{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T05:57:04Z","timestamp":1777874224513,"version":"3.51.4"},"reference-count":50,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Neurocomputing"],"published-print":{"date-parts":[[2026,7]]},"DOI":"10.1016\/j.neucom.2026.133644","type":"journal-article","created":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T17:18:34Z","timestamp":1775841514000},"page":"133644","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["UHD image dehazing via anDehazeFormer with atmospheric-aware KV cache"],"prefix":"10.1016","volume":"685","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-6980-0943","authenticated-orcid":false,"given":"Pu","family":"Wang","sequence":"first","affiliation":[]},{"given":"Zhixuan","family":"Mao","sequence":"additional","affiliation":[]},{"given":"Wenhao","family":"Li","sequence":"additional","affiliation":[]},{"given":"Liubing","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Dianjie","family":"Lu","sequence":"additional","affiliation":[]},{"given":"Guijuan","family":"Zhang","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0074-0979","authenticated-orcid":false,"given":"Youshan","family":"Zhang","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3617-6513","authenticated-orcid":false,"given":"Zhuoran","family":"Zheng","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.neucom.2026.133644_bib0005","doi-asserted-by":"crossref","first-page":"762","DOI":"10.1109\/TETCI.2022.3173443","article-title":"Trends and prospects of techniques for haze removal from degraded images: a survey","volume":"6","author":"Sahu","year":"2022","journal-title":"IEEE Trans. Emerg. Top. Comput. Intell."},{"key":"10.1016\/j.neucom.2026.133644_bib0010","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s40064-016-3135-z","article-title":"Ultra-high definition (8K uhd) endoscope: our first clinical success","volume":"5","author":"Yamashita","year":"2016","journal-title":"SpringerPlus"},{"key":"10.1016\/j.neucom.2026.133644_bib0015","series-title":"2016 International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT)","first-page":"4074","article-title":"Single image dehazing based on one dimensional linear filtering and adoptive histogram equalization method","author":"Shrivastava","year":"2016"},{"key":"10.1016\/j.neucom.2026.133644_bib0020","series-title":"2013 Fourth International Conference on Computing, Communications and Networking Technologies (ICCCNT)","first-page":"1","article-title":"A novel approach for image enhancement by using contrast limited adaptive histogram equalization method","author":"Muniyappan","year":"2013"},{"key":"10.1016\/j.neucom.2026.133644_bib0025","doi-asserted-by":"crossref","first-page":"1448","DOI":"10.1109\/TIP.2026.3657636","article-title":"IHDCP: single image dehazing using inverted haze density correction prior","volume":"35","author":"Liu","year":"2026","journal-title":"IEEE Trans. Image Process."},{"key":"10.1016\/j.neucom.2026.133644_bib0030","doi-asserted-by":"crossref","first-page":"10189","DOI":"10.1109\/TITS.2025.3550267","article-title":"VNDHR: variational single nighttime image dehazing for enhancing visibility in intelligent transportation systems via hybrid regularization","volume":"26","author":"Liu","year":"2025","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"10.1016\/j.neucom.2026.133644_bib0035","doi-asserted-by":"crossref","first-page":"1643","DOI":"10.1109\/TCSVT.2022.3214430","article-title":"Multi-purpose oriented single nighttime image haze removal based on unified variational retinex model","volume":"33","author":"Liu","year":"2022","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"10.1016\/j.neucom.2026.133644_bib0040","doi-asserted-by":"crossref","first-page":"1110","DOI":"10.1016\/j.procs.2020.03.413","article-title":"Image dehazing using deep learning techniques","volume":"167","author":"Choudhary","year":"2020","journal-title":"Procedia Comput. Sci."