{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,10]],"date-time":"2026-07-10T19:17:13Z","timestamp":1783711033426,"version":"3.55.0"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"8","license":[{"start":{"date-parts":[[2025,5,27]],"date-time":"2025-05-27T00:00:00Z","timestamp":1748304000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,5,27]],"date-time":"2025-05-27T00:00:00Z","timestamp":1748304000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"The Enterprise Innovation Research Program - Thermal Infrared Image Processing System","award":["TG20230427"],"award-info":[{"award-number":["TG20230427"]}]},{"name":"The Key Research and Development Program of Shaanxi, China","award":["2023-YBNY-212"],"award-info":[{"award-number":["2023-YBNY-212"]}]},{"DOI":"10.13039\/501100001809","name":"The National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["No.32472002"],"award-info":[{"award-number":["No.32472002"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["SIViP"],"published-print":{"date-parts":[[2025,8]]},"DOI":"10.1007\/s11760-025-04188-3","type":"journal-article","created":{"date-parts":[[2025,5,27]],"date-time":"2025-05-27T10:39:37Z","timestamp":1748342377000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Infrared Image Enhancement Using Weighted Guided Image Filtering with Steering Kernel"],"prefix":"10.1007","volume":"19","author":[{"given":"Zedong","family":"Xu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jianfeng","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,5,27]]},"reference":[{"key":"4188_CR1","unstructured":"Soundrapandiyan, R., Satapathy, S.C., PVSSR, C.M., Nhu, N.G.: A comprehensive survey on image enhancement techniques with special emphasis on infrared images. Multimedia Tools and Applications, 1\u201333 (2022)"},{"issue":"21","key":"4188_CR2","doi-asserted-by":"publisher","first-page":"29919","DOI":"10.1007\/s11042-022-12830-2","volume":"81","author":"S Chaudhary","year":"2022","unstructured":"Chaudhary, S., Bhardwaj, A., Rana, P.: Image enhancement by linear regression algorithm and sub-histogram equalization. Multimedia Tools and Applications 81(21), 29919\u201329938 (2022)","journal-title":"Multimedia Tools and Applications"},{"key":"4188_CR3","doi-asserted-by":"publisher","DOI":"10.1016\/j.infrared.2021.104014","volume":"121","author":"Z Huang","year":"2022","unstructured":"Huang, Z., Li, X., Wang, L., Fang, H., Ma, L., Shi, Y., Hong, H.: Spatially adaptive multi-scale image enhancement based on nonsubsampled contourlet transform. Infrared Physics & Technology 121, 104014 (2022)","journal-title":"Infrared Physics & Technology"},{"key":"4188_CR4","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1016\/j.infrared.2018.08.019","volume":"94","author":"Z Huang","year":"2018","unstructured":"Huang, Z., Fang, H., Li, Q., Li, Z., Zhang, T., Sang, N., Li, Y.: Optical remote sensing image enhancement with weak structure preservation via spatially adaptive gamma correction. Infrared Physics & Technology 94, 38\u201347 (2018)","journal-title":"Infrared Physics & Technology"},{"issue":"9","key":"4188_CR5","doi-asserted-by":"publisher","first-page":"096401","DOI":"10.1117\/1.3216575","volume":"48","author":"F Branchitta","year":"2009","unstructured":"Branchitta, F., Diani, M., Corsini, G., Romagnoli, M.: New technique for the visualization of high dynamic range infrared images. Optical Engineering 48(9), 096401\u2013096401 (2009)","journal-title":"Optical Engineering"},{"issue":"12","key":"4188_CR6","doi-asserted-by":"publisher","first-page":"127401","DOI":"10.1117\/1.3659698","volume":"50","author":"C