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For: Berman D, Levy D, Avidan S, Treibitz T. Underwater Single Image Color Restoration Using Haze-Lines and a New Quantitative Dataset. IEEE Trans Pattern Anal Mach Intell 2021;43:2822-2837. [PMID: 32142424 DOI: 10.1109/tpami.2020.2977624] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Number Cited by Other Article(s)
1
Liu T, Zhang S, Yu Z. Redefining Accuracy: Underwater Depth Estimation for Irregular Illumination Scenes. SENSORS (BASEL, SWITZERLAND) 2024;24:4353. [PMID: 39001132 PMCID: PMC11244248 DOI: 10.3390/s24134353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/08/2024] [Revised: 06/30/2024] [Accepted: 07/02/2024] [Indexed: 07/16/2024]
2
Hu X, Liu J, Li H, Liu H, Xue X. An effective transformer based on dual attention fusion for underwater image enhancement. PeerJ Comput Sci 2024;10:e1783. [PMID: 38855239 PMCID: PMC11157557 DOI: 10.7717/peerj-cs.1783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 12/06/2023] [Indexed: 06/11/2024]
3
Mei X, Ye X, Wang J, Wang X, Huang H, Liu Y, Jia Y, Zhao S. UIEOGP: an underwater image enhancement method based on optical geometric properties. OPTICS EXPRESS 2023;31:36638-36655. [PMID: 38017810 DOI: 10.1364/oe.499684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Accepted: 10/04/2023] [Indexed: 11/30/2023]
4
Yang X, Li J, Liang W, Wang D, Zhao J, Xia X. Underwater image quality assessment. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS, IMAGE SCIENCE, AND VISION 2023;40:1276-1288. [PMID: 37706727 DOI: 10.1364/josaa.485307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 05/03/2023] [Indexed: 09/15/2023]
5
Monterroso Muñoz A, Moron-Fernández MJ, Cascado-Caballero D, Diaz-del-Rio F, Real P. Autonomous Underwater Vehicles: Identifying Critical Issues and Future Perspectives in Image Acquisition. SENSORS (BASEL, SWITZERLAND) 2023;23:4986. [PMCID: PMC10222422 DOI: 10.3390/s23104986] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 05/11/2023] [Accepted: 05/17/2023] [Indexed: 07/09/2023]
6
Papa L, Proietti Mattia G, Russo P, Amerini I, Beraldi R. Lightweight and Energy-Aware Monocular Depth Estimation Models for IoT Embedded Devices: Challenges and Performances in Terrestrial and Underwater Scenarios. SENSORS (BASEL, SWITZERLAND) 2023;23:2223. [PMID: 36850825 PMCID: PMC9966799 DOI: 10.3390/s23042223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 02/13/2023] [Accepted: 02/13/2023] [Indexed: 06/18/2023]
7
Er MJ, Chen J, Zhang Y, Gao W. Research Challenges, Recent Advances, and Popular Datasets in Deep Learning-Based Underwater Marine Object Detection: A Review. SENSORS (BASEL, SWITZERLAND) 2023;23:1990. [PMID: 36850584 PMCID: PMC9966468 DOI: 10.3390/s23041990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 01/18/2023] [Accepted: 01/20/2023] [Indexed: 06/18/2023]
8
Qi Q, Li K, Zheng H, Gao X, Hou G, Sun K. SGUIE-Net: Semantic Attention Guided Underwater Image Enhancement with Multi-Scale Perception. IEEE TRANSACTIONS ON IMAGE PROCESSING : A PUBLICATION OF THE IEEE SIGNAL PROCESSING SOCIETY 2022;PP:6816-6830. [PMID: 36288230 DOI: 10.1109/tip.2022.3216208] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
9
Senshina D, Polevoy D, Ershov E, Kunina I. Experimental Study of Radial Distortion Compensation for Camera Submerged Underwater Using Open SaltWaterDistortion Data Set. J Imaging 2022;8:jimaging8100289. [PMID: 36286383 PMCID: PMC9604812 DOI: 10.3390/jimaging8100289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Revised: 09/14/2022] [Accepted: 10/12/2022] [Indexed: 11/26/2022]  Open
10
Li Y, Zhu C, Peng J, Bian L. Fusion-based underwater image enhancement with category-specific color correction and dehazing. OPTICS EXPRESS 2022;30:33826-33841. [PMID: 36242409 DOI: 10.1364/oe.463682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 08/08/2022] [Indexed: 06/16/2023]
11
Liu R, Jiang Z, Yang S, Fan X. Twin Adversarial Contrastive Learning for Underwater Image Enhancement and Beyond. IEEE TRANSACTIONS ON IMAGE PROCESSING : A PUBLICATION OF THE IEEE SIGNAL PROCESSING SOCIETY 2022;31:4922-4936. [PMID: 35849672 DOI: 10.1109/tip.2022.3190209] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
12
Ge W, Lin Y, Wang Z, Yang T. Multi-prior underwater image restoration method via adaptive transmission. OPTICS EXPRESS 2022;30:24295-24309. [PMID: 36236987 DOI: 10.1364/oe.463865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Accepted: 06/06/2022] [Indexed: 06/16/2023]
13
Multi-Level Wavelet-Based Network Embedded with Edge Enhancement Information for Underwater Image Enhancement. JOURNAL OF MARINE SCIENCE AND ENGINEERING 2022. [DOI: 10.3390/jmse10070884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
