| # | 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 | Marching cubes: A high resolution 3D surface construction algorithm | Computer Graphics | 1987 | 7,444 |
| 4 | Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering | IEEE Transactions on Image Processing | 2007 | 6,923 |
| 5 | Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising | IEEE Transactions on Image Processing | 2017 | 4,738 |
| 6 | Flocks, herds and schools: A distributed behavioral model | Computer Graphics | 1987 | 4,681 |
| 7 | Secure spread spectrum watermarking for multimedia | IEEE Transactions on Image Processing | 1997 | 4,389 |
| 8 | Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries | IEEE Transactions on Image Processing | 2006 | 4,197 |
| 9 | "GrabCut" | ACM Transactions on Graphics | 2004 | 4,173 |
| 10 | Image Super-Resolution Via Sparse Representation | IEEE Transactions on Image Processing | 2010 | 4,066 |
| 11 | FSIM: A Feature Similarity Index for Image Quality Assessment | IEEE Transactions on Image Processing | 2011 | 3,728 |
| 12 | No-Reference Image Quality Assessment in the Spatial Domain | IEEE Transactions on Image Processing | 2012 | 3,654 |
| 13 | Snakes, shapes, and gradient vector flow | IEEE Transactions on Image Processing | 1998 | 3,292 |
| 14 | The contourlet transform: an efficient directional multiresolution image representation | IEEE Transactions on Image Processing | 2005 | 3,265 |
| 15 | Image information and visual quality | IEEE Transactions on Image Processing | 2006 | 2,925 |
| 16 | Image coding using wavelet transform | IEEE Transactions on Image Processing | 1992 | 2,824 |
| 17 | Recent advances in augmented reality | IEEE Computer Graphics and Applications | 2001 | 2,733 |
| 18 | A pyramid approach to subpixel registration based on intensity | IEEE Transactions on Image Processing | 1998 | 2,627 |
| 19 | Superimposing dynamic range | ACM Transactions on Graphics | 2008 | 2,605 |
| 20 | Dynamic Graph CNN for Learning on Point Clouds | ACM Transactions on Graphics | 2019 | 2,437 |
| 21 | Region Filling and Object Removal by Exemplar-Based Image Inpainting | IEEE Transactions on Image Processing | 2004 | 2,426 |
| 22 | Image analysis and mathematical morphology | Computer Graphics and Image Processing | 1982 | 2,399 |
| 23 | Adaptive wavelet thresholding for image denoising and compression | IEEE Transactions on Image Processing | 2000 | 2,229 |
| 24 | D³ Data-Driven Documents | IEEE Transactions on Visualization and Computer Graphics | 2011 | 2,206 |
| 25 | A Statistical Evaluation of Recent Full Reference Image Quality Assessment Algorithms | IEEE Transactions on Image Processing | 2006 | 2,189 |
| 26 | A multiscale retinex for bridging the gap between color images and the human observation of scenes | IEEE Transactions on Image Processing | 1997 | 2,186 |
| 27 | Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions | IEEE Transactions on Image Processing | 2010 | 2,175 |
| 28 | Feature-aligned shape texturing | ACM Transactions on Graphics | 2009 | 2,143 |
| 29 | Color transfer between images | IEEE Computer Graphics and Applications | 2001 | 2,105 |
| 30 | Example-based super-resolution | IEEE Computer Graphics and Applications | 2002 | 2,062 |
| 31 | SMPL | ACM Transactions on Graphics | 2015 | 2,002 |
| 32 | DehazeNet: An End-to-End System for Single Image Haze Removal | IEEE Transactions on Image Processing | 2016 | 1,970 |
| 33 | Photo tourism | ACM Transactions on Graphics | 2006 | 1,882 |
| 34 | PatchMatch | ACM Transactions on Graphics | 2009 | 1,866 |
| 35 | Display of surfaces from volume data | IEEE Computer Graphics and Applications | 1988 | 1,858 |
| 36 | Image denoising using scale mixtures of gaussians in the wavelet domain | IEEE Transactions on Image Processing | 2003 | 1,836 |
