465 citations · 525 across the 7 of their papers we have counts for
6 papers · 1 filter
DuMLP-Pin: A Dual-MLP-dot-product Permutation-invariant Network for Set Feature Extraction
Jiajun Fei, Ziyu Zhu, Wenlei Liu +4
Existing permutation-invariant methods can be divided into two categories according to the aggregation scope, i.e. global aggregation and local one. Although the global aggregation…
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…
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…