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Multi-Prototype Guided Source-Free Domain Adaptive Object Detection for Autonomous Driving 期刊论文
https://ieeexplore.ieee.org/document/10336548/, 2024, 卷号: 9, 期号: 1, 页码: 1589-1601
作者:  Siqi Zhang;  Lu Zhang;  Guangsen Li;  Pengcheng Li;  Zhiyong Liu
Adobe PDF(4349Kb)  |  收藏  |  浏览/下载：49/16  |  提交时间：2024/06/06
Prototypes  Labeling  Object detection  Adaptation models  Detectors  Noise measurement  Task analysis  Object detection  self training  source-free domain adaptation  transfer learning  
Frequency-based pseudo-domain generation for domain generalizable object detection 期刊论文
NEUROCOMPUTING, 2023, 卷号: 542, 页码: 12
作者:  Zhang, Siqi;  Zhang, Lu;  Liu, Zhi-Yong
Adobe PDF(3838Kb)  |  收藏  |  浏览/下载：156/15  |  提交时间：2023/11/17
Domain generalization  Object detection  Transfer learning  Self-Supervised learning  
Incremental few-shot object detection via knowledge transfer 期刊论文
PATTERN RECOGNITION LETTERS, 2022, 卷号: 156, 页码: 67-73
作者:  Feng, Hangtao;  Zhang, Lu;  Yang, Xu;  Liu, Zhiyong
Adobe PDF(1094Kb)  |  收藏  |  浏览/下载：230/19  |  提交时间：2022/07/25
Machine learning  Convolutional neural networks  Transfer learning  Incremental few-shot object detection  
Weakly Aligned Feature Fusion for Multimodal Object Detection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Zhang, Lu;  Liu, Zhiyong;  Zhu, Xiangyu;  Song, Zhan;  Yang, Xu;  Lei, Zhen;  Qiao, Hong
Adobe PDF(19222Kb)  |  收藏  |  浏览/下载：254/9  |  提交时间：2022/01/27
Object detection  Feature extraction  Detectors  Robustness  Cameras  Automation  Training  Deep learning  feature fusion  multimodal object detection  pedestrian detection