Aug 31, 2019 · Abstract:Recent efforts have shown promising results for person re-identification by designing part-based architectures to allow a neural ...

In this paper, we present our perspective of incorporating non-local operations with second-order statistics in Con- volutional Neural Networks (CNN) as the ...

Recent efforts have shown promising results for person re-identification by designing part-based architectures to allow a neural network to learn ...

This paper proposes a novel attention mechanism to directly model long-range relationships via second-order feature statistics viaSecond order feature ...

To address this issue, in this paper, we propose a second-order attention network (SAN) for more powerful feature expression and feature correlation learning.

Mar 5, 2024 · Bibliographic details on Second-Order Non-Local Attention Networks for Person Re-Identification.

Second, both residual and con- catenation connections are local operations, neglecting the long-range relation- ships between different layers of feature maps.

Zhang et al. [27] presented second-order nonlocal attention (SONA), which can connect local information through second-order features. Li et al.

In this paper, we propose a novel Part-aware Attention Network (PAN) to connect part feature maps and middle-level features. Given a part feature map and a ...

Jun 22, 2021 · Second-order non-local attention networks for person re-identification; Proceedings of the IEEE/CVF International Conference on Computer ...