| # | Title | Journal | Year | Citations |
|---|
| 1 | Image Quality Assessment: From Error Visibility to Structural Similarity | IEEE Transactions on Image Processing | 2004 | 34,925 |
| 2 | Active contours without edges | IEEE Transactions on Image Processing | 2001 | 8,453 |
| 3 | Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering | IEEE Transactions on Image Processing | 2007 | 6,923 |
| 4 | Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising | IEEE Transactions on Image Processing | 2017 | 4,738 |
| 5 | Secure spread spectrum watermarking for multimedia | IEEE Transactions on Image Processing | 1997 | 4,389 |
| 6 | Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries | IEEE Transactions on Image Processing | 2006 | 4,197 |
| 7 | Image Super-Resolution Via Sparse Representation | IEEE Transactions on Image Processing | 2010 | 4,066 |
| 8 | FSIM: A Feature Similarity Index for Image Quality Assessment | IEEE Transactions on Image Processing | 2011 | 3,728 |
| 9 | No-Reference Image Quality Assessment in the Spatial Domain | IEEE Transactions on Image Processing | 2012 | 3,654 |
| 10 | Snakes, shapes, and gradient vector flow | IEEE Transactions on Image Processing | 1998 | 3,292 |
| 11 | The contourlet transform: an efficient directional multiresolution image representation | IEEE Transactions on Image Processing | 2005 | 3,265 |
| 12 | Image information and visual quality | IEEE Transactions on Image Processing | 2006 | 2,925 |
| 13 | Image coding using wavelet transform | IEEE Transactions on Image Processing | 1992 | 2,824 |
| 14 | A pyramid approach to subpixel registration based on intensity | IEEE Transactions on Image Processing | 1998 | 2,627 |
| 15 | Region Filling and Object Removal by Exemplar-Based Image Inpainting | IEEE Transactions on Image Processing | 2004 | 2,426 |
| 16 | Adaptive wavelet thresholding for image denoising and compression | IEEE Transactions on Image Processing | 2000 | 2,229 |
| 17 | A Statistical Evaluation of Recent Full Reference Image Quality Assessment Algorithms | IEEE Transactions on Image Processing | 2006 | 2,189 |
| 18 | A multiscale retinex for bridging the gap between color images and the human observation of scenes | IEEE Transactions on Image Processing | 1997 | 2,186 |
| 19 | Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions | IEEE Transactions on Image Processing | 2010 | 2,175 |
| 20 | DehazeNet: An End-to-End System for Single Image Haze Removal | IEEE Transactions on Image Processing | 2016 | 1,970 |
| 21 | Image denoising using scale mixtures of gaussians in the wavelet domain | IEEE Transactions on Image Processing | 2003 | 1,836 |
| 22 | The curvelet transform for image denoising | IEEE Transactions on Image Processing | 2002 | 1,780 |
| 23 | Distance Regularized Level Set Evolution and Its Application to Image Segmentation | IEEE Transactions on Image Processing | 2010 | 1,744 |
| 24 | The Nonsubsampled Contourlet Transform: Theory, Design, and Applications | IEEE Transactions on Image Processing | 2006 | 1,696 |
| 25 | Fast Gradient-Based Algorithms for Constrained Total Variation Image Denoising and Deblurring Problems | IEEE Transactions on Image Processing | 2009 | 1,693 |
| 26 | Fast and Robust Multiframe Super Resolution | IEEE Transactions on Image Processing | 2004 | 1,689 |
| 27 | A Completed Modeling of Local Binary Pattern Operator for Texture Classification | IEEE Transactions on Image Processing | 2010 | 1,688 |
| 28 | New edge-directed interpolation | IEEE Transactions on Image Processing | 2001 | 1,667 |
| 29 | Properties and performance of a center/surround retinex | IEEE Transactions on Image Processing | 1997 | 1,657 |
| 30 | ViBe: A Universal Background Subtraction Algorithm for Video Sequences | IEEE Transactions on Image Processing | 2011 | 1,642 |
| 31 | A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration | IEEE Transactions on Image Processing | 2007 | 1,625 |
| 32 | High performance scalable image compression with EBCOT | IEEE Transactions on Image Processing | 2000 | 1,621 |
| 33 | FFDNet: Toward a Fast and Flexible Solution for CNN-Based Image Denoising | IEEE Transactions on Image Processing | 2018 | 1,554 |
| 34 | Deep Convolutional Neural Network for Inverse Problems in Imaging | IEEE Transactions on Image Processing | 2017 | 1,540 |
