Search Results for author: Mohamed Saeed

Found 3 papers, 1 papers with code

Investigating the Challenges of Class Imbalance and Scale Variation in Object Detection in Aerial Images

no code implementations5 Feb 2022 Ahmed Elhagry, Mohamed Saeed

While object detection is a common problem in computer vision, it is even more challenging when dealing with aerial satellite images.

Object object-detection +1

Contrastive Pretraining for Echocardiography Segmentation with Limited Data

1 code implementation16 Jan 2022 Mohamed Saeed, Rand Muhtaseb, Mohammad Yaqub

Our results show that contrastive pretraining helps improve the performance on left ventricle segmentation, particularly when annotated data is scarce.

Contrastive Learning Image Segmentation +4

Lighter Stacked Hourglass Human Pose Estimation

no code implementations28 Jul 2021 Ahmed Elhagry, Mohamed Saeed, Musie Araia

The main focus of their approach is to capture as much information as it can at all possible scales so that a coherent understanding of the local features and full-body location is achieved.

Action Recognition Object Tracking +1

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