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Anchor-Free Person Search Yichao Yan1* †, Jinpeng Li1*, Jie Qin1†, Song Bai2, Shengcai Liao1, Li Liu1, Fan Zhu1, and Ling Shao1 1 Inception Institute of Artificial Intelligence (IIAI), UAE 2 University of Oxford, UK {yanyichao91, ljpadam, qinjiebuaa, songbai.site}@gmail....
其中设计了一个anchor-free检测模型以及一个aligned feature aggregation (AFA)模块。具体而言:AFA利用了可变卷积(deformable convolution)和特征融合来改造FPN,解决区域、尺寸的不对齐问题。作者也优化了两个子任务的训练过程,让网络去学习更加鲁邦的reid特征映射。 Feature-Aligned Person Search Networks (1) Framework O...
This is the implementation for Anchor-Free Person Search in CVPR2021 and its extended version Efficient Person Search: An Anchor-Free Approach. A brief introduction in Chinese can be found at https://zhuanlan.zhihu.com/p/359617800 License This project is released under the Apache 2.0 license. ...
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address the problem of fine-grained understanding of target pedestrians in complex scenes and small sizes,this paper proposes a Deformable-Attention-based Anchor-free Person Search model(DAAPS).Fully Convolutional One-Stage(FCOS),as a classic Anchor-free detector,is chosen as the model's ...
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