69 citations · 361 across the 31 of their papers we have counts for
4 papers · 1 filter
Rethinking Image Deraining via Rain Streaks and Vapors
Yinglong Wang, Yibing Song, Chao Ma +1
Single image deraining regards an input image as a fusion of a background image, a transmission map, rain streaks, and atmosphere light. While advanced models are proposed for imag…
Stereo RGB and Deeper LIDAR Based Network for 3D Object Detection
Qingdong He, Zhengning Wang, Hao Zeng +3
3D object detection has become an emerging task in autonomous driving scenarios. Previous works process 3D point clouds using either projection-based or voxel-based models. However…
SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds
Qingdong He, Zhengning Wang, Hao Zeng +2
Accurate 3D object detection from point clouds has become a crucial component in autonomous driving. However, the volumetric representations and the projection methods in previous…
SlimConv: Reducing Channel Redundancy in Convolutional Neural Networks by Weights Flipping
Jiaxiong Qiu, Cai Chen, Shuaicheng Liu +1
The channel redundancy in feature maps of convolutional neural networks (CNNs) results in the large consumption of memories and computational resources. In this work, we design a n…