| 35 | Morphological grayscale reconstruction in image analysis: applications and efficient algorithms | IEEE Transactions on Image Processing | 1993 | 1,536 |
| 36 | Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition | IEEE Transactions on Image Processing | 2002 | 1,528 |
| 37 | An FFT-based technique for translation, rotation, and scale-invariant image registration | IEEE Transactions on Image Processing | 1996 | 1,490 |
| 38 | Image change detection algorithms: a systematic survey | IEEE Transactions on Image Processing | 2005 | 1,474 |
| 39 | A Fast Single Image Haze Removal Algorithm Using Color Attenuation Prior | IEEE Transactions on Image Processing | 2015 | 1,466 |
| 40 | Blind Image Quality Assessment: From Natural Scene Statistics to Perceptual Quality | IEEE Transactions on Image Processing | 2011 | 1,445 |
| 41 | Minimization of Region-Scalable Fitting Energy for Image Segmentation | IEEE Transactions on Image Processing | 2008 | 1,442 |
| 42 | Blind Image Quality Assessment: A Natural Scene Statistics Approach in the DCT Domain | IEEE Transactions on Image Processing | 2012 | 1,411 |
| 43 | Speckle reducing anisotropic diffusion | IEEE Transactions on Image Processing | 2002 | 1,396 |
| 44 | LIME: Low-Light Image Enhancement via Illumination Map Estimation | IEEE Transactions on Image Processing | 2017 | 1,388 |
| 45 | Sparse Representation for Color Image Restoration | IEEE Transactions on Image Processing | 2008 | 1,360 |
| 46 | Nonlocally Centralized Sparse Representation for Image Restoration | IEEE Transactions on Image Processing | 2013 | 1,248 |
| 47 | PCANet: A Simple Deep Learning Baseline for Image Classification? | IEEE Transactions on Image Processing | 2015 | 1,245 |
| 48 | The LOCO-I lossless image compression algorithm: principles and standardization into JPEG-LS | IEEE Transactions on Image Processing | 2000 | 1,240 |
| 49 | Image Fusion With Guided Filtering | IEEE Transactions on Image Processing | 2013 | 1,240 |
| 50 | A new diamond search algorithm for fast block-matching motion estimation | IEEE Transactions on Image Processing | 2000 | 1,221 |
| 51 | Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index | IEEE Transactions on Image Processing | 2014 | 1,131 |
| 52 | Texture analysis and classification with tree-structured wavelet transform | IEEE Transactions on Image Processing | 1993 | 1,127 |
| 53 | Expansion Embedding Techniques for Reversible Watermarking | IEEE Transactions on Image Processing | 2007 | 1,127 |
| 54 | Salient Object Detection: A Benchmark | IEEE Transactions on Image Processing | 2015 | 1,126 |
| 55 | Kernel Regression for Image Processing and Reconstruction | IEEE Transactions on Image Processing | 2007 | 1,114 |
| 56 | Texture classification and segmentation using wavelet frames | IEEE Transactions on Image Processing | 1995 | 1,098 |
| 57 | An information fidelity criterion for image quality assessment using natural scene statistics | IEEE Transactions on Image Processing | 2005 | 1,091 |
| 58 | Image Deblurring and Super-Resolution by Adaptive Sparse Domain Selection and Adaptive Regularization | IEEE Transactions on Image Processing | 2011 | 1,084 |
| 59 | Study of Subjective and Objective Quality Assessment of Video | IEEE Transactions on Image Processing | 2010 | 1,053 |
| 60 | Localizing Region-Based Active Contours | IEEE Transactions on Image Processing | 2008 | 1,050 |
| 61 | Robust anisotropic diffusion | IEEE Transactions on Image Processing | 1998 | 1,043 |
| 62 | Image coding based on a fractal theory of iterated contractive image transformations | IEEE Transactions on Image Processing | 1992 | 1,041 |
| 63 | Deterministic edge-preserving regularization in computed imaging | IEEE Transactions on Image Processing | 1997 | 1,026 |
| 64 | A Level Set Method for Image Segmentation in the Presence of Intensity Inhomogeneities With Application to MRI | IEEE Transactions on Image Processing | 2011 | 1,014 |
| 65 | Reversible Watermark Using the Difference Expansion of a Generalized Integer Transform | IEEE Transactions on Image Processing | 2004 | 1,002 |
| 66 | Benchmarking Single-Image Dehazing and Beyond | IEEE Transactions on Image Processing | 2019 | 1,002 |
| 67 | Fast Image Recovery Using Variable Splitting and Constrained Optimization | IEEE Transactions on Image Processing | 2010 | 1,001 |
