trans. Image Process."},{"key":"115_CR22","doi-asserted-by":"crossref","unstructured":"Choi, D.H., Jang, I.H., Kim, M.H., Kim, N.C.: Color image enhancement based on single-scale retinex with a jnd-based nonlinear filter. In: IEEE Proc. ISCAS. Joint Int\u2019l. Symposium Circuits and Systems, New Orleans, USA, pp. 3948\u20133951, 27\u201330 May 2007","DOI":"10.1109\/ISCAS.2007.378664"},{"key":"115_CR23","doi-asserted-by":"crossref","unstructured":"Rahman, Z., Jobson, D., Woodell, G.A.: Multiscale retinex for color image enhancement. In: Proceedings of the IEEE International Conference on Image Processing, IEEE (1996)","DOI":"10.1109\/ICIP.1996.560995"},{"key":"115_CR24","doi-asserted-by":"crossref","unstructured":"Jobson, D.J., Rahman, Z., Woodell, G.A.: A multi-scale Retinex for bridging the gap between color images and the human observation of scenes. IEEE Transactions on Image Processing: Special Issue on Color Processing, vol. 6, pp. 965\u2013976, July 1997","DOI":"10.1109\/83.597272"},{"key":"115_CR25","doi-asserted-by":"crossref","unstructured":"Wang, W., Zheng, J., Xian, S., Wang, J.: A fast multi-scale retinex algorithm for color image enhancement. In: IEEE proc., Int. Conf. on Wav. and Pattern Recognition, Hong Kong, pp. 80\u201385, 30\u201331 August 2008","DOI":"10.1109\/ICWAPR.2008.4635754"},{"issue":"9","key":"115_CR26","doi-asserted-by":"crossref","first-page":"2807","DOI":"10.1364\/JOSAA.24.002807","volume":"24","author":"L. Meylan","year":"2007","unstructured":"Meylan L., Alleysson D., S\u00fcsstrunk S.: A model of retinal local adaptation for the tone mapping of color filter array images. J. Opt. Soc. Am. A (JOSA A) 24(9), 2807\u20132816 (2007)","journal-title":"J. Opt. Soc. Am. A (JOSA A)"},{"key":"115_CR27","doi-asserted-by":"crossref","unstructured":"Cherifi, D., Beghdadi, A., Belbachir, A.H.: A multiscale and multi-orientation contrast enhancement method for digital mammography. In: IEEE Proc. 3th ISCCSP, Joint Int\u2019l. Sym. on com., control and signal proc., St Julians, Malta, pp. 312\u2013315, 12\u201314 March 2008","DOI":"10.1109\/ISCCSP.2008.4537241"},{"issue":"2","key":"115_CR28","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1016\/S0146-664X(77)80011-7","volume":"6","author":"R. Hummel","year":"1977","unstructured":"Hummel R.: Image enhancement by histogram transformation. Comput. Vis. Graph. Image Process. 6(2), 184\u2013195 (1977)","journal-title":"Comput. Vis. Graph. Image Process."},{"issue":"1","key":"115_CR29","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1023\/B:VLSI.0000028532.53893.82","volume":"38","author":"A.M. Reza","year":"2004","unstructured":"Reza A.M.: Realization of the contrast limited adaptive histogram equalization (CLAHE) for real-time image enhancement. VLSI Signal Process 38(1), 35\u201344 (2004)","journal-title":"VLSI Signal Process"},{"key":"115_CR30","doi-asserted-by":"crossref","first-page":"162","DOI":"10.1016\/0734-189X(89)90166-7","volume":"46","author":"A. Beghdadi","year":"1989","unstructured":"Beghdadi A., Le Negrate A.: Contrast enhancement technique based on local detection of edges. Comput. Vis. Graph. Image Process. 46, 162\u2013174 (1989)","journal-title":"Comput. Vis. Graph. Image Process."},{"key":"115_CR31","unstructured":"Alaya Cheikh, F., Khriji, L., Gabbouj, M.: Unsharp masking-based approach for color image processing. In: Proc. of the IX European Signal Processing Conference EUSIPCO-98, vol. 2, pp. 1033\u20131036, Island of Rhodes, Greece, 8\u201311 September 1998"},{"issue":"6","key":"115_CR32","doi-asserted-by":"crossref","first-page":"706","DOI":"10.1109\/TIP.2003.813140","volume":"12","author":"J.L. Starck","year":"2003","unstructured":"Starck J.L., Murtagh F., Candes E.J., Donoho D.L.: Gray and color image enhancement using the curvelet transform. IEEE Trans. Image Process. 12(6), 706\u2013717 (2003)","journal-title":"IEEE Trans. Image Process."