| # | Title | Journal | Year | Citations |
|---|
| 1 | Distinctive Image Features from Scale-Invariant Keypoints | International Journal of Computer Vision | 2004 | 42,314 |
| 2 | ImageNet Large Scale Visual Recognition Challenge | International Journal of Computer Vision | 2015 | 24,215 |
| 3 | Snakes: Active contour models | International Journal of Computer Vision | 1988 | 13,615 |
| 4 | The Pascal Visual Object Classes (VOC) Challenge | International Journal of Computer Vision | 2010 | 12,097 |
| 5 | Robust Real-Time Face Detection | International Journal of Computer Vision | 2004 | 10,533 |
| 6 | A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms | International Journal of Computer Vision | 2002 | 5,271 |
| 7 | Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope | International Journal of Computer Vision | 2001 | 5,192 |
| 8 | Efficient Graph-Based Image Segmentation | International Journal of Computer Vision | 2004 | 4,789 |
| 9 | Color indexing | International Journal of Computer Vision | 1991 | 4,703 |
| 10 | Selective Search for Object Recognition | International Journal of Computer Vision | 2013 | 4,638 |
| 11 | Geodesic Active Contours | International Journal of Computer Vision | 1997 | 4,309 |
| 12 | The Pascal Visual Object Classes Challenge: A Retrospective | International Journal of Computer Vision | 2015 | 4,116 |
| 13 | Performance of optical flow techniques | International Journal of Computer Vision | 1994 | 3,618 |
| 14 | The Earth Mover's Distance as a Metric for Image Retrieval | International Journal of Computer Vision | 2000 | 3,135 |
| 15 | Scale & Affine Invariant Interest Point Detectors | International Journal of Computer Vision | 2004 | 2,971 |
| 16 | Incremental Learning for Robust Visual Tracking | International Journal of Computer Vision | 2008 | 2,755 |
| 17 | LabelMe: A Database and Web-Based Tool for Image Annotation | International Journal of Computer Vision | 2008 | 2,723 |
| 18 | A Comparison of Affine Region Detectors | International Journal of Computer Vision | 2005 | 2,469 |
| 19 | Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations | International Journal of Computer Vision | 2017 | 2,422 |
| 20 | Shape and motion from image streams under orthography: a factorization method | International Journal of Computer Vision | 1992 | 2,381 |
| 21 | Lucas-Kanade 20 Years On: A Unifying Framework | International Journal of Computer Vision | 2004 | 2,376 |
| 22 | On Space-Time Interest Points | International Journal of Computer Vision | 2005 | 2,241 |
| 23 | Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization | International Journal of Computer Vision | 2020 | 2,183 |
| 24 | Automatic Panoramic Image Stitching using Invariant Features | International Journal of Computer Vision | 2007 | 2,111 |
| 25 | EPnP: An Accurate O(n) Solution to the PnP Problem | International Journal of Computer Vision | 2009 | 2,101 |
| 26 | A Multiphase Level Set Framework for Image Segmentation Using the Mumford and Shah Model | International Journal of Computer Vision | 2002 | 2,060 |
| 27 | Iterative point matching for registration of free-form curves and surfaces | International Journal of Computer Vision | 1994 | 1,980 |
| 28 | Alignment by Maximization of Mutual Information | International Journal of Computer Vision | 1997 | 1,859 |
| 29 | Pictorial Structures for Object Recognition | International Journal of Computer Vision | 2005 | 1,741 |
| 30 | Modeling the World from Internet Photo Collections | International Journal of Computer Vision | 2008 | 1,693 |
| 31 | Graph Cuts and Efficient N-D Image Segmentation | International Journal of Computer Vision | 2006 | 1,692 |
| 32 | Visual learning and recognition of 3-d objects from appearance | International Journal of Computer Vision | 1995 | 1,589 |
| 33 | A Database and Evaluation Methodology for Optical Flow | International Journal of Computer Vision | 2011 | 1,565 |
| 34 | Deep Learning for Generic Object Detection: A Survey | International Journal of Computer Vision | 2020 | 1,565 |