| 37 | Three-dimensional alpha shapes | ACM Transactions on Graphics | 1994 | 1,819 |
| 38 | The curvelet transform for image denoising | IEEE Transactions on Image Processing | 2002 | 1,780 |
| 39 | Distance Regularized Level Set Evolution and Its Application to Image Segmentation | IEEE Transactions on Image Processing | 2010 | 1,744 |
| 40 | Texture analysis using gray level run lengths | Computer Graphics and Image Processing | 1975 | 1,738 |
| 41 | Free-form deformation of solid geometric models | Computer Graphics | 1986 | 1,707 |
| 42 | Topology-adaptive interface tracking using the deformable simplicial complex | ACM Transactions on Graphics | 2012 | 1,698 |
| 43 | The Nonsubsampled Contourlet Transform: Theory, Design, and Applications | IEEE Transactions on Image Processing | 2006 | 1,696 |
| 44 | Fast Gradient-Based Algorithms for Constrained Total Variation Image Denoising and Deblurring Problems | IEEE Transactions on Image Processing | 2009 | 1,693 |
| 45 | Fast and Robust Multiframe Super Resolution | IEEE Transactions on Image Processing | 2004 | 1,689 |
| 46 | A Completed Modeling of Local Binary Pattern Operator for Texture Classification | IEEE Transactions on Image Processing | 2010 | 1,688 |
| 47 | Poisson image editing | ACM Transactions on Graphics | 2003 | 1,679 |
| 48 | New edge-directed interpolation | IEEE Transactions on Image Processing | 2001 | 1,667 |
| 49 | Properties and performance of a center/surround retinex | IEEE Transactions on Image Processing | 1997 | 1,657 |
| 50 | ViBe: A Universal Background Subtraction Algorithm for Video Sequences | IEEE Transactions on Image Processing | 2011 | 1,642 |
| 51 | A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration | IEEE Transactions on Image Processing | 2007 | 1,625 |
| 52 | High performance scalable image compression with EBCOT | IEEE Transactions on Image Processing | 2000 | 1,621 |
| 53 | FFDNet: Toward a Fast and Flexible Solution for CNN-Based Image Denoising | IEEE Transactions on Image Processing | 2018 | 1,554 |
| 54 | Single image dehazing | ACM Transactions on Graphics | 2008 | 1,551 |
| 55 | UpSet: Visualization of Intersecting Sets | IEEE Transactions on Visualization and Computer Graphics | 2014 | 1,549 |
| 56 | Deep Convolutional Neural Network for Inverse Problems in Imaging | IEEE Transactions on Image Processing | 2017 | 1,540 |
| 57 | Morphological grayscale reconstruction in image analysis: applications and efficient algorithms | IEEE Transactions on Image Processing | 1993 | 1,536 |
| 58 | Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition | IEEE Transactions on Image Processing | 2002 | 1,528 |
| 59 | An FFT-based technique for translation, rotation, and scale-invariant image registration | IEEE Transactions on Image Processing | 1996 | 1,490 |
| 60 | Image change detection algorithms: a systematic survey | IEEE Transactions on Image Processing | 2005 | 1,474 |
| 61 | Euclidean distance mapping | Computer Graphics and Image Processing | 1980 | 1,469 |
| 62 | A Fast Single Image Haze Removal Algorithm Using Color Attenuation Prior | IEEE Transactions on Image Processing | 2015 | 1,466 |
| 63 | Removing camera shake from a single photograph | ACM Transactions on Graphics | 2006 | 1,446 |
| 64 | Blind Image Quality Assessment: From Natural Scene Statistics to Perceptual Quality | IEEE Transactions on Image Processing | 2011 | 1,445 |
| 65 | Minimization of Region-Scalable Fitting Energy for Image Segmentation | IEEE Transactions on Image Processing | 2008 | 1,442 |
| 66 | Globally and locally consistent image completion | ACM Transactions on Graphics | 2017 | 1,440 |
| 67 | Elliptic Fourier features of a closed contour | Computer Graphics and Image Processing | 1982 | 1,431 |