},{"key":"10.1016\/j.neucom.2026.133644_bib0045","series-title":"Proceedings of the AAAI Conference on Artificial Intelligence","first-page":"5336","article-title":"Correlation matching transformation transformers for uhd image restoration","volume":"vol. 38","author":"Wang","year":"2024"},{"key":"10.1016\/j.neucom.2026.133644_bib0050","doi-asserted-by":"crossref","first-page":"2521","DOI":"10.1109\/TCSVT.2018.2864321","article-title":"A real-time convolutional neural network for super-resolution on FPGA with applications to 4K UHD 60 fps video services","volume":"29","author":"Kim","year":"2018","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"10.1016\/j.neucom.2026.133644_bib0055","author":"Li"},{"key":"10.1016\/j.neucom.2026.133644_bib0060","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/2185520.2185578","article-title":"Image melding: combining inconsistent images using patch-based synthesis","volume":"31","author":"Darabi","year":"2012","journal-title":"ACM Transactions on graphics (TOG)"},{"key":"10.1016\/j.neucom.2026.133644_bib0065","series-title":"Computer Vision\u2013ECCV 2012: 12th European Conference on Computer Vision, Florence, Italy, October 7\u201313, 2012, Proceedings, Part III 12","first-page":"71","article-title":"Patch based synthesis for single depth image super-resolution","author":"Mac Aodha","year":"2012"},{"key":"10.1016\/j.neucom.2026.133644_bib0070","doi-asserted-by":"crossref","first-page":"17449","DOI":"10.1007\/s10489-022-03157-4","article-title":"Gated residual feature attention network for real-time dehazing","volume":"52","author":"Yi","year":"2022","journal-title":"Appl. Intell."},{"key":"10.1016\/j.neucom.2026.133644_bib0075","doi-asserted-by":"crossref","DOI":"10.1016\/j.neunet.2024.106165","article-title":"Priors-assisted dehazing network with attention supervision and detail preservation","volume":"173","author":"Yi","year":"2024","journal-title":"Neural Netw."},{"key":"10.1016\/j.neucom.2026.133644_bib0080","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2025.114279","article-title":"You only need haze: bidirectional disentangled translation network for unsupervised image dehazing","author":"Yi","year":"2025","journal-title":"Knowl.-based Syst."},{"key":"10.1016\/j.neucom.2026.133644_bib0085","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2025.126549","article-title":"Multi-stage dehazing network: where haze perception unit meets global and local progressive contrastive regularization","volume":"270","author":"Yi","year":"2025","journal-title":"Expert Syst. Appl."},{"key":"10.1016\/j.neucom.2026.133644_bib0090","doi-asserted-by":"crossref","DOI":"10.1016\/j.inffus.2025.103104","article-title":"Towards haze removal with derived pseudo-label supervision from real-world non-aligned training data","volume":"120","author":"Yi","year":"2025","journal-title":"Inf. Fusion"},{"key":"10.1016\/j.neucom.2026.133644_bib0095","series-title":"Proceedings of the 31st ACM International Conference on Multimedia","first-page":"4119","article-title":"NightHazeFormer: single nighttime haze removal using prior query transformer","author":"Liu","year":"2023"},{"key":"10.1016\/j.neucom.2026.133644_bib0100","doi-asserted-by":"crossref","first-page":"71619","DOI":"10.1007\/s11042-024-18502-7","article-title":"SID-Net: single image dehazing network using adversarial and contrastive learning","volume":"83","author":"Yi","year":"2024","journal-title":"Multimed. Tools Appl."},{"key":"10.1016\/j.neucom.2026.133644_bib0105","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2023.121130","article-title":"Towards compact single image dehazing via task-related contrastive network","volume":"235","author":"Yi","year":"2024","journal-title":"Expert Syst. Appl."},{"key":"10.1016\/j.neucom.2026.133644_bib0110","series-title":"Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition","first-page":"5785","article-title":"Curricular contrastive regularization for physics-aware single image dehazing","author":"Zheng","year":"2023"},{"key":"10.1016\/j.neucom.2026.133644_bib0115","doi-asserted-by":"crossref","DOI":"10.1016\/j.neucom.2023.126494","article-title":"Semi-supervised progressive dehazing network using unlabeled contrastive guidance","volume":"551","author":"Yi","year":"2023","journal-title":"Neurocomputing"},{"key":"10.1016\/j.neucom.2026.133644_bib0120","doi-asserted-by":"crossref","first-page":"1613","DOI":"10.1007\/s00371-016-1305-1","article-title":"Single image dehazing via an improved atmospheric scattering model","volume":"33","author":"Ju","year":"2017","journal-title":"Vis. Comput."},{"key":"10.1016\/j.neucom.2026.133644_bib0125","series-title":"Real-Time Cloud Simulation and Rendering","author":"Harris","year":"2003"},{"key":"10.1016\/j.neucom.2026.133644_bib0130","doi-asserted-by":"crossref","DOI":"10.1016\/j.engappai.2024.109486","article-title":"Multi-stream feature aggregation network with multi-scale supervision for single image dehazing","volume":"139","author":"Wu","year":"2025","journal-title":"Eng. Appl. Artif. Intell."},{"key":"10.1016\/j.neucom.2026.133644_bib0135","first-page":"1","article-title":"Cross-level interaction and intra-level fusion network for remote sensing image dehazing","volume":"63","author":"Wen","year":"2025","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"10.1016\/j.neucom.2026.133644_bib0140","doi-asserted-by":"crossref","DOI":"10.1016\/j.patcog.2024.110655","article-title":"Toward comprehensive and effective palmprint reconstruction attack","volume":"155","author":"Yan","year":"2024","journal-title":"Pattern Recognit."},{"key":"10.1016\/j.neucom.2026.133644_bib0145","first-page":"1","article-title":"Structure-preserving frequency-regularized text-guided optimal transport for unpaired rain streaks and raindrops removal","author":"Wen","year":"2026","journal-title":"IEEE Trans. Multimed."},{"key":"10.1016\/j.neucom.2026.133644_bib0150","series-title":"Proceedings of the AAAI Conference on Artificial Intelligence","first-page":"10002","article-title":"CAST-LUT: tokenizer-guided HSV look-up tables for purple flare removal","volume":"vol. 40","author":"Wang","year":"2026"},{"key":"10.1016\/j.neucom.2026.133644_bib0155","doi-asserted-by":"crossref","first-page":"9423","DOI":"10.1109\/TPAMI.2024.3419007","article-title":"Revitalizing convolutional network for image restoration","volume":"46","author":"Cui","year":"2024","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"10.1016\/j.neucom.2026.133644_bib0160","doi-asserted-by":"crossref","first-page":"4214","DOI":"10.1109\/LSP.2025.3624077","article-title":"Instance-wise privacy preservation for all-in-one image restoration","volume":"32","author":"Wang","year":"2025","journal-title":"IEEE Signal Process. Lett."},{"key":"10.1016\/j.neucom.2026.133644_bib0165","author":"Li"},{"key":"10.1016\/j.neucom.2026.133644_bib0170","series-title":"Proceedings of the AAAI Conference on Artificial Intelligence","first-page":"2654","article-title":"Ultra-high-definition low-light image enhancement: a benchmark and transformer-based method","volume":"vol. 37","author":"Wang","year":"2023"},{"key":"10.1016\/j.neucom.2026.133644_bib0175","author":"Li"},{"key":"10.1016\/j.neucom.2026.133644_bib0180","series-title":"2021 IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","first-page":"16180","article-title":"Ultra-high-definition image dehazing via multi-guided bilateral learning","author":"Zheng","year":"2021"},{"key":"10.1016\/j.neucom.2026.133644_bib0185","first-page":"34661","article-title":"H2O: heavy-hitter Oracle for efficient generative inference of large language models","volume":"36","author":"Zhang","year":"2023","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"10.1016\/j.neucom.2026.133644_bib0190","author":"Hu"},{"key":"10.1016\/j.neucom.2026.133644_bib0195","series-title":"Proceedings of the AAAI Conference on Artificial Intelligence","first-page":"2248","article-title":"Ultra-high-definition dynamic multi-exposure image fusion via infinite pixel learning","volume":"vol. 39","author":"Chen","year":"2025"},{"key":"10.1016\/j.neucom.2026.133644_bib0200","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2023.110410","article-title":"Physical-priors-guided dehazeformer","volume":"266","author":"Zhou","year":"2023","journal-title":"Knowl.