| 35 | Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study | International Journal of Computer Vision | 2007 | 1,549 |
| 36 | A Parametric Texture Model Based on Joint Statistics of Complex Wavelet Coefficients | International Journal of Computer Vision | 2000 | 1,375 |
| 37 | Dense Trajectories and Motion Boundary Descriptors for Action Recognition | International Journal of Computer Vision | 2013 | 1,329 |
| 38 | Active Appearance Models Revisited | International Journal of Computer Vision | 2004 | 1,282 |
| 39 | Image Classification with the Fisher Vector: Theory and Practice | International Journal of Computer Vision | 2013 | 1,237 |
| 40 | Computing Large Deformation Metric Mappings via Geodesic Flows of Diffeomorphisms | International Journal of Computer Vision | 2005 | 1,231 |
| 41 | Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words | International Journal of Computer Vision | 2008 | 1,227 |
| 42 | Vision and the Atmosphere | International Journal of Computer Vision | 2002 | 1,219 |
| 43 | Detecting Pedestrians Using Patterns of Motion and Appearance | International Journal of Computer Vision | 2005 | 1,183 |
| 44 | Learning Low-Level Vision | International Journal of Computer Vision | 2000 | 1,172 |
| 45 | Evaluation of Interest Point Detectors | International Journal of Computer Vision | 2000 | 1,169 |
| 46 | A Riemannian Framework for Tensor Computing | International Journal of Computer Vision | 2006 | 1,125 |
| 47 | Photobook: Content-based manipulation of image databases | International Journal of Computer Vision | 1996 | 1,062 |
| 48 | A Trainable System for Object Detection | International Journal of Computer Vision | 2000 | 1,056 |
| 49 | Efficient Belief Propagation for Early Vision | International Journal of Computer Vision | 2006 | 1,023 |
| 50 | Feature extraction from faces using deformable templates | International Journal of Computer Vision | 1992 | 1,003 |
| 51 | Statistical Color Models with Application to Skin Detection | International Journal of Computer Vision | 2002 | 999 |
| 52 | A Statistical Approach to Texture Classification from Single Images | International Journal of Computer Vision | 2005 | 998 |
| 53 | Using Canny's criteria to derive a recursively implemented optimal edge detector | International Journal of Computer Vision | 1987 | 960 |
| 54 | Saliency, Scale and Image Description | International Journal of Computer Vision | 2001 | 959 |
| 55 | Knowledge Distillation: A Survey | International Journal of Computer Vision | 2021 | 951 |
| 56 | Lucas/Kanade Meets Horn/Schunck: Combining Local and Global Optic Flow Methods | International Journal of Computer Vision | 2005 | 935 |
| 57 | TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context | International Journal of Computer Vision | 2009 | 914 |
| 58 | A Review of Statistical Approaches to Level Set Segmentation: Integrating Color, Texture, Motion and Shape | International Journal of Computer Vision | 2007 | 894 |
| 59 | A computational framework and an algorithm for the measurement of visual motion | International Journal of Computer Vision | 1989 | 884 |
| 60 | HumanEva: Synchronized Video and Motion Capture Dataset and Baseline Algorithm for Evaluation of Articulated Human Motion | International Journal of Computer Vision | 2010 | 851 |
| 61 | Computation of component image velocity from local phase information | International Journal of Computer Vision | 1990 | 849 |
| 62 | A Theory of Shape by Space Carving | International Journal of Computer Vision | 2000 | 848 |
| 63 | Contour and Texture Analysis for Image Segmentation | International Journal of Computer Vision | 2001 | 831 |
| 64 | Reading Text in the Wild with Convolutional Neural Networks | International Journal of Computer Vision | 2016 | 831 |
| 65 | Model-based object pose in 25 lines of code | International Journal of Computer Vision | 1995 | 816 |
| 66 | (null) | International Journal of Computer Vision | 1998 | 816 |
| 67 | Active vision | International Journal of Computer Vision | 1988 | 804 |
