SlowFast Networks for Video Recognition
We present SlowFast networks for video recognition. Our model involves (i) a Slow pathway, operating at low frame rate, to capture spatial semantics, and (ii) a Fast pathway, op...
Publications
5 shownRich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
Object detection performance, as measured on the canonical PASCAL VOC dataset, has plateaued in the last few years. The best-performing methods are complex ensemble systems that...
Normalized cuts and image segmentation
We propose a novel approach for solving the perceptual grouping problem in vision. Rather than focusing on local features and their consistencies in the image data, our approach...
Large Displacement Optical Flow: Descriptor Matching in Variational Motion Estimation
Optical flow estimation is classically marked by the requirement of dense sampling in time. While coarse-to-fine warping schemes have somehow relaxed this constraint, there is a...
A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics
This paper presents a database containing 'ground truth' segmentations produced by humans for images of a wide variety of natural scenes. We define an error measure which quanti...
Frequent Co-Authors
Researcher Info
- h-index
- 5
- Publications
- 5
- Citations
- 58,406
- Institution
- Meta (Israel)
External Links
Identifiers
- ORCID
- 0000-0003-3695-1580
Impact Metrics
h-index
5
h-index: Number of publications with at least h citations each.