| # | 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 |
