Search Results for author: Abdelwahed Khamis

Found 6 papers, 3 papers with code

OCHID-Fi: Occlusion-Robust Hand Pose Estimation in 3D via RF-Vision

1 code implementation ICCV 2023 Shujie Zhang, Tianyue Zheng, Zhe Chen, Jingzhi Hu, Abdelwahed Khamis, Jiajun Liu, Jun Luo

To overcome the challenge in labeling RF imaging given its human incomprehensible nature, OCHID-Fi employs a cross-modality and cross-domain training process.

3D Pose Estimation Hand Pose Estimation

Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey

1 code implementation8 May 2023 Abdelwahed Khamis, Russell Tsuchida, Mohamed Tarek, Vivien Rolland, Lars Petersson

This paper is about where and how optimal transport is used in machine learning with a focus on the question of scalable optimal transport.

Topological Deep Learning: A Review of an Emerging Paradigm

no code implementations8 Feb 2023 Ali Zia, Abdelwahed Khamis, James Nichols, Zeeshan Hayder, Vivien Rolland, Lars Petersson

The summaries obtained by these methods are principled global descriptions of multi-dimensional data whilst exhibiting stable properties such as robustness to deformation and noise.

Topological Data Analysis

Deep Learning for Radio-based Human Sensing: Recent Advances and Future Directions

no code implementations23 Oct 2020 Isura Nirmal, Abdelwahed Khamis, Mahbub Hassan, Wen Hu, Xiaoqing Zhu

While decade-long research has clearly demonstrated the vast potential of radio frequency (RF) for many human sensing tasks, scaling this technology to large scenarios remained problematic with conventional approaches.

Cannot find the paper you are looking for? You can Submit a new open access paper.