Search Results for author: Alsehaim

Found 2 papers, 2 papers with code

VID-Trans-ReID: Enhanced Video Transformers for Person Re-identification

1 code implementation BMVC 2022 Alsehaim, A.; Breckon, T.

The key challenge within person Re-ID is extracting a robust feature representation that is invariant to the challenges of pose and illumination variation across multiple camera viewpoints.

Video-Based Person Re-Identification

Re-ID-AR: Improved Person Re-identification in Video via Joint Weakly Supervised Action Recognition

1 code implementation BMVC 2021 Alsehaim, A., Breckon, T.P.

Our consideration of Re-ID and action recognition as a multi-task problem results in a multi-branch 2D CNN architecture that outperforms prior work in the field (rank-1 (mAP) – MARS: 93. 21%(87. 23%), LPW: 79. 60%) without any reliance 3D convolutions or multi-stream networks architectures as found in other contemporary work.

Person Re-Identification Video Understanding +1

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