Manal Al Ghamdi — accepted AI-conference papers

2020

Multi-Resolution Overlapping Stripes Network for Person Re-Identification

Arda Efe Okay, Manal Al Ghamdi, Robert Westendorp, Mohamed Abdel-Mottaleb

ICASSP 2020accepted

This paper addresses the person re-identification (PReID) problem by combining global and local information at multiple feature resolutions with different loss functions. Many previous studies address this problem using either part-based features or global features. In case of part-based representat…

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2019

Semi-supervised Transfer Learning for Convolutional Neural Networks for Glaucoma Detection

Manal Al Ghamdi, Mingqi Li, Mohamed Abdel-Mottaleb, Mohamed Abou Shousha

ICASSP 2019accepted

Convolutional neural network (CNN) can be applied in glaucoma detection for achieving good performance. However, its performance depends on the availability of a large number of the labelled samples for its training phase. To solve this problem, this paper present a semi-supervised transfer learning…

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