Search Results for author: Georgy Gimel'farb

Found 2 papers, 1 papers with code

Alzheimer's Disease Diagnostics by a Deeply Supervised Adaptable 3D Convolutional Network

1 code implementation2 Jul 2016 Ehsan Hosseini-Asl, Georgy Gimel'farb, Ayman El-Baz

The 3D-CNN is built upon a 3D convolutional autoencoder, which is pre-trained to capture anatomical shape variations in structural brain MRI scans.

General Classification Hippocampus +1

Texture Modelling with Nested High-order Markov-Gibbs Random Fields

no code implementