553 citations · 3.5k across the 54 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.CV2016★ 553 cited
Associative Embedding: End-to-End Learning for Joint Detection and Grouping
Alejandro Newell, Zhiao Huang, Jia Deng
We introduce associative embedding, a novel method for supervising convolutional neural networks for the task of detection and grouping. A number of computer vision problems can be…
cs.CV2016★ 97 cited
Single-Image Depth Perception in the Wild
Weifeng Chen, Zhao Fu, Dawei Yang +1
This paper studies single-image depth perception in the wild, i.e., recovering depth from a single image taken in unconstrained settings. We introduce a new dataset "Depth in the W…
cs.CV2016★ 533 cited
Stacked Hourglass Networks for Human Pose Estimation
Alejandro Newell, Kaiyu Yang, Jia Deng
This work introduces a novel convolutional network architecture for the task of human pose estimation. Features are processed across all scales and consolidated to best capture the…