626 citations · 681 across the 7 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.CV2018★ 4 cited
Part-level Car Parsing and Reconstruction from Single Street View
Qichuan Geng, Hong Zhang, Xinyu Huang +5
Part information has been shown to be resistant to occlusions and viewpoint changes, which is beneficial for various vision-related tasks. However, we found very limited work in ca…
cs.CV2018★ 5 cited
A Network Structure to Explicitly Reduce Confusion Errors in Semantic Segmentation
Qichuan Geng, Xinyu Huang, Zhong Zhou +1
Confusing classes that are ubiquitous in real world often degrade performance for many vision related applications like object detection, classification, and segmentation. The conf…
cs.CV2018★ 626 cited
The ApolloScape Open Dataset for Autonomous Driving and its Application
Xinyu Huang, Peng Wang, Xinjing Cheng +3
Autonomous driving has attracted tremendous attention especially in the past few years. The key techniques for a self-driving car include solving tasks like 3D map construction, se…