Topic · Advanced Image Fusion Techniques
Most cited papers in Advanced Image Fusion Techniques
What are the most cited papers in Advanced Image Fusion Techniques?
The most cited paper in Advanced Image Fusion Techniques is "Image quality assessment: from error visibility to structural similarity" (Zhou Wang, Alan Conrad Bovik, Hamid R. Sheikh et al., 2004), with 58,409 citations. Next come "A theory for multiresolution signal decomposition: the wavelet representation" (21,434) and "Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering" (9,395).
Showing 50 of 99 papers. Every paper with more than 1,334 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Image quality assessment: from error visibility to structural similarity Zhou Wang, Alan Conrad Bovik, Hamid R. Sheikh et al. · IEEE Transactions on Image Processing | Apr 2004 | 58,409 |
| 2 | A theory for multiresolution signal decomposition: the wavelet representation Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence | Jul 1989 | 21,434 |
| 3 | Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering Kostadin Dabov, Alessandro Foi, Vladimir Y. Katkovnik et al. · IEEE Transactions on Image Processing | Aug 2007 | 9,395 |
| 4 | Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Kai Zhang, Wangmeng Zuo, Yunjin Chen et al. · IEEE Transactions on Image Processing | Feb 2017 | 9,223 |
| 5 | Orthonormal bases of compactly supported wavelets Ingrid C. Daubechies · Communications on Pure and Applied Mathematics | Oct 1988 | 8,242 |
| 6 | Bilateral filtering for gray and color images Carlo Tomasi, Roberto Manduchi | 27 Nov 2002 | 8,211 |
| 7 | A Non-Local Algorithm for Image Denoising Antoni Buades, B. Coll, Jean‐Michel Morel | 27 Jul 2005 | 7,245 |
| 8 | Making a “Completely Blind” Image Quality Analyzer A. Mittal, Rajiv Soundararajan, Alan Conrad Bovik · IEEE Signal Processing Letters | 14 Nov 2012 | 6,737 |
| 9 | Single Image Haze Removal Using Dark Channel Prior Kaiming He, Jian Cheng Sun, Xiaoou Tang · IEEE Transactions on Pattern Analysis and Machine Intelligence | 15 Sep 2010 | 6,281 |
| 10 | Multiscale structural similarity for image quality assessment Zhou Wang, Eero P. Simoncelli, Alan Conrad Bovik | 8 Jul 2004 | 6,069 |
| 11 | No-Reference Image Quality Assessment in the Spatial Domain A. Mittal, Anush Krishna Moorthy, Alan Conrad Bovik · IEEE Transactions on Image Processing | 17 Aug 2012 | 6,046 |
| 12 | A universal image quality index Zhou Wang, Alan Conrad Bovik · IEEE Signal Processing Letters | Mar 2002 | 5,783 |
| 13 | Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries Michael Elad, Michal Aharon · IEEE Transactions on Image Processing | 15 Nov 2006 | 5,442 |
| 14 | FSIM: A Feature Similarity Index for Image Quality Assessment Lin Zhang, Lei Zhang, Xuanqin Mou et al. · IEEE Transactions on Image Processing | 31 Jan 2011 | 5,283 |
| 15 | Control problems of grey systems Deng Julong · Systems & Control Letters | Mar 1982 | 4,513 |
| 16 | NTIRE 2017 Challenge on Single Image Super-Resolution: Dataset and Study Eirikur Agustsson, Radu Timofte | Jul 2017 | 4,203 |
| 17 | Image information and visual quality Hamid R. Sheikh, Alan Conrad Bovik · IEEE Transactions on Image Processing | 18 Jan 2006 | 4,118 |
| 18 | A Review of Image Denoising Algorithms, with a New One Antoni Buades, B. Coll, Jean‐Michel Morel · Multiscale Modeling and Simulation | 2005 | 4,110 |
| 19 | The contourlet transform: an efficient directional multiresolution image representation M.N. Do, Martin Vetterli · IEEE Transactions on Image Processing | 15 Nov 2005 | 3,973 |
| 20 | Singularity detection and processing with wavelets Stéphane Mallat, Wen-Liang Hwang · IEEE Transactions on Information Theory | Mar 1992 | 3,887 |
| 21 | Image coding using wavelet transform Marc Antonini, Michel Barlaud, Pierre-Philippe Mathieu et al. · IEEE Transactions on Image Processing | Apr 1992 | 3,530 |
| 22 | Entropy-based algorithms for best basis selection Ronald R. Coifman, Mladen Victor Wickerhauser · IEEE Transactions on Information Theory | Mar 1992 | 3,195 |
| 23 | Characteristics of maximum-value composite images from temporal AVHRR data BRENT N. HOLBEN · International Journal of Remote Sensing | Nov 1986 | 3,044 |
| 24 | A Statistical Evaluation of Recent Full Reference Image Quality Assessment Algorithms Hamid R. Sheikh, Muhammad Farooq Sabir, Alan Conrad Bovik · IEEE Transactions on Image Processing | 18 Oct 2006 | 3,027 |