14
A boundary migration model for imaging within volumetric scattering media. Nat Commun 2022;13:3234. [PMID: 35680924 PMCID: PMC9184484 DOI: 10.1038/s41467-022-30948-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Accepted: 05/12/2022] [Indexed: 11/25/2022]  Open
15
Zhou J, Yang T, Zhang W. Underwater vision enhancement technologies: a comprehensive review, challenges, and recent trends. APPL INTELL 2022. [DOI: 10.1007/s10489-022-03767-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
16
Medium Transmission Map Matters for Learning to Restore Real-World Underwater Images. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12115420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
17
Li S, Liu F, Wei J. Dehazing and deblurring of underwater images with heavy-tailed priors. APPLIED OPTICS 2022;61:3855-3870. [PMID: 36256430 DOI: 10.1364/ao.452345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Accepted: 03/31/2022] [Indexed: 06/16/2023]
18
Liu S, Fan H, Lin S, Wang Q, Ding N, Tang Y. Adaptive Learning Attention Network for Underwater Image Enhancement. IEEE Robot Autom Lett 2022. [DOI: 10.1109/lra.2022.3156176] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
19
Liu J, Liu Z, Wei Y, Ouyang W. Recovery for underwater image degradation with multi-stage progressive enhancement. OPTICS EXPRESS 2022;30:11704-11725. [PMID: 35473109 DOI: 10.1364/oe.453387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 03/09/2022] [Indexed: 06/14/2023]
20
Li T, Rong S, Zhao W, Chen L, Liu Y, Zhou H, He B. Underwater image enhancement using adaptive color restoration and dehazing. OPTICS EXPRESS 2022;30:6216-6235. [PMID: 35209562 DOI: 10.1364/oe.449930] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 01/31/2022] [Indexed: 06/14/2023]
21
An Overview of Underwater Vision Enhancement: From Traditional Methods to Recent Deep Learning. JOURNAL OF MARINE SCIENCE AND ENGINEERING 2022. [DOI: 10.3390/jmse10020241] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
22
Underwater Image Enhancement Using Improved CNN Based Defogging. ELECTRONICS 2022. [DOI: 10.3390/electronics11010150] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
23
Block-Greedy and CNN Based Underwater Image Dehazing for Novel Depth Estimation and Optimal Ambient Light. WATER 2021. [DOI: 10.3390/w13233470] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
24
Pelletier D, Rouxel J, Fauvarque O, Hanon D, Gestalin JP, Lebot M, Dreano P, Furet E, Tardivel M, Le Bras Y, Royaux C, Leguen G. KOSMOS: An Open Source Underwater Video Lander for Monitoring Coastal Fishes and Habitats. SENSORS (BASEL, SWITZERLAND) 2021;21:7724. [PMID: 34833799 PMCID: PMC8619907 DOI: 10.3390/s21227724] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 11/09/2021] [Accepted: 11/16/2021] [Indexed: 11/16/2022]
25
Tao Y, Dong L, Xu L, Xu W. Effective solution for underwater image enhancement. OPTICS EXPRESS 2021;29:32412-32438. [PMID: 34615313 DOI: 10.1364/oe.432756] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 09/07/2021] [Indexed: 06/13/2023]
26
An Extensive Literature Review on Underwater Image Colour Correction. SENSORS 2021;21:s21175690. [PMID: 34502585 PMCID: PMC8433714 DOI: 10.3390/s21175690] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 08/13/2021] [Accepted: 08/16/2021] [Indexed: 11/16/2022]
27
Wang K, Shen L, Lin Y, Li M, Zhao Q. Joint Iterative Color Correction and Dehazing for Underwater Image Enhancement. IEEE Robot Autom Lett 2021. [DOI: 10.1109/lra.2021.3070253] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
28
Raveendran S, Patil MD, Birajdar GK. Underwater image enhancement: a comprehensive review, recent trends, challenges and applications. Artif Intell Rev 2021. [DOI: 10.1007/s10462-021-10025-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
29
Li C, Anwar S, Hou J, Cong R, Guo C, Ren W. Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding. IEEE TRANSACTIONS ON IMAGE PROCESSING : A PUBLICATION OF THE IEEE SIGNAL PROCESSING SOCIETY 2021;30:4985-5000. [PMID: 33961554 DOI: 10.1109/tip.2021.3076367] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
30
Ngo D, Lee S, Ngo TM, Lee GD, Kang B. Visibility Restoration: A Systematic Review and Meta-Analysis. SENSORS 2021;21:s21082625. [PMID: 33918021 PMCID: PMC8069147 DOI: 10.3390/s21082625] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 03/29/2021] [Accepted: 04/06/2021] [Indexed: 11/16/2022]
31
Robust Chromatic Adaptation Based Color Correction Technology for Underwater Images. APPLIED SCIENCES-BASEL 2020. [DOI: 10.3390/app10186392] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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