| 68 | Information Content Weighting for Perceptual Image Quality Assessment | IEEE Transactions on Image Processing | 2011 | 973 |
| 69 | VSNR: A Wavelet-Based Visual Signal-to-Noise Ratio for Natural Images | IEEE Transactions on Image Processing | 2007 | 961 |
| 70 | Efficient and reliable schemes for nonlinear diffusion filtering | IEEE Transactions on Image Processing | 1998 | 958 |
| 71 | Wavelet-based texture retrieval using generalized Gaussian density and Kullback-Leibler distance | IEEE Transactions on Image Processing | 2002 | 956 |
| 72 | Lossless generalized-LSB data embedding | IEEE Transactions on Image Processing | 2005 | 952 |
| 73 | An EM algorithm for wavelet-based image restoration | IEEE Transactions on Image Processing | 2003 | 938 |
| 74 | Total variation blind deconvolution | IEEE Transactions on Image Processing | 1998 | 928 |
| 75 | Naturalness Preserved Enhancement Algorithm for Non-Uniform Illumination Images | IEEE Transactions on Image Processing | 2013 | 926 |
| 76 | Adaptive median filters: new algorithms and results | IEEE Transactions on Image Processing | 1995 | 922 |
| 77 | Deformable templates using large deformation kinematics | IEEE Transactions on Image Processing | 1996 | 915 |
| 78 | Filterbank-based fingerprint matching | IEEE Transactions on Image Processing | 2000 | 900 |
| 79 | Representing moving images with layers | IEEE Transactions on Image Processing | 1994 | 896 |
| 80 | An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems | IEEE Transactions on Image Processing | 2011 | 896 |
| 81 | A Robust Fuzzy Local Information C-Means Clustering Algorithm | IEEE Transactions on Image Processing | 2010 | 888 |
| 82 | Local Derivative Pattern Versus Local Binary Pattern: Face Recognition With High-Order Local Pattern Descriptor | IEEE Transactions on Image Processing | 2010 | 885 |
| 83 | Adaptive image contrast enhancement using generalizations of histogram equalization | IEEE Transactions on Image Processing | 2000 | 871 |
| 84 | Restoration of a single superresolution image from several blurred, noisy, and undersampled measured images | IEEE Transactions on Image Processing | 1997 | 870 |
| 85 | An edge-guided image interpolation algorithm via directional filtering and data fusion | IEEE Transactions on Image Processing | 2006 | 847 |
| 86 | Salt-and-pepper noise removal by median-type noise detectors and detail-preserving regularization | IEEE Transactions on Image Processing | 2005 | 843 |
| 87 | Extraction of high-resolution frames from video sequences | IEEE Transactions on Image Processing | 1996 | 842 |
| 88 | GOLD: a parallel real-time stereo vision system for generic obstacle and lane detection | IEEE Transactions on Image Processing | 1998 | 830 |
| 89 | EnlightenGAN: Deep Light Enhancement Without Paired Supervision | IEEE Transactions on Image Processing | 2021 | 811 |
| 90 | Statistical Modeling of Complex Backgrounds for Foreground Object Detection | IEEE Transactions on Image Processing | 2004 | 807 |
| 91 | An Underwater Image Enhancement Benchmark Dataset and Beyond | IEEE Transactions on Image Processing | 2020 | 805 |
| 92 | Image decomposition via the combination of sparse representations and a variational approach | IEEE Transactions on Image Processing | 2005 | 798 |
| 93 | Efficient Contrast Enhancement Using Adaptive Gamma Correction With Weighting Distribution | IEEE Transactions on Image Processing | 2013 | 791 |
| 94 | Simultaneous structure and texture image inpainting | IEEE Transactions on Image Processing | 2003 | 790 |
| 95 | DenseFuse: A Fusion Approach to Infrared and Visible Images | IEEE Transactions on Image Processing | 2019 | 780 |
| 96 | Improved wavelet-based watermarking through pixel-wise masking | IEEE Transactions on Image Processing | 2001 | 773 |
| 97 | Extension of phase correlation to subpixel registration | IEEE Transactions on Image Processing | 2002 | 771 |
| 98 | A Feature-Enriched Completely Blind Image Quality Evaluator | IEEE Transactions on Image Processing | 2015 | 770 |
| 99 | Image analysis by Tchebichef moments | IEEE Transactions on Image Processing | 2001 | 764 |
| 100 | VSI: A Visual Saliency-Induced Index for Perceptual Image Quality Assessment | IEEE Transactions on Image Processing | 2014 | 749 |