| 68 | Blind Image Quality Assessment: A Natural Scene Statistics Approach in the DCT Domain | IEEE Transactions on Image Processing | 2012 | 1,411 |
| 69 | Shape distributions | ACM Transactions on Graphics | 2002 | 1,409 |
| 70 | Efficient RANSAC for Point-Cloud Shape Detection | Computer Graphics Forum | 2007 | 1,398 |
| 71 | Speckle reducing anisotropic diffusion | IEEE Transactions on Image Processing | 2002 | 1,396 |
| 72 | LIME: Low-Light Image Enhancement via Illumination Map Estimation | IEEE Transactions on Image Processing | 2017 | 1,388 |
| 73 | A Survey of General-Purpose Computation on Graphics Hardware | Computer Graphics Forum | 2007 | 1,370 |
| 74 | Sparse Representation for Color Image Restoration | IEEE Transactions on Image Processing | 2008 | 1,360 |
| 75 | A programmable system for artistic volumetric lighting | ACM Transactions on Graphics | 2011 | 1,337 |
| 76 | Screened poisson surface reconstruction | ACM Transactions on Graphics | 2013 | 1,333 |
| 77 | Injective and bounded distortion mappings in 3D | ACM Transactions on Graphics | 2013 | 1,311 |
| 78 | The rendering equation | Computer Graphics | 1986 | 1,292 |
| 79 | Nonlocally Centralized Sparse Representation for Image Restoration | IEEE Transactions on Image Processing | 2013 | 1,248 |
| 80 | PCANet: A Simple Deep Learning Baseline for Image Classification? | IEEE Transactions on Image Processing | 2015 | 1,245 |
| 81 | The LOCO-I lossless image compression algorithm: principles and standardization into JPEG-LS | IEEE Transactions on Image Processing | 2000 | 1,240 |
| 82 | Image Fusion With Guided Filtering | IEEE Transactions on Image Processing | 2013 | 1,240 |
| 83 | A new diamond search algorithm for fast block-matching motion estimation | IEEE Transactions on Image Processing | 2000 | 1,221 |
| 84 | Context-based search for 3D models | ACM Transactions on Graphics | 2010 | 1,221 |
| 85 | Volume rendering | Computer Graphics | 1988 | 1,196 |
| 86 | Automating the design of graphical presentations of relational information | ACM Transactions on Graphics | 1986 | 1,187 |
| 87 | Metro: Measuring Error on Simplified Surfaces | Computer Graphics Forum | 1998 | 1,171 |
| 88 | An image synthesizer | Computer Graphics | 1985 | 1,144 |
| 89 | Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index | IEEE Transactions on Image Processing | 2014 | 1,131 |
| 90 | Texture analysis and classification with tree-structured wavelet transform | IEEE Transactions on Image Processing | 1993 | 1,127 |
| 91 | Expansion Embedding Techniques for Reversible Watermarking | IEEE Transactions on Image Processing | 2007 | 1,127 |
| 92 | Salient Object Detection: A Benchmark | IEEE Transactions on Image Processing | 2015 | 1,126 |
| 93 | On Visual Similarity Based 3D Model Retrieval | Computer Graphics Forum | 2003 | 1,119 |
| 94 | Kernel Regression for Image Processing and Reconstruction | IEEE Transactions on Image Processing | 2007 | 1,114 |
| 95 | Colorization using optimization | ACM Transactions on Graphics | 2004 | 1,100 |
| 96 | Texture classification and segmentation using wavelet frames | IEEE Transactions on Image Processing | 1995 | 1,098 |
| 97 | An information fidelity criterion for image quality assessment using natural scene statistics | IEEE Transactions on Image Processing | 2005 | 1,091 |
| 98 | Information visualization and visual data mining | IEEE Transactions on Visualization and Computer Graphics | 2002 | 1,088 |
| 99 | Image Deblurring and Super-Resolution by Adaptive Sparse Domain Selection and Adaptive Regularization | IEEE Transactions on Image Processing | 2011 | 1,084 |
| 100 | Pedestrian Tracking with Shoe-Mounted Inertial Sensors | IEEE Computer Graphics and Applications | 2005 | 1,080 |
