Search Results for author: Seoin Chai

Found 1 papers, 0 papers with code

Reducing Textural Bias Improves Robustness of Deep Segmentation Models

no code implementations30 Nov 2020 Seoin Chai, Daniel Rueckert, Ahmed E. Fetit

In this thorough empirical study, we draw inspiration from findings on natural images and investigate ways in which addressing the textural bias phenomenon could bring up the robustness of deep segmentation models when applied to three-dimensional (3D) medical data.

Image Classification Segmentation +1

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