Journal• ISSN: 1077-3142
Computer Vision and Image Understanding
Elsevier BV
About: Computer Vision and Image Understanding is an academic journal published by Elsevier BV. The journal publishes majorly in the area(s): Computer science & Image processing. It has an ISSN identifier of 1077-3142. Over the lifetime, 2717 publications have been published receiving 177687 citations. The journal is also known as: CVIU.
Topics: Computer science, Image processing, Segmentation, Pattern recognition (psychology), Image segmentation
Journal Tools
Papers published on a yearly basis
Papers
TL;DR: A novel scale- and rotation-invariant detector and descriptor, coined SURF (Speeded-Up Robust Features), which approximates or even outperforms previously proposed schemes with respect to repeatability, distinctiveness, and robustness, yet can be computed and compared much faster.
14,937 citations
TL;DR: This work describes a method for building models by learning patterns of variability from a training set of correctly annotated images that can be used for image search in an iterative refinement algorithm analogous to that employed by Active Contour Models (Snakes).
8,461 citations
TL;DR: The incremental algorithm is compared experimentally to an earlier batch Bayesian algorithm, as well as to one based on maximum-likelihood, which have comparable classification performance on small training sets, but incremental learning is significantly faster, making real-time learning feasible.
3,032 citations
TL;DR: This survey reviews recent trends in video-based human capture and analysis, as well as discussing open problems for future research to achieve automatic visual analysis of human movement.
3,006 citations
TL;DR: A new robust estimator MLESAC is presented which is a generalization of the RANSAC estimator which adopts the same sampling strategy as RANSac to generate putative solutions, but chooses the solution that maximizes the likelihood rather than just the number of inliers.
2,682 citations
Performance Metrics
| Year | Papers |
|---|---|
| 2026 | 37 |
| 2025 | 233 |
| 2024 | 273 |
| 2023 | 205 |
| 2022 | 152 |
| 2021 | 100 |