244 citations · 1.3k across the 14 of their papers we have counts for
14 papers
PCC Net: Perspective Crowd Counting via Spatial Convolutional Network
Junyu Gao, Qi Wang, Xuelong Li
Crowd counting from a single image is a challenging task due to high appearance similarity, perspective changes and severe congestion. Many methods only focus on the local appearan…
Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification
Qi Wang, Xiange He, Xuelong Li
Hyperspectral image (HSI) classification, which aims to assign an accurate label for hyperspectral pixels, has drawn great interest in recent years. Although low rank representatio…
Learning by Inertia: Self-supervised Monocular Visual Odometry for Road Vehicles
Chengze Wang, Yuan Yuan, Qi Wang
In this paper, we present iDVO (inertia-embedded deep visual odometry), a self-supervised learning based monocular visual odometry (VO) for road vehicles. When modelling the geomet…
Embedding Structured Contour and Location Prior in Siamesed Fully Convolutional Networks for Road Detection
Qi Wang, Junyu Gao, Yuan Yuan
Road detection from the perspective of moving vehicles is a challenging issue in autonomous driving. Recently, many deep learning methods spring up for this task because they can e…
A Joint Convolutional Neural Networks and Context Transfer for Street Scenes Labeling
Qi Wang, Junyu Gao, Yuan Yuan
Street scene understanding is an essential task for autonomous driving. One important step towards this direction is scene labeling, which annotates each pixel in the images with a…
Early Action Prediction with Generative Adversarial Networks
Dong Wang, Yuan Yuan, Qi Wang
Action Prediction is aimed to determine what action is occurring in a video as early as possible, which is crucial to many online applications, such as predicting a traffic acciden…