Zuo","year":"2011","unstructured":"Zuo, C., Chen, Q., Liu, N., Ren, J., Sui, X.: Display and detail enhancement for high-dynamic-range infrared images. Optical Engineering 50(12), 127401\u2013127401 (2011)","journal-title":"Optical Engineering"},{"key":"4188_CR7","doi-asserted-by":"crossref","unstructured":"Tomasi, C., Manduchi, R.: Bilateral filtering for gray and color images. In: Sixth International Conference on Computer Vision (IEEE Cat. No. 98CH36271), pp. 839\u2013846 (1998)","DOI":"10.1109\/ICCV.1998.710815"},{"issue":"5","key":"4188_CR8","doi-asserted-by":"publisher","first-page":"664","DOI":"10.1109\/TIP.2008.919949","volume":"17","author":"B Zhang","year":"2008","unstructured":"Zhang, B., Allebach, J.P.: Adaptive bilateral filter for sharpness enhancement and noise removal. IEEE transactions on Image Processing 17(5), 664\u2013678 (2008)","journal-title":"IEEE transactions on Image Processing"},{"issue":"6","key":"4188_CR9","doi-asserted-by":"publisher","first-page":"1397","DOI":"10.1109\/TPAMI.2012.213","volume":"35","author":"K He","year":"2012","unstructured":"He, K., Sun, J., Tang, X.: Guided image filtering. IEEE transactions on pattern analysis and machine intelligence 35(6), 1397\u20131409 (2012)","journal-title":"IEEE transactions on pattern analysis and machine intelligence"},{"key":"4188_CR10","doi-asserted-by":"publisher","first-page":"138","DOI":"10.1016\/j.infrared.2014.07.013","volume":"67","author":"N Liu","year":"2014","unstructured":"Liu, N., Zhao, D.: Detail enhancement for high-dynamic-range infrared images based on guided image filter. Infrared Physics & Technology 67, 138\u2013147 (2014)","journal-title":"Infrared Physics & Technology"},{"issue":"6","key":"4188_CR11","doi-asserted-by":"publisher","first-page":"061103","DOI":"10.1117\/1.JEI.24.6.061103","volume":"24","author":"F Garcia","year":"2015","unstructured":"Garcia, F., Schockaert, C., Mirbach, B.: Real-time visualization of low contrast targets from high-dynamic range infrared images based on temporal digital detail enhancement filter. Journal of Electronic Imaging 24(6), 061103\u2013061103 (2015)","journal-title":"Journal of Electronic Imaging"},{"key":"4188_CR12","doi-asserted-by":"crossref","unstructured":"Garcia, F., Schockaert, C., Mirbach, B.: Noise removal and real-time detail enhancement of high-dynamic-range infrared images with time consistency. In: Twelfth International Conference on Quality Control by Artificial Vision 2015, vol. 9534, pp. 194\u2013202 (2015). SPIE","DOI":"10.1117\/12.2182896"},{"issue":"6","key":"4188_CR13","doi-asserted-by":"publisher","first-page":"061103","DOI":"10.1117\/1.JEI.24.6.061103","volume":"24","author":"F Garcia","year":"2015","unstructured":"Garcia, F., Schockaert, C., Mirbach, B.: Real-time visualization of low contrast targets from high-dynamic range infrared images based on temporal digital detail enhancement filter. Journal of Electronic Imaging 24(6), 061103\u2013061103 (2015)","journal-title":"Journal of Electronic Imaging"},{"issue":"1","key":"4188_CR14","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1080\/09500340.2018.1511861","volume":"66","author":"B Zhou","year":"2019","unstructured":"Zhou, B., Luo, Y., Yang, M., Chen, B., Wang, M., Peng, L., Liang, K.: An improved adaptive detail enhancement algorithm for infrared images based on guided image filter. Journal of Modern Optics 66(1), 33\u201346 (2019)","journal-title":"Journal of Modern Optics"},{"issue":"21","key":"4188_CR15","doi-asserted-by":"publisher","first-page":"6407","DOI":"10.1364\/AO.396417","volume":"59","author":"Y