| # | 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 |
