Oct 19, 2022 · This paper proposes a Siamese Mobile Vision Transformer (SMViT). This model not only focuses on the local characteristics of the human gait space.
Feb 10, 2023 · This paper proposes a Siamese mobile vision transformer (SMViT). This model not only focuses on the local characteristics of the human gait space.
Oct 20, 2022 · Abstract: While the Vision Transformer has been used in gait recognition, its application in multi-view gait recognition is still limited.
Feb 1, 2023 · The algorithm employs multiple complex teacher models to train gait images from a single view, extracting inter-class relationships that ... [ ...
The experimental results show that SMViT can attain state-of-the-art performance compared to advanced step recognition models such as GaitGAN, ...
Oct 19, 2022 · In addition, it describes how different perspectives affect gait characteristics and generate reliable perspective feature relationship factors.
2 days ago · This model not only focuses on the local characteristics of the human gait space, but also considers the characteristics of long-distance ...
While the Vision Transformer has been used in gait recognition, its application in multi-view gait recognition is still limited.
Multi-view Gait Recognition based on Siamese Vision Transformer. [arXiv-22] ... Silhouette-based view-embeddings for gait recognition under multiple views.
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Yang et al. [29] presented a novel approach for gait recognition by combining Siamese neural networks with a variant Mobile Vision Transformer model (SMViT).