Search Results for author: Kshitij Nikhal

Found 4 papers, 1 papers with code

HashReID: Dynamic Network with Binary Codes for Efficient Person Re-identification

no code implementations23 Aug 2023 Kshitij Nikhal, Yujunrong Ma, Shuvra S. Bhattacharyya, Benjamin S. Riggan

Using our approach, more than 70% of the samples with compact hash codes exit early on the Market1501 dataset, saving 80% of the networks computational cost and improving over other hash-based methods by 60%.

Code Generation Person Re-Identification +1

Weakly Supervised Face and Whole Body Recognition in Turbulent Environments

no code implementations22 Aug 2023 Kshitij Nikhal, Benjamin S. Riggan

Face and person recognition have recently achieved remarkable success under challenging scenarios, such as off-pose and cross-spectrum matching.

Face Identification Person Recognition

Understanding Cross Domain Presentation Attack Detection for Visible Face Recognition

no code implementations3 Nov 2021 Jennifer Hamblin, Kshitij Nikhal, Benjamin S. Riggan

Instead, we propose a method that exploits information from infrared imagery during training to increase the discriminability of visible-based presentation attack detection systems.

Domain Adaptation Face Recognition

Unsupervised Attention Based Instance Discriminative Learning for Person Re-Identification

1 code implementation3 Nov 2020 Kshitij Nikhal, Benjamin S. Riggan

Recent advances in person re-identification have demonstrated enhanced discriminability, especially with supervised learning or transfer learning.

Clustering Transfer Learning +1

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