198 citations · 216 across the 5 of their papers we have counts for
5 papers · 1 filter
MultiXNet: Multiclass Multistage Multimodal Motion Prediction
Nemanja Djuric, Henggang Cui, Zhaoen Su +13
One of the critical pieces of the self-driving puzzle is understanding the surroundings of a self-driving vehicle (SDV) and predicting how these surroundings will change in the nea…
Image Labeling with Markov Random Fields and Conditional Random Fields
Shangxuan Wu, Xinshuo Weng
Most existing methods for object segmentation in computer vision are formulated as a labeling task. This, in general, could be transferred to a pixel-wise label assignment task, wh…
CycleGAN Face-off
Xiaohan Jin, Ye Qi, Shangxuan Wu
Face-off is an interesting case of style transfer where the facial expressions and attributes of one person could be fully transformed to another face. We are interested in the uns…
Rotational Rectification Network: Enabling Pedestrian Detection for Mobile Vision
Xinshuo Weng, Shangxuan Wu, Fares Beainy +1
Across a majority of pedestrian detection datasets, it is typically assumed that pedestrians will be standing upright with respect to the image coordinate system. This assumption,…
An Enhanced Deep Feature Representation for Person Re-identification
Shangxuan Wu, Ying-Cong Chen, Xiang Li +3
Feature representation and metric learning are two critical components in person re-identification models. In this paper, we focus on the feature representation and claim that hand…