| 68 | Robust Object Detection with Interleaved Categorization and Segmentation | International Journal of Computer Vision | 2008 | 794 |
| 69 | The Open Images Dataset V4 | International Journal of Computer Vision | 2020 | 772 |
| 70 | Video Enhancement with Task-Oriented Flow | International Journal of Computer Vision | 2019 | 765 |
| 71 | Epipolar-plane image analysis: An approach to determining structure from motion | International Journal of Computer Vision | 1987 | 737 |
| 72 | Fields of Experts | International Journal of Computer Vision | 2009 | 728 |
| 73 | Dynamic Textures | International Journal of Computer Vision | 2003 | 710 |
| 74 | Visual Modeling with a Hand-Held Camera | International Journal of Computer Vision | 2004 | 694 |
| 75 | A theory of self-calibration of a moving camera | International Journal of Computer Vision | 1992 | 688 |
| 76 | Deformable Model Fitting by Regularized Landmark Mean-Shift | International Journal of Computer Vision | 2011 | 686 |
| 77 | Robust Higher Order Potentials for Enforcing Label Consistency | International Journal of Computer Vision | 2009 | 683 |
| 78 | On the unification of line processes, outlier rejection, and robust statistics with applications in early vision | International Journal of Computer Vision | 1996 | 681 |
| 79 | Coherence-Enhancing Diffusion Filtering | International Journal of Computer Vision | 1999 | 673 |
| 80 | The Amsterdam Library of Object Images | International Journal of Computer Vision | 2005 | 673 |
| 81 | Detection and Tracking of Multiple, Partially Occluded Humans by Bayesian Combination of Edgelet based Part Detectors | International Journal of Computer Vision | 2007 | 665 |
| 82 | Semantic Understanding of Scenes Through the ADE20K Dataset | International Journal of Computer Vision | 2019 | 649 |
| 83 | Face Alignment by Explicit Shape Regression | International Journal of Computer Vision | 2014 | 644 |
| 84 | Nonlocal Image and Movie Denoising | International Journal of Computer Vision | 2008 | 640 |
| 85 | Geodesic Active Regions and Level Set Methods for Supervised Texture Segmentation | International Journal of Computer Vision | 2002 | 638 |
| 86 | Improving Bag-of-Features for Large Scale Image Search | International Journal of Computer Vision | 2010 | 621 |
| 87 | Contextual Priming for Object Detection | International Journal of Computer Vision | 2003 | 610 |
| 88 | Semantic Foggy Scene Understanding with Synthetic Data | International Journal of Computer Vision | 2018 | 601 |
| 89 | A novel algorithm for color constancy | International Journal of Computer Vision | 1990 | 599 |
| 90 | Kalman filter-based algorithms for estimating depth from image sequences | International Journal of Computer Vision | 1989 | 593 |
| 91 | Using vanishing points for camera calibration | International Journal of Computer Vision | 1990 | 590 |
| 92 | FairMOT: On the Fairness of Detection and Re-identification in Multiple Object Tracking | International Journal of Computer Vision | 2021 | 583 |
| 93 | Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision | International Journal of Computer Vision | 2017 | 566 |
| 94 | Detailed Real-Time Urban 3D Reconstruction from Video | International Journal of Computer Vision | 2008 | 563 |
| 95 | Spiking Deep Convolutional Neural Networks for Energy-Efficient Object Recognition | International Journal of Computer Vision | 2015 | 562 |
| 96 | A Variational Framework for Retinex | International Journal of Computer Vision | 2003 | 558 |
| 97 | Robust regression methods for computer vision: A review | International Journal of Computer Vision | 1991 | 543 |
| 98 | BiSeNet V2: Bilateral Network with Guided Aggregation for Real-Time Semantic Segmentation | International Journal of Computer Vision | 2021 | 542 |
| 99 | Detecting salient blob-like image structures and their scales with a scale-space primal sketch: A method for focus-of-attention | International Journal of Computer Vision | 1993 | 534 |
| 100 | The fundamental matrix: Theory, algorithms, and stability analysis | International Journal of Computer Vision | 1996 | 527 |
