Search Results for author: Dimitri Perrin

Found 6 papers, 1 papers with code

A Multiple Decoder CNN for Inverse Consistent 3D Image Registration

no code implementations15 Feb 2020 Abdullah Nazib, Clinton Fookes, Olivier Salvado, Dimitri Perrin

The recent application of deep learning technologies in medical image registration has exponentially decreased the registration time and gradually increased registration accuracy when compared to their traditional counterparts.

Image Registration Medical Image Registration

A Comparative Analysis of Registration Tools: Traditional vs Deep Learning Approach on High Resolution Tissue Cleared Data

no code implementations19 Oct 2018 Abdullah Nazib, Clinton Fookes, Dimitri Perrin

In this paper, we investigate and compare the performance of a deep learning based registration method with traditional optimization based methods on samples from tissue-clearing methods.

Computer Vision Image Registration

Performance of Image Registration Tools on High-Resolution 3D Brain Images

no code implementations13 Jul 2018 Abdullah Nazib, James Galloway, Clinton Fookes, Dimitri Perrin

Recent progress in tissue clearing has allowed for the imaging of entire organs at single-cell resolution.

Image Registration

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