Search Results for author: Bryan Williams

Found 5 papers, 1 papers with code

Automatic detection of glaucoma via fundus imaging and artificial intelligence: A review

no code implementations12 Apr 2022 Lauren Coan, Bryan Williams, Krishna Adithya Venkatesh, Swati Upadhyaya, Silvester Czanner, Rengaraj Venkatesh, Colin E. Willoughby, Srinivasan Kavitha, Gabriela Czanner

Namely, can artificial intelligence automatically find the boundaries of the optic cup and disc (providing a so-called segmented fundus image) and then use the segmented image to identify glaucoma with high accuracy.

Recent Advances of Continual Learning in Computer Vision: An Overview

no code implementations23 Sep 2021 Haoxuan Qu, Hossein Rahmani, Li Xu, Bryan Williams, Jun Liu

In contrast to batch learning where all training data is available at once, continual learning represents a family of methods that accumulate knowledge and learn continuously with data available in sequential order.

Continual Learning Knowledge Distillation

Multi-Branch with Attention Network for Hand-Based Person Recognition

1 code implementation4 Aug 2021 Nathanael L. Baisa, Bryan Williams, Hossein Rahmani, Plamen Angelov, Sue Black

In this paper, we propose a novel hand-based person recognition method for the purpose of criminal investigations since the hand image is often the only available information in cases of serious crime such as sexual abuse.

Person Recognition

Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning

no code implementations13 Jan 2021 Nathanael L. Baisa, Bryan Williams, Hossein Rahmani, Plamen Angelov, Sue Black

Our proposed method, Global and Part-Aware Network (GPA-Net), creates global and local branches on the conv-layer for learning robust discriminative global and part-level features.

Person Identification Pose Estimation +1

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