79 citations · 373 across the 39 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CV2017★ 8 cited
Examining CNN Representations with respect to Dataset Bias
Quanshi Zhang, Wenguan Wang, Song-Chun Zhu
Given a pre-trained CNN without any testing samples, this paper proposes a simple yet effective method to diagnose feature representations of the CNN. We aim to discover representa…
cs.CV2017★ 27 cited
Deep Cropping via Attention Box Prediction and Aesthetics Assessment
Wenguan Wang, Jianbing Shen
We model the photo cropping problem as a cascade of attention box regression and aesthetic quality classification, based on deep learning. A neural network is designed that has two…
cs.CV2017★ 32 cited
Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation
Haoshu Fang, Yuanlu Xu, Wenguan Wang +2
In this paper, we propose a pose grammar to tackle the problem of 3D human pose estimation. Our model directly takes 2D pose as input and learns a generalized 2D-3D mapping functio…