{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T14:00:02Z","timestamp":1783519202094,"version":"3.55.0"},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3570983","type":"journal-article","created":{"date-parts":[[2025,5,16]],"date-time":"2025-05-16T17:46:01Z","timestamp":1747417561000},"page":"86874-86891","source":"Crossref","is-referenced-by-count":3,"title":["A Novel Hybrid Architecture With Fast Lightweight Encoder and Transformer Under Attention Fusion for the Enhancement of Sand Dust and Haze Image Restoration"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-0234-9402","authenticated-orcid":false,"given":"Muhammad Khawaja Kashif","family":"Masood","sequence":"first","affiliation":[{"name":"Institute of Oceanic Engineering Research, University of M&#x00E1;laga, Malaga, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7817-6442","authenticated-orcid":false,"given":"Enrique","family":"Nava Baro","sequence":"additional","affiliation":[{"name":"Institute of Oceanic Engineering Research, University of M&#x00E1;laga, Malaga, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3042-4392","authenticated-orcid":false,"given":"Pablo","family":"Otero","sequence":"additional","affiliation":[{"name":"Institute of Oceanic Engineering Research, University of M&#x00E1;laga, Malaga, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2019.2950923"},{"key":"ref2","article-title":"Learning degraded image classification with restoration data fidelity","author":"Lin","year":"2021","journal-title":"arXiv:2101.09606"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW63382.2024.00605"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/e23060746"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2023.3289626"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1186\/s13640-016-0138-1"},{"issue":"8","key":"ref7","article-title":"Enhancement of low-light image using homomorphic filtering, unsharp masking, and gamma correction","volume":"13","author":"Waghmare","year":"2022","journal-title":"Int. J. Adv. Comput. Sci. Appl."},{"key":"ref8","first-page":"3204","article-title":"A generalized enhancement framework for hazy images with complex illumination","volume":"30","author":"Liu","year":"2021","journal-title":"IEEE Trans. Image Process."},{"issue":"6","key":"ref9","first-page":"4315","article-title":"Low-light and hazy image enhancement using retinex theory","volume":"83","author":"Zhang","year":"2024","journal-title":"Multimedia Tools Appl."},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s11760-024-03578-3"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/app14177978"},{"key":"ref12","first-page":"2294","article-title":"Multiscale depth fusion with contextual hybrid enhancement network for image dehazing","volume":"25","author":"Chen","year":"2023","journal-title":"IEEE Trans. Multimedia"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3207571"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i5.32553"},{"issue":"5","key":"ref15","first-page":"897","article-title":"An improved method for image dehazing based on deep learning and dark channel prior","volume":"33","author":"Liao","year":"2023","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/access.2023.3322153"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-021-10025-z"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/access.2019.2959560"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0299110"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/s23187763"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2992749"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00235"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00173"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3130191"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9413433"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3051462"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-15815-x"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12143038"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/math11143102"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2022.116719"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3140609"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/tmm.2022.3155937"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3389\/fnbot.2021.700483"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1117\/1.JEI.31.2.023022"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-021-06700-5"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1117\/12.2611394"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3372116"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33715-4_54"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00253"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2867951"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.186"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.11834\/jig.210102"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2022.103638"},{"key":"ref44","article-title":"An image is worth 16 \u00d7 16 words: Transformers for image recognition at scale","author":"Dosovitskiy","year":"2020","journal-title":"arXiv:2010.11929"},{"key":"ref45","first-page":"10347","article-title":"Training data-efficient image transformers & distillation through attention","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Touvron"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10095242"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s11760-024-03237-7"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/icip.2019.8803046"},{"key":"ref49","first-page":"116","article-title":"A comprehensive review on image quality assessment methods","volume":"106","author":"Zhang","year":"2022","journal-title":"Signal Process. Image Commun."},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.5566\/ias.v27.p87-95"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1049\/iet-ipr.2018.5520"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/JOE.2015.2469915"},{"issue":"5","key":"ref53","first-page":"1","article-title":"DSSIM: A novel measure for perceptual image quality evaluation","volume":"30","author":"Chen","year":"2021","journal-title":"J. Electron. Imag."},{"key":"ref54","first-page":"103563","article-title":"Enhancing SSIM for image quality assessment in deep learning-based compression","volume":"83","author":"Ding","year":"2023","journal-title":"J. Vis. Commun. Image Represent."},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1137\/040616024"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/tip.2003.819861"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-024-02056-0"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2025.3559891"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2023.109956"},{"issue":"2","key":"ref61","first-page":"502","article-title":"A robust CIE94 color difference measure for image quality evaluation in digital media","volume":"47","author":"Zhang","year":"2022","journal-title":"Color Res. Appl."}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11006059.pdf?arnumber=11006059","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,24]],"date-time":"2025-05-24T04:43:32Z","timestamp":1748061812000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11006059\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":61,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3570983","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}