| 25 | Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks Yushi Chen, Hanlu Jiang, Chunyang Li et al. · IEEE Transactions on Geoscience and Remote Sensing | 19 Jul 2016 | 3,001 |
| 26 | Adaptive wavelet thresholding for image denoising and compression Shih-Fu Chang, Bin Yu, Martin Vetterli · IEEE Transactions on Image Processing | 2000 | 2,955 |
| 27 | Loss Functions for Image Restoration With Neural Networks Hang Zhao, Orazio Gallo, Iuri Frosio et al. · IEEE Transactions on Computational Imaging | 24 Dec 2016 | 2,716 |
| 28 | Deep Convolutional Neural Network for Inverse Problems in Imaging Kyong Hwan Jin, Michael T. McCann, Emmanuel Froustey et al. · IEEE Transactions on Image Processing | 15 Jun 2017 | 2,595 |
| 29 | Characterization of signals from multiscale edges Stéphane Mallat, Saishang Zhong · IEEE Transactions on Pattern Analysis and Machine Intelligence | Jul 1992 | 2,533 |
| 30 | A Fast Single Image Haze Removal Algorithm Using Color Attenuation Prior Qingsong Zhu, Jiaming Mai, Ling Shao · IEEE Transactions on Image Processing | 18 Jun 2015 | 2,500 |
| 31 | The dual-tree complex wavelet transform Ivan Selesnick, Richard G. Baraniuk, NG Kingsbury · IEEE Signal Processing Magazine | Nov 2005 | 2,493 |
| 32 | The structure of images Jan J. Koenderink · Biological Cybernetics | Aug 1984 | 2,446 |
| 33 | Deep learning in remote sensing applications: A meta-analysis and review Lei Ma, Yü Liu, Xueliang Zhang et al. · ISPRS Journal of Photogrammetry and Remote Sensing | 28 Apr 2019 | 2,440 |
| 34 | Visibility in bad weather from a single image Robby T. Tan | Jun 2008 | 2,312 |
| 35 | Weighted Nuclear Norm Minimization with Application to Image Denoising Shuhang Gu, Lei Zhang, Wangmeng Zuo et al. | Jun 2014 | 2,298 |
| 36 | Image denoising using scale mixtures of gaussians in the wavelet domain Javier Portilla, Vasily Strela, Martin J. Wainwright et al. · IEEE Transactions on Image Processing | 31 Oct 2003 | 2,282 |
| 37 | Image analysis via the general theory of moments* Michael Reed Teague · Journal of the Optical Society of America | Aug 1980 | 2,282 |
| 38 | FusionGAN: A generative adversarial network for infrared and visible image fusion Jiayi Ma, Wei Yu, Pengwei Liang et al. · Information Fusion | 5 Sep 2018 | 2,280 |
| 39 | The curvelet transform for image denoising Jean‐Luc Starck, Emmanuel J. Candès, D.L. Donoho · IEEE Transactions on Image Processing | Jun 2002 | 2,270 |
| 40 | Wavelets on graphs via spectral graph theory David K. Hammond, Pierre Vandergheynst, Rémi Gribonval · Applied and Computational Harmonic Analysis | 29 Apr 2010 | 2,264 |
| 41 | Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art Liangpei Zhang, Lefei Zhang, Bo Du · IEEE Geoscience and Remote Sensing Magazine | Jun 2016 | 2,237 |
| 42 | Review article Multisensor image fusion in remote sensing: Concepts, methods and applications Christine Pohl, J.L. van Genderen · International Journal of Remote Sensing | 1998 | 2,216 |
| 43 | Hyperspectral Remote Sensing Data Analysis and Future Challenges José M. Bioucas‐Dias, Antonio Plaza, Gustau Camps‐Valls et al. · IEEE Geoscience and Remote Sensing Magazine | Jun 2013 | 2,199 |
| 44 | Learning Deep CNN Denoiser Prior for Image Restoration Kai Zhang, Wangmeng Zuo, Shuhang Gu et al. | Jul 2017 | 2,116 |
| 45 | Multiresolution approximations and wavelet orthonormal bases of 𝐿²(𝑅) Stéphane Mallat · Transactions of the American Mathematical Society | 1989 | 2,116 |
| 46 | U2Fusion: A Unified Unsupervised Image Fusion Network Han Xu, Jiayi Ma, Junjun Jiang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 28 Jul 2020 | 2,102 |
| 47 | Multi-Stage Progressive Image Restoration Syed Waqas Zamir, Aditya Arora, Salman Hameed Khan et al. | Jun 2021 | 2,086 |
| 48 | Implementation of machine-learning classification in remote sensing: an applied review Aaron Edward Maxwell, Timothy A. Warner, Fang Fang · International Journal of Remote Sensing | 2 Feb 2018 | 2,071 |
| 49 | The Nonsubsampled Contourlet Transform: Theory, Design, and Applications Arthur L. da Cunha, Jiehua Zhou, M.N. Do · IEEE Transactions on Image Processing | 21 Sep 2006 | 2,038 |
| 50 | A comparison of vegetation indices over a global set of TM images for EOS-MODIS ALFREDO R. HUETE · Remote Sensing of Environment | Mar 1997 | 2,032 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.