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Fast Single Image Dehazing via Multilevel Wavelet Transform based Optimization [article]

Jiaxi He and Frank Z. Xing and Ran Yang and Cishen Zhang
<span title="2019-04-18">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we present a novel image dehazing approach based on the optical model for haze images and regularized optimization.  ...  This dimension reduction significantly improves the processing speed of our method and exhibits the potential for real-time applications.  ...  On the other hand, some MRF-based fast or real-time dehazing methods have the common problem of distorted colors and obvious halos due to their model deficiency.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1904.08573v1">arXiv:1904.08573v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5q6v25tm5beopl4njhyb4i5haa">fatcat:5q6v25tm5beopl4njhyb4i5haa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200930213959/https://arxiv.org/pdf/1904.08573v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6c/d5/6cd511d134c6c19fc0597fdf275135246543fd97.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1904.08573v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Efficient dark channel based image dehazing using quadtrees

Meng Ding, RuoFeng Tong
<span title="2012-05-16">2012</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ikvx2lmj7rew7jpw4lygqgjpby" style="color: black;">Science China Information Sciences</a> </i> &nbsp;
Our approach significantly reduces both space and time cost while still maintains visual fidelity, and largely extends the practicability of dark channel based image dehazing to handle large images.  ...  In this paper, we present a hierarchical approach to accelerate dark channel based image dehazing.  ...  Based on the fact that light scattered by aerosols is partially polarized, in [4, 5] , polarization filtered images taken at different orientations are used to remove haze effect.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11432-012-4566-y">doi:10.1007/s11432-012-4566-y</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pd7cf27bzvfvjoppl37vtjbgze">fatcat:pd7cf27bzvfvjoppl37vtjbgze</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210804121221/https://www.sciengine.com/doi/pdf/e99fa5ba3982454f85bb2224d4f5a4c7" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a1/b8/a1b84c884aac979926eff0a549602b3bd7d7a2ff.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11432-012-4566-y"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

A Brief Study on Image Restoration with its Types and Enhancement Model

Sakshi Jadhav, Jamvant Singh Kumare
<span title="2016-04-30">2016</span> <i title="Science and Engineering Research Support Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ym6wyoim55h6lliru6w4ssplki" style="color: black;">International Journal of Signal Processing, Image Processing and Pattern Recognition</a> </i> &nbsp;
This paper exhibits an audit on the diverse strategies to eliminate haze from images caught in a hazy environment to recuperate a superior and improved quality of haze free images.  ...  Fog removal also called as visibility restoration alludes to different strategies that aim to reduce or remove the debasement which have occurred even as digital image was being acquired.  ...  In frequency domain used frequency domain filters which are based on Fourier Transform of an image for enhancement process. Contrast enhancement methods are separated into two classes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14257/ijsip.2016.9.4.10">doi:10.14257/ijsip.2016.9.4.10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tqebpluvdvgtfpwtyiuvdbecw4">fatcat:tqebpluvdvgtfpwtyiuvdbecw4</a> </span>
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An Overview of Underwater Vision Enhancement: From Traditional Methods to Recent Deep Learning

Kai Hu, Chenghang Weng, Yanwen Zhang, Junlan Jin, Qingfeng Xia
<span title="2022-02-10">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zxbcd6icyvawjnotp3d7oyl6sm" style="color: black;">Journal of Marine Science and Engineering</a> </i> &nbsp;
Firstly, this paper analyzes the imaging principle of underwater images and the reasons for their decline in quality and briefly classifies various existing methods.  ...  Degenerated images have adverse effects on the visual tasks of underwater vehicles, such as recognition and detection. Therefore, it is vital to obtain high-quality underwater video images.  ...  Time-sequence information is added in time-domain bilateral filtering.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/jmse10020241">doi:10.3390/jmse10020241</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mxifcm2lkjgkfdj3y4u4wtrgxm">fatcat:mxifcm2lkjgkfdj3y4u4wtrgxm</a> </span>
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2021 Index IEEE Transactions on Image Processing Vol. 30

<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dhlhr4jqkbcmdbua2ca45o7kru" style="color: black;">IEEE Transactions on Image Processing</a> </i> &nbsp;
., +, TIP 2021 641-656 Real-Time Deep Image Retouching Based on Learnt Semantics Dependent Global Transforms.  ...  Sun, K., +, TIP 2021 868-877 Real-Time Deep Image Retouching Based on Learnt Semantics Dependent Global Transforms.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tip.2022.3142569">doi:10.1109/tip.2022.3142569</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z26yhwuecbgrnb2czhwjlf73qu">fatcat:z26yhwuecbgrnb2czhwjlf73qu</a> </span>
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A Hybrid Framework for Underwater Image Enhancement by Dehazing

Xinjie Li, Guojia Hou, Lu Tan, Wanquan Liu
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
Despite of some domain-transform methods [38] [39] [40] could effectively suppress noises for underwater images, they failed to solve the problems of contrast loss and color deviation.  ...  When the energy drops extremely small, the computation stops and the dehazing image at this time is recorded as the final output.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3034275">doi:10.1109/access.2020.3034275</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/m4obeyohy5achlaqexzykxuin4">fatcat:m4obeyohy5achlaqexzykxuin4</a> </span>
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2020 Index IEEE Transactions on Image Processing Vol. 29

<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dhlhr4jqkbcmdbua2ca45o7kru" style="color: black;">IEEE Transactions on Image Processing</a> </i> &nbsp;
NLH: A Blind Pixel-Level Non-Local Method for Real-World Image Denoising.  ...  ., +, TIP 2020 4070-4084 IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 29, 2020 + Check author entry for coauthors Small Object Augmentation of Urban Scenes for Real-Time Semantic Segmentation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tip.2020.3046056">doi:10.1109/tip.2020.3046056</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/24m6k2elprf2nfmucbjzhvzk3m">fatcat:24m6k2elprf2nfmucbjzhvzk3m</a> </span>
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2020 Index IEEE Transactions on Circuits and Systems for Video Technology Vol. 30

