Search Results for author: Yiwei He

Found 3 papers, 3 papers with code

Out-of-distribution detection based on subspace projection of high-dimensional features output by the last convolutional layer

1 code implementation2 May 2024 Qiuyu Zhu, Yiwei He

Building upon this, we have modified the batch normalization (BN) and ReLU layer preceding the fully connected layer, diminishing their impact on the output feature distributions and thereby widening the distribution gap between ID and OOD data features.

Dimensionality Reduction Out-of-Distribution Detection +1

GaitSet: Cross-view Gait Recognition through Utilizing Gait as a Deep Set

1 code implementation5 Feb 2021 Hanqing Chao, Kun Wang, Yiwei He, Junping Zhang, Jianfeng Feng

In this paper, we present a novel perspective that utilizes gait as a deep set, which means that a set of gait frames are integrated by a global-local fused deep network inspired by the way our left- and right-hemisphere processes information to learn information that can be used in identification.

Gait Recognition

GaitSet: Regarding Gait as a Set for Cross-View Gait Recognition

3 code implementations15 Nov 2018 Hanqing Chao, Yiwei He, Junping Zhang, Jianfeng Feng

In this paper we present a novel perspective, where a gait is regarded as a set consisting of independent frames.

Multiview Gait Recognition

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