},{"key":"115_CR33","unstructured":"Beghdadi, A., Deriche, M.: Features extraction from fingerprints using frequency domain analysis. In: IEEE Proc. Workshop On Signal Processing and its Applications, Brisbane, Australia, pp. 14\u201315, December 2000"},{"key":"115_CR34","doi-asserted-by":"crossref","unstructured":"Iordache, R., Beghdadi, A., Viaris de Lesegno, P.: Pyramidal perceptual filtering using Moon and Spencer contrast. In: The Int. Conf. on Image Processing ICIP\u20192001, Thessaloniki, Greece, October 2001","DOI":"10.1109\/ICIP.2001.958072"},{"key":"115_CR35","doi-asserted-by":"crossref","first-page":"891","DOI":"10.1109\/34.93808","volume":"13","author":"W.T. Freeman","year":"1991","unstructured":"Freeman W.T., Adelson E.H.: The design and use of steerable filters. IEEE Trans. Pattern Anal. Mach. Intell. 13, 891\u2013906 (1991)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"2","key":"115_CR36","doi-asserted-by":"crossref","first-page":"587","DOI":"10.1109\/18.119725","volume":"38","author":"E.P. Simoncelli","year":"1992","unstructured":"Simoncelli E.P., Freeman W.T., Adelson E.H., Heeger D.J.: Shiftable multiscale transform. IEEE Trans. Inform. Theory 38(2), 587\u2013607 (1992)","journal-title":"IEEE Trans. Inform. Theory"},{"key":"115_CR37","first-page":"2387","volume":"4","author":"A. Karasaridis","year":"1996","unstructured":"Karasaridis A., Simoncelli E.: A filter design technique for steerable pyramid image transforms. Proc. IEEE ICASSP 4, 2387\u20132390 (1996)","journal-title":"Proc. IEEE ICASSP"},{"key":"115_CR38","doi-asserted-by":"crossref","unstructured":"Simoncelli, E.P., Freeman, W.T.: The steerable pyramid: a flexible architecture for multi-scale derivative computation. In: Second Int\u2019l Conf on Image Proc, vol. 3, pp. 444\u2013447, Washington, DC, October 1995","DOI":"10.1109\/ICIP.1995.537667"},{"key":"115_CR39","doi-asserted-by":"crossref","unstructured":"Burt, P.J., Adelson, E.H.: The Laplacian pyramid as a compact image code. IEEE Trans. Commun., vol. COMM-31, pp. 532\u2013540, April 1983","DOI":"10.1109\/TCOM.1983.1095851"},{"key":"115_CR40","doi-asserted-by":"crossref","first-page":"452","DOI":"10.1109\/34.3910","volume":"10","author":"M. Porat","year":"1988","unstructured":"Porat M., : The generalized Gabor scheme of image representation in biological and machine vision. IEEE Trans. Pattern Anal. Mach. Intell. 10, 452\u2013467 (1988)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"115_CR41","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1364\/JOSA.35.000233","volume":"35","author":"P. Moon","year":"1945","unstructured":"Moon P., Spencer D.E.: The visual effect of nonuniform surrounds. J. Opt. Soc. Am. 35, 233\u2013248 (1945)","journal-title":"J. Opt. Soc. Am."},{"key":"115_CR42","doi-asserted-by":"crossref","first-page":"220","DOI":"10.1109\/83.821735","volume":"9","author":"K. Belkacem-Boussa\u00efd","year":"2000","unstructured":"Belkacem-Boussa\u00efd K., Beghdadi A.: A new image smoothing method based on a simple model of spatial processing in early stages of human vision. IEEE Trans. Image Process. 9, 220\u2013226 (2000)","journal-title":"IEEE Trans. Image Process."},{"key":"115_CR43","unstructured":"http:\/\/www-stat.stanford.edu\/~jstarck\/contrast.html"}],"container-title":["Signal, Image and Video Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11760-009-0115-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11760-009-0115-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11760-009-0115-6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,9]],"date-time":"2025-02-09T04:02:59Z","timestamp":1739073779000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11760-009-0115-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,4,24]]},"references-count":43,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2010,6]]}},"alternative-id":["115"],"URL":"https:\/\/doi.org\/10.1007\/s11760-009-0115-6","relation":{},"ISSN":["1863-1703","1863-1711"],"issn-type":[{"value":"1863-1703","type":"print"},{"value":"1863-1711","type":"electronic"}],"subject":[],"published":{"date-parts":[[2009,4,24]]}}}