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A Novel Data Augmentation Scheme for Pedestrian Detection with Attribute Preserving GAN 期刊论文
Neurocomputing, 2020, 卷号: 401, 期号: 11, 页码: 123-132
Authors:  Liu, Songyan;  Guo, Haiyun;  Hu, Jian-Guo;  Zhao, Xu;  Zhao, Chaoyang;  Wang, Tong;  Zhu, Yousong;  Wang, Jinqiao;  Tang, Ming
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Generative Adversarial Networks  Pedestrian detection  Data augmentation  
基于对抗学习的图像生成和识别方法研究 学位论文
, 中国科学院大学: 中国科学院大学, 2020
Authors:  刘松岩
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对抗学习  图像生成  图像识别  数据增强  行人检测  领域自适应  目标重识别  深度学习  
Adversarial image generation by combining content and style 期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 14, 页码: 2716-2723
Authors:  Liu, Songyan;  Zhao, Chaoyang;  Gao, Yunze;  Wang, Jinqiao;  Tang, Ming
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image recognition  feature extraction  learning (artificial intelligence)  image texture  adversarial image generation  unique style  reference images  style feature extraction module  style specific image generation model  double-cycle training strategy  natural-content pairs  input natural images  style exchange  style-exchanged images  licence-plate image  handbags images