38 citations · 40 across the 3 of their papers we have counts for
6 papers
Phase Space Reconstruction Network for Lane Intrusion Action Recognition
Ruiwen Zhang, Zhidong Deng, Hongsen Lin +1
In a complex road traffic scene, illegal lane intrusion of pedestrians or cyclists constitutes one of the main safety challenges in autonomous driving application. In this paper, w…
A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node Classification
Jingyi Wang, Zhidong Deng
Graph convolutional neural network provides good solutions for node classification and other tasks with non-Euclidean data. There are several graph convolutional models that attemp…
DETR for Crowd Pedestrian Detection
Matthieu Lin, Chuming Li, Xingyuan Bu +5
Pedestrian detection in crowd scenes poses a challenging problem due to the heuristic defined mapping from anchors to pedestrians and the conflict between NMS and highly overlapped…
Fast Object Detection in Compressed Video
Shiyao Wang, Hongchao Lu, Zhidong Deng
Object detection in videos has drawn increasing attention since it is more practical in real scenarios. Most of the deep learning methods use CNNs to process each decoded frame in…
Recent progress in semantic image segmentation
Xiaolong Liu, Zhidong Deng, Yuhan Yang
Semantic image segmentation, which becomes one of the key applications in image processing and computer vision domain, has been used in multiple domains such as medical area and in…
SegStereo: Exploiting Semantic Information for Disparity Estimation
Guorun Yang, Hengshuang Zhao, Jianping Shi +2
Disparity estimation for binocular stereo images finds a wide range of applications. Traditional algorithms may fail on featureless regions, which could be handled by high-level cl…