214 citations · 402 across the 27 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.CV2021★ 31 cited
Pseudo-LiDAR Based Road Detection
Libo Sun, Haokui Zhang, Wei Yin
Road detection is a critically important task for self-driving cars. By employing LiDAR data, recent works have significantly improved the accuracy of road detection. Relying on Li…
cs.CV2021★ 1 cited
Generic Perceptual Loss for Modeling Structured Output Dependencies
Yifan Liu, Hao Chen, Yu Chen +2
The perceptual loss has been widely used as an effective loss term in image synthesis tasks including image super-resolution, and style transfer. It was believed that the success l…
cs.CV2021★ 3 cited
Virtual Normal: Enforcing Geometric Constraints for Accurate and Robust Depth Prediction
Wei Yin, Yifan Liu, Chunhua Shen
Monocular depth prediction plays a crucial role in understanding 3D scene geometry. Although recent methods have achieved impressive progress in terms of evaluation metrics such as…