Chen","year":"2020","unstructured":"Chen, Y., Kang, J.U., Zhang, G., Cao, J., Xie, Q., Kwan, C.: Real-time infrared image detail enhancement based on fast guided image filter and plateau equalization. Applied Optics 59(21), 6407\u20136416 (2020)","journal-title":"Applied Optics"},{"key":"4188_CR16","doi-asserted-by":"crossref","unstructured":"Luo, J., Zhang, Y.: Infrared image enhancement algorithm based on weighted guided filtering. In: 2021 IEEE 2nd International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA), vol. 2, pp. 332\u2013336 (2021). IEEE","DOI":"10.1109\/ICIBA52610.2021.9688030"},{"issue":"1","key":"4188_CR17","first-page":"120","volume":"24","author":"Z Li","year":"2014","unstructured":"Li, Z., Zheng, J., Zhu, Z., Yao, W., Wu, S.: Weighted guided image filtering. IEEE Transactions on Image processing 24(1), 120\u2013129 (2014)","journal-title":"IEEE Transactions on Image processing"},{"key":"4188_CR18","doi-asserted-by":"crossref","unstructured":"Zuiderveld, K.: Contrast limited adaptive histogram equalization. Graphics gems, 474\u2013485 (1994)","DOI":"10.1016\/B978-0-12-336156-1.50061-6"},{"key":"4188_CR19","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1016\/j.neucom.2018.11.081","volume":"332","author":"X Kuang","year":"2019","unstructured":"Kuang, X., Sui, X., Liu, Y., Chen, Q., Gu, G.: Single infrared image enhancement using a deep convolutional neural network. Neurocomputing 332, 119\u2013128 (2019)","journal-title":"Neurocomputing"},{"key":"4188_CR20","doi-asserted-by":"publisher","first-page":"394","DOI":"10.1109\/LSP.2021.3138351","volume":"29","author":"Z Huang","year":"2021","unstructured":"Huang, Z., Wang, L., An, Q., Zhou, Q., Hong, H.: Learning a contrast enhancer for intensity correction of remotely sensed images. IEEE Signal Processing Letters 29, 394\u2013398 (2021)","journal-title":"IEEE Signal Processing Letters"},{"key":"4188_CR21","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/LGRS.2020.3011973","volume":"19","author":"Z Huang","year":"2021","unstructured":"Huang, Z., Zhu, Z., An, Q., Wang, Z., Zhou, Q., Zhang, T., Alshomrani, A.S.: Luminance learning for remotely sensed image enhancement guided by weighted least squares. IEEE Geoscience and Remote Sensing Letters 19, 1\u20135 (2021)","journal-title":"IEEE Geoscience and Remote Sensing Letters"},{"issue":"11","key":"4188_CR22","doi-asserted-by":"publisher","first-page":"1381","DOI":"10.3390\/rs11111381","volume":"11","author":"C Liu","year":"2019","unstructured":"Liu, C., Sui, X., Kuang, X., Liu, Y., Gu, G., Chen, Q.: Adaptive contrast enhancement for infrared images based on the neighborhood conditional histogram. Remote sensing 11(11), 1381 (2019)","journal-title":"Remote sensing"},{"key":"4188_CR23","doi-asserted-by":"crossref","unstructured":"Agrawal, S., Panda, R., Mishro, P.K., Abraham, A.: A novel joint histogram equalization based image contrast enhancement. Journal of King Saud University-Computer and Information Sciences 34(4), 1172\u20131182 (2022)","DOI":"10.1016\/j.jksuci.2019.05.010"},{"key":"4188_CR24","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2022.109043","volume":"134","author":"H Rahman","year":"2023","unstructured":"Rahman, H., Paul, G.C.: Tripartite sub-image histogram equalization for slightly low contrast gray-tone image enhancement. Pattern Recognition 134, 109043 (2023)","journal-title":"Pattern Recognition"},{"key":"4188_CR25","doi-asserted-by":"crossref","unstructured":"Huang, Z., Lin, C., Xu, B., Xia, M., Li, Q., Li, Y., Sang, N.: T2ea: Target-aware taylor expansion approximation network for infrared and visible image fusion. IEEE Transactions on