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SLMS-SSD: Improving the balance of semantic and spatial information in object detection 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 206, 页码: 10
Authors:  Wang, Kunfeng;  Wang, Yadong;  Zhang, Shuqin;  Tian, Yonglin;  Li, Dazi
Favorite  |  View/Download:27/0  |  Submit date:2022/09/19
Object detection  Deep learning  Multi-scale feature selection  Self-learning feature fusion  
Contour loss for instance segmentation via k-step distance transformation image 期刊论文
IET COMPUTER VISION, 2022, 页码: 11
Authors:  Guo, Xiaolong;  Lan, Xiaosong;  Wang, Kunfeng;  Li, Shuxiao
Favorite  |  View/Download:27/0  |  Submit date:2022/07/25
Multi-object tracking with hard-soft attention network and group-based cost minimization 期刊论文
NEUROCOMPUTING, 2021, 卷号: 447, 页码: 80-91
Authors:  Liu, Yating;  Li, Xuesong;  Bai, Tianxiang;  Wang, Kunfeng;  Wang, Fei-Yue
Adobe PDF(2352Kb)  |  Favorite  |  View/Download:74/3  |  Submit date:2021/08/15
Multi-object tracking  Attention mechanism  Unary and binary costs  Appearance-motion affinity  
Context-Aware Dynamic Feature Extraction for 3D Object Detection in Point Clouds 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 13
Authors:  Tian, Yonglin;  Huang, Lichao;  Yu, Hui;  Wu, Xiangbin;  Li, Xuesong;  Wang, Kunfeng;  Wang, Zilei;  Wang, Fei-Yue
Favorite  |  View/Download:26/0  |  Submit date:2022/01/27
Three-dimensional displays  Feature extraction  Convolution  Proposals  Kernel  Laser radar  Semantics  Point clouds  3D detection  dynamic network  context features  
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:97/0  |  Submit date:2021/03/15
Object detection  Semantic segmentation  Multi-task learning  Scene understanding  
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:52/0  |  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  
GAN-Based Key Secret-Sharing Scheme in Blockchain 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 1, 页码: 393-404
Authors:  Zheng, Wenbo;  Wang, Kunfeng;  Wang, Fei-Yue
Favorite  |  View/Download:63/0  |  Submit date:2021/03/01
DNA  Gallium nitride  Blockchain  Cryptography  Generative adversarial networks  Encoding  Training  Classification  generative adversarial network (GAN)  image segmentation  secret sharing  
Adaptive and azimuth-aware fusion network of multimodal local features for 3D object detection 期刊论文
NEUROCOMPUTING, 2020, 卷号: 411, 页码: 32-44
Authors:  Tian, Yonglin;  Wang, Kunfeng;  Wang, Yuang;  Tian, Yulin;  Wang, Zilei;  Wang, Fei-Yue
Favorite  |  View/Download:60/0  |  Submit date:2021/01/07
3D object detection  Point cloud  Multimodal fusion  Ground plane fitting  
A parallel vision approach to scene-specific pedestrian detection 期刊论文
NEUROCOMPUTING, 2020, 卷号: 394, 页码: 114-126
Authors:  Zhang, Wenwen;  Wang, Kunfeng;  Liu, Yating;  Lu, Yue;  Wang, Fei-Yue
Adobe PDF(4090Kb)  |  Favorite  |  View/Download:116/3  |  Submit date:2020/06/22
Pedestrian detection  Specific scene  Synthetic data  Video surveillance  Parallel vision  
A novel background subtraction algorithm based on parallel vision and Bayesian GANs 期刊论文
NEUROCOMPUTING, 2020, 卷号: 394, 页码: 178-200
Authors:  Zheng, Wenbo;  Wang, Kunfeng;  Wang, Fei-Yue
Favorite  |  View/Download:120/0  |  Submit date:2020/06/22
Background subtraction  Background model  Bayesian generative adversarial network  Convolutional neural networks  Parallel vision