Search Results for author: Mohammed E. Fathy

Found 3 papers, 0 papers with code

TDT: Teaching Detectors to Track without Fully Annotated Videos

no code implementations11 May 2022 Shuzhi Yu, Guanhang Wu, Chunhui Gu, Mohammed E. Fathy

However, their success depends on the availability of videos that are fully annotated with tracking data, which is expensive and hard to obtain.

Multi-Object Tracking

Hierarchical Metric Learning and Matching for 2D and 3D Geometric Correspondences

no code implementations ECCV 2018 Mohammed E. Fathy, Quoc-Huy Tran, M. Zeeshan Zia, Paul Vernaza, Manmohan Chandraker

Further, we propose to use activation maps at different layers of a CNN, as an effective and principled replacement for the multi-resolution image pyramids often used for matching tasks.

Geometric Matching Metric Learning +1

Fundamental Matrix Estimation: A Study of Error Criteria

no code implementations24 Jun 2017 Mohammed E. Fathy, Ashraf S. Hussein, Mohammed F. Tolba

In addition, a new error criterion, Kanatani distance, was proposed and was proved to be the most effective for use during the outlier removal phase from accuracy and efficiency perspectives.

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