<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jqw2pm7kwvhchpdxpcm5ryoic4" style="color: black;">IEEE transactions on circuits and systems for video technology (Print)</a> </i> &nbsp;
Liu, C., +, TCSVT Sept. 2020 3153-3166 When Correlation Filters Meet Siamese Networks for Real-Time Comple-3D Parallel Fully Convolutional Networks for Real-Time Video Wildfire Smoke Detection.  ...  ., +, TCSVT July 2020 1901-1916 Depth Sequence Coding With Hierarchical Partitioning and Spatial-Domain 3D Mapping and 6D Pose Computation for Real Time Augmented Reality on Cylindrical Objects.  ...  ., +, TCSVT Sept. 2020 3238-3252 Algorithm and VLSI Architecture Co-Design on Efficient Semi-Global Stereo Matching. Zhang, X., +,  ... 
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Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion [article]

Huanfeng Shen, Menghui Jiang, Jie Li, Chenxia Zhou, Qiangqiang Yuan, Liangpei Zhang
<span title="2021-08-13">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
are over-dependent on training data.  ...  In the fields of image restoration and image fusion, model-driven methods and data-driven methods are the two representative frameworks.  ...  The traditional remote sensing image processing methods are mostly based on filtering, regression, fitting, Fourier transform, and wavelet transform.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2108.06073v1">arXiv:2108.06073v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vdnabzwvvnbvnllrlvzvvqgolm">fatcat:vdnabzwvvnbvnllrlvzvvqgolm</a> </span>
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Underwater image enhancement based on global and local equalization of histogram and dual-image multi-scale fusion

Linfeng Bai, Weidong Zhang, Xipeng Pan, Chenping Zhao
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
[52] proposed a real-time color correction method based on unsupervised generative network for monocular underwater images. Guo et al.  ...  The transformation operation of the Log domain improves the contrast of the image while smoothing the image (see the third row in Figure 3 ).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3009161">doi:10.1109/access.2020.3009161</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lcadtbrbxfbcfblzupv3l7dkfm">fatcat:lcadtbrbxfbcfblzupv3l7dkfm</a> </span>
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2021 Index IEEE Transactions on Instrumentation and Measurement Vol. 70

<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ezthgawmfbeczntonmx4gfjvtm" style="color: black;">IEEE Transactions on Instrumentation and Measurement</a> </i> &nbsp;
Article numbers are based on specified topic areas and corresponding codes associated with the publication.  ...  ., +, TIM 2021 4504210 Real-Time Gait Phase Recognition Based on Time Domain Features of Multi-MEMS Inertial Sensors.  ...  Kulkarni, M.B., +, TIM 2021 4006008 Real-Time Gait Phase Recognition Based on Time Domain Features of Multi-MEMS Inertial Sensors.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tim.2022.3156705">doi:10.1109/tim.2022.3156705</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dmqderzenrcopoyipv3v4vh4ry">fatcat:dmqderzenrcopoyipv3v4vh4ry</a> </span>
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ICIDM 2020 Program

<span title="2020-12-14">2020</span> <i title="IEEE"> 2020 6th International Conference on Interactive Digital Media (ICIDM) </i> &nbsp;
This error can be overcome by filtering process. One of the famous filter is Kalman Filter (KF). KF is a recursive algorithm for estimating data that has a lot of noise.  ...  Short-Term Prediction method relies on real-time information; however, this method can be redundant for a daily recurring traffic condition.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icidm51048.2020.9339663">doi:10.1109/icidm51048.2020.9339663</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/65cawlkia5ezpkclfw3zjdoktu">fatcat:65cawlkia5ezpkclfw3zjdoktu</a> </span>
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Panoramic Camera [chapter]

<span title="">2014</span> <i title="Springer US"> Computer Vision </i> &nbsp;
Taking images at more than one polarizer orientation allows to solve for the unknowns in (Eq. 7)-(Eq. 11) and dehaze an image more effectively [16] .  ...  See also the sections on image-based rendering and light field.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-0-387-31439-6_100157">doi:10.1007/978-0-387-31439-6_100157</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ar7ieiblvzeovnmn45w2olt43y">fatcat:ar7ieiblvzeovnmn45w2olt43y</a> </span>
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<span title="2021-06-06">2021</span> <i title="IEEE"> ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) </i> &nbsp;
State University of New York, United States; Masahiro Yukawa, Keio University, Japan SPTM-14.2: ADAPTIVE REAL-TIME FILTER FOR PARTIALLY-OBSERVED BOOLEAN ................................. 5579 DYNAMICAL  ...  Chang, Tianjin University, China IVMSP-5.3: REAL IMAGE SUPER-RESOLUTION USING TOKEN BASED ..................................................... 2055 CONTEXTUAL ATTENTION Zhihong Pan, Baopu Li, Baidu USA  ... 
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2019 Index IEEE Transactions on Intelligent Transportation Systems Vol. 20

<span title="">2019</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/in6o6x6to5e2dls4y2ff52dy6u" style="color: black;">IEEE transactions on intelligent transportation systems (Print)</a> </i> &nbsp;
., +, TITS May 2019 1964-1977 Image restoration Objective Quality Evaluation of Dehazed Images.  ...  Pozueco, L., +, TITS March 2019 1099-1111 H Haar transforms Real-Time Traffic Flow Parameter Estimation From UAV Video Based on Ensemble Classifier and Optical Flow.  ... 
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