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A loss-balanced multi-task model for simultaneous detection and segmentation 期刊论文
NEUROCOMPUTING, 2021, 卷号: 428, 页码: 65-78
Authors:  Zhang, Wenwen;  Wang, Kunfeng;  Wang, Yutong;  Yan, Lan;  Wang, Fei-Yue
Favorite  |  View/Download:21/0  |  Submit date:2021/03/15
Object detection  Semantic segmentation  Multi-task learning  Scene understanding  
Universal adversarial perturbations against object detection 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 页码: 12
Authors:  Li, Debang;  Zhang, Junge;  Huang, Kaiqi
Favorite  |  View/Download:19/0  |  Submit date:2021/01/06
Adversarial examples  Object detection  Universal adversarial perturbation  
A Virtual-Real Interaction Approach to Object Instance Segmentation in Traffic Scenes 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 2, 页码: 863-875
Authors:  Zhang, Hui;  Luo, Guiyang;  Tian, Yonglin;  Wang, Kunfeng;  He, Haibo;  Wang, Fei-Yue
Favorite  |  View/Download:0/0  |  Submit date:2021/03/29
Image segmentation  Annotations  Computational modeling  Automation  Object detection  Visualization  Instance segmentation  virtual-real interaction  synthetic images  distribution discrepancy  autonomous vehicles  
Automated Silicon-Substrate Ultra-Microtome for Automating the Collection of Brain Sections in Array Tomography 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 卷号: 8, 期号: 2, 页码: 389-401
Authors:  Cheng, Long;  Liu, Weizhou;  Zhou, Chao;  Zou, Yongxiang;  Hou, Zeng-Guang
Adobe PDF(17687Kb)  |  Favorite  |  View/Download:7/0  |  Submit date:2021/03/08
Array tomography  automatic collection system  brain sections  microscopic object detection  serial section  
PrGCN: Probability prediction with graph convolutional network for person re-identification 期刊论文
NEUROCOMPUTING, 2021, 卷号: 423, 页码: 57-70
Authors:  Liu, Hongmin;  Xiao, Zhenzhen;  Fan, Bin;  Zeng, Hui;  Zhang, Yifan;  Jiang, Guoquan
Favorite  |  View/Download:5/0  |  Submit date:2021/03/08
Person re-identification  Graph convolutional network  Link probability prediction  Similarity measurement  
AutoDet: Pyramid Network Architecture Search for Object Detection 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2021, 页码: 19
Authors:  Li, Zhihang;  Xi, Teng;  Zhang, Gang;  Liu, Jingtuo;  He, Ran
Favorite  |  View/Download:18/0  |  Submit date:2021/03/01
Object detection  Neural architecture search  Feature pyramids  
Consistent scale normalization for object perception 期刊论文
APPLIED INTELLIGENCE, 2021, 页码: 13
Authors:  He, Zewen;  Huang, He;  Wu, Yudong;  Yang, Xuebing;  Zhang, Wensheng
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Object detection  Scale variation  Scale normalization  Feature Pyramid Network (FPN)  
Boost 3D Object Detection via Point Clouds Segmentation and Fused 3D GIoU-L1 Loss 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 期号: 无, 页码: 无
Authors:  Yaran Chen;  Haoran Li;  Ruiyuan Gao;  Dongbin Zhao
Favorite  |  View/Download:26/0  |  Submit date:2020/10/19
3D object detection, GIoU loss, Segmentation  
CNN-G: convolutional neural network combined with graph for image segmentation with theoretical analysis 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Lu, Yi;  Chen, Yaran;  Zhao, Dongbin;  Liu, Bao;  Lai, Zhichao;  Chen, Jianxin
View  |  Adobe PDF(5636Kb)  |  Favorite  |  View/Download:40/3  |  Submit date:2020/10/19
Graph neural network, image segmentation, self-attention, structure pattern learning.  
MGRL: Graph neural network based inference in a Markov network with Reinforcement Learning for visual navigation 期刊论文
Neurocomputing, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Lu, Yi;  Chen, Yaran;  Zhao, Dongbin;  Li, Dong
View  |  Adobe PDF(976Kb)  |  Favorite  |  View/Download:34/2  |  Submit date:2020/10/19
Visual navigation, graph neural network, Markov network, reinforcement learning, probabilistic graph model