127 citations · 409 across the 15 of their papers we have counts for
4 papers · 1 filter
Single Image Action Recognition using Semantic Body Part Actions
Zhichen Zhao, Huimin Ma, Shaodi You
In this paper, we propose a novel single image action recognition algorithm which is based on the idea of semantic body part actions. Unlike existing bottom up methods, we argue th…
Multi-View 3D Object Detection Network for Autonomous Driving
Xiaozhi Chen, Huimin Ma, Ji Wan +2
This paper aims at high-accuracy 3D object detection in autonomous driving scenario. We propose Multi-View 3D networks (MV3D), a sensory-fusion framework that takes both LIDAR poin…
Edge Preserving and Multi-Scale Contextual Neural Network for Salient Object Detection
Xiang Wang, Huimin Ma, Xiaozhi Chen +1
In this paper, we propose a novel edge preserving and multi-scale contextual neural network for salient object detection. The proposed framework is aiming to address two limits of…
3D Object Proposals using Stereo Imagery for Accurate Object Class Detection
Xiaozhi Chen, Kaustav Kundu, Yukun Zhu +3
The goal of this paper is to perform 3D object detection in the context of autonomous driving. Our method first aims at generating a set of high-quality 3D object proposals by expl…