-based Syst."},{"key":"10.1016\/j.neucom.2026.133644_bib0205","first-page":"1","article-title":"A dual-stage residual diffusion model with perceptual decoding for remote sensing image dehazing","volume":"63","author":"Zhou","year":"2025","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"10.1016\/j.neucom.2026.133644_bib0210","author":"Chen"},{"key":"10.1016\/j.neucom.2026.133644_bib0215","doi-asserted-by":"crossref","first-page":"2180","DOI":"10.1109\/TIP.2021.3050643","article-title":"IDE: image dehazing and exposure using an enhanced atmospheric scattering model","volume":"30","author":"Ju","year":"2021","journal-title":"IEEE Trans. Image Process."},{"key":"10.1016\/j.neucom.2026.133644_bib0220","doi-asserted-by":"crossref","first-page":"e22","DOI":"10.23915\/distill.00022","article-title":"Visualizing the impact of feature attribution baselines","volume":"5","author":"Sturmfels","year":"2020","journal-title":"Distill"},{"key":"10.1016\/j.neucom.2026.133644_bib0225","series-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops","first-page":"754","article-title":"O-HAZE: a dehazing benchmark with real hazy and haze-free outdoor images","author":"Ancuti","year":"2018"},{"key":"10.1016\/j.neucom.2026.133644_bib0230","series-title":"Advanced Concepts for Intelligent Vision Systems: 19th International Conference, ACIVS 2018, Poitiers, France, September 24\u201327, 2018, Proceedings 19","first-page":"620","article-title":"I-HAZE: a dehazing benchmark with real hazy and haze-free indoor images","author":"Ancuti","year":"2018"},{"key":"10.1016\/j.neucom.2026.133644_bib0235","series-title":"Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","first-page":"5812","article-title":"Image dehazing transformer with transmission-aware 3d position embedding","author":"Guo","year":"2022"},{"key":"10.1016\/j.neucom.2026.133644_bib0240","doi-asserted-by":"crossref","first-page":"1927","DOI":"10.1109\/TIP.2023.3256763","article-title":"Vision transformers for single image dehazing","volume":"32","author":"Song","year":"2023","journal-title":"IEEE Trans. Image Process."},{"key":"10.1016\/j.neucom.2026.133644_bib0245","series-title":"Proceedings of the IEEE\/CVF International Conference on Computer Vision (ICCV)","first-page":"12802","article-title":"MB-TaylorFormer: multi-branch efficient transformer expanded by taylor formula for image dehazing","author":"Qiu","year":"2023"},{"key":"10.1016\/j.neucom.2026.133644_bib0250","doi-asserted-by":"crossref","first-page":"1002","DOI":"10.1109\/TIP.2024.3354108","article-title":"DEA-Net: single image dehazing based on detail-enhanced convolution and content-guided attention","volume":"33","author":"Chen","year":"2024","journal-title":"IEEE Trans. Image Process."}],"container-title":["Neurocomputing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0925231226010416?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0925231226010416?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T19:19:01Z","timestamp":1777576741000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0925231226010416"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7]]},"references-count":50,"alternative-id":["S0925231226010416"],"URL":"https:\/\/doi.org\/10.1016\/j.neucom.2026.133644","relation":{},"ISSN":["0925-2312"],"issn-type":[{"value":"0925-2312","type":"print"}],"subject":[],"published":{"date-parts":[[2026,7]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"UHD image dehazing via anDehazeFormer with atmospheric-aware KV cache","name":"articletitle","label":"Article Title"},{"value":"Neurocomputing","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.neucom.2026.133644","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Published by Elsevier B.V.","name":"copyright","label":"Copyright"}],"article-number":"133644"}}