Search Results for author: Manuel J. Marin-Jimenez

Found 6 papers, 3 papers with code

iLGaCo: Incremental Learning of Gait Covariate Factors

no code implementations31 Aug 2020 Zihao Mu, Francisco M. Castro, Manuel J. Marin-Jimenez, Nicolas Guil, Yan-ran Li, Shiqi Yu

In this paper, we propose iLGaCo, the first incremental learning approach of covariate factors for gait recognition, where the deep model can be updated with new information without re-training it from scratch by using the whole dataset.

Gait Recognition Incremental Learning

Lightweight Structure-Aware Attention for Visual Understanding

no code implementations29 Nov 2022 Heeseung Kwon, Francisco M. Castro, Manuel J. Marin-Jimenez, Nicolas Guil, Karteek Alahari

Vision Transformers (ViTs) have become a dominant paradigm for visual representation learning with self-attention operators.

Representation Learning

Cross-Modality Gait Recognition: Bridging LiDAR and Camera Modalities for Human Identification

no code implementations4 Apr 2024 Rui Wang, Chuanfu Shen, Manuel J. Marin-Jimenez, George Q. Huang, Shiqi Yu

Current gait recognition research mainly focuses on identifying pedestrians captured by the same type of sensor, neglecting the fact that individuals may be captured by different sensors in order to adapt to various environments.

Gait Recognition

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