Circuits and Systems for Video Technology, 1\u20131 (2024)","DOI":"10.1109\/TCSVT.2024.3524794"},{"key":"4188_CR26","doi-asserted-by":"publisher","first-page":"500","DOI":"10.1109\/TIP.2019.2928631","volume":"29","author":"Z Sun","year":"2019","unstructured":"Sun, Z., Han, B., Li, J., Zhang, J., Gao, X.: Weighted guided image filtering with steering kernel. IEEE Transactions on Image Processing 29, 500\u2013508 (2019)","journal-title":"IEEE Transactions on Image Processing"},{"issue":"2","key":"4188_CR27","doi-asserted-by":"publisher","first-page":"349","DOI":"10.1109\/TIP.2006.888330","volume":"16","author":"H Takeda","year":"2007","unstructured":"Takeda, H., Farsiu, S., Milanfar, P.: Kernel regression for image processing and reconstruction. IEEE Transactions on image processing 16(2), 349\u2013366 (2007)","journal-title":"IEEE Transactions on image processing"},{"issue":"1","key":"4188_CR28","doi-asserted-by":"publisher","DOI":"10.1117\/1.2945910","volume":"2","author":"JW Roberts","year":"2008","unstructured":"Roberts, J.W., Van Aardt, J.A., Ahmed, F.B.: Assessment of image fusion procedures using entropy, image quality, and multispectral classification. Journal of Applied Remote Sensing 2(1), 023522 (2008)","journal-title":"Journal of Applied Remote Sensing"},{"key":"4188_CR29","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1016\/j.optcom.2014.12.032","volume":"341","author":"G Cui","year":"2015","unstructured":"Cui, G., Feng, H., Xu, Z., Li, Q., Chen, Y.: Detail preserved fusion of visible and infrared images using regional saliency extraction and multi-scale image decomposition. Optics Communications 341, 199\u2013209 (2015)","journal-title":"Optics Communications"},{"issue":"13","key":"4188_CR30","doi-asserted-by":"publisher","first-page":"2647","DOI":"10.1049\/iet-ipr.2018.5840","volume":"13","author":"Z Lin","year":"2019","unstructured":"Lin, Z., Yingjie, Z., Bochao, D., Bo, C., Yangfan, L.: Welding defect detection based on local image enhancement. IET Image Processing 13(13), 2647\u20132658 (2019)","journal-title":"IET Image Processing"},{"key":"4188_CR31","doi-asserted-by":"crossref","unstructured":"Hore, A., Ziou, D.: Image quality metrics: Psnr vs. ssim. In: 2010 20th International Conference on Pattern Recognition, pp. 2366\u20132369 (2010). IEEE","DOI":"10.1109\/ICPR.2010.579"},{"key":"4188_CR32","unstructured":"Nilsson, J., Akenine-M\u00f6ller, T.: Understanding ssim. arXiv preprint arXiv:2006.13846 (2020)"}],"container-title":["Signal, Image and Video Processing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11760-025-04188-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11760-025-04188-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11760-025-04188-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,11]],"date-time":"2025-06-11T07:13:59Z","timestamp":1749626039000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11760-025-04188-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,27]]},"references-count":32,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2025,8]]}},"alternative-id":["4188"],"URL":"https:\/\/doi.org\/10.1007\/s11760-025-04188-3","relation":{},"ISSN":["1863-1703","1863-1711"],"issn-type":[{"value":"1863-1703","type":"print"},{"value":"1863-1711","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5,27]]},"assertion":[{"value":"13 November 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 April 2025","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 April 2025","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 May 2025","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"606"}}