| # | Title | Journal | Year | Citations |
|---|
| 1 | Image registration methods: a survey | Image and Vision Computing | 2003 | 5,318 |
| 2 | Robust wide-baseline stereo from maximally stable extremal regions | Image and Vision Computing | 2004 | 2,482 |
| 3 | Object modelling by registration of multiple range images | Image and Vision Computing | 1992 | 2,274 |
| 4 | The FERET database and evaluation procedure for face-recognition algorithms | Image and Vision Computing | 1998 | 1,978 |
| 5 | Facial expression recognition based on Local Binary Patterns: A comprehensive study | Image and Vision Computing | 2009 | 1,895 |
| 6 | A survey on vision-based human action recognition | Image and Vision Computing | 2010 | 1,823 |
| 7 | Determination of displacements using an improved digital correlation method | Image and Vision Computing | 1983 | 1,532 |
| 8 | Multi-PIE | Image and Vision Computing | 2010 | 1,450 |
| 9 | An adaptive color-based particle filter | Image and Vision Computing | 2003 | 1,040 |
| 10 | Image encryption using chaotic logistic map | Image and Vision Computing | 2006 | 1,021 |
| 11 | Surface shape and curvature scales | Image and Vision Computing | 1992 | 980 |
| 12 | Social signal processing: Survey of an emerging domain | Image and Vision Computing | 2009 | 769 |
| 13 | Use of active shape models for locating structures in medical images | Image and Vision Computing | 1994 | 753 |
| 14 | Active contours with selective local or global segmentation: A new formulation and level set method | Image and Vision Computing | 2010 | 694 |
| 15 | Parameter estimation techniques: a tutorial with application to conic fitting | Image and Vision Computing | 1997 | 691 |
| 16 | Robust registration of 2D and 3D point sets | Image and Vision Computing | 2003 | 684 |
| 17 | Lane detection and tracking using B-Snake | Image and Vision Computing | 2004 | 675 |
| 18 | Comparative study of Hough Transform methods for circle finding | Image and Vision Computing | 1990 | 665 |
| 19 | A survey on industrial vision systems, applications and tools | Image and Vision Computing | 2003 | 655 |
| 20 | Application of an optimized digital correlation method to planar deformation analysis | Image and Vision Computing | 1986 | 619 |
| 21 | Image analysis by bidimensional empirical mode decomposition | Image and Vision Computing | 2003 | 617 |
| 22 | Facial expression recognition from near-infrared videos | Image and Vision Computing | 2011 | 584 |
| 23 | A review of recent range image registration methods with accuracy evaluation | Image and Vision Computing | 2007 | 541 |
| 24 | 300 Faces In-The-Wild Challenge: database and results | Image and Vision Computing | 2016 | 520 |
| 25 | Approximate graph edit distance computation by means of bipartite graph matching | Image and Vision Computing | 2009 | 513 |
| 26 | A new ranking method for principal components analysis and its application to face image analysis | Image and Vision Computing | 2010 | 505 |
| 27 | Reconstructing a 3D structure from serial histological sections | Image and Vision Computing | 2001 | 482 |
| 28 | Hand gesture recognition using a real-time tracking method and hidden Markov models | Image and Vision Computing | 2003 | 482 |
| 29 | BP4D-Spontaneous: a high-resolution spontaneous 3D dynamic facial expression database | Image and Vision Computing | 2014 | 481 |
| 30 | Going deeper into action recognition: A survey | Image and Vision Computing | 2017 | 451 |
| 31 | Size invariant circle detection | Image and Vision Computing | 1999 | 439 |
| 32 | A survey of video processing techniques for traffic applications | Image and Vision Computing | 2003 | 433 |
| 33 | Speeded up detection of squared fiducial markers | Image and Vision Computing | 2018 | 433 |
| 34 | Model-based vision: a program to see a walking person | Image and Vision Computing | 1983 | 414 |
| 35 | Fast corner detection | Image and Vision Computing | 1998 | 402 |
| 36 | Automated fabric defect detection—A review | Image and Vision Computing | 2011 | 401 |
| 37 | Multifocus image fusion using region segmentation and spatial frequency | Image and Vision Computing | 2008 | 399 |
| 38 | A survey of approaches and trends in person re-identification | Image and Vision Computing | 2014 | 389 |
| 39 | Robust Euclidean alignment of 3D point sets: the trimmed iterative closest point algorithm | Image and Vision Computing | 2005 | 371 |
| 40 | Feature-based correspondence: an eigenvector approach | Image and Vision Computing | 1992 | 361 |
| 41 | Traffic sign recognition and analysis for intelligent vehicles | Image and Vision Computing | 2003 | 361 |
| 42 | Learning the distribution of object trajectories for event recognition | Image and Vision Computing | 1996 | 346 |
| 43 | The painful face – Pain expression recognition using active appearance models | Image and Vision Computing | 2009 | 346 |
| 44 | A survey of multimodal sentiment analysis | Image and Vision Computing | 2017 | 339 |
| 45 | Edge and line oriented contour detection: State of the art | Image and Vision Computing | 2011 | 337 |
| 46 | Automatic seeded region growing for color image segmentation | Image and Vision Computing | 2005 | 335 |
| 47 | Visual SLAM: Why filter? | Image and Vision Computing | 2012 | 335 |
| 48 | Design of effective neural network ensembles for image classification purposes | Image and Vision Computing | 2001 | 334 |
| 49 | Motion-based recognition a survey | Image and Vision Computing | 1995 | 332 |
| 50 | A new automated quality assessment algorithm for image fusion | Image and Vision Computing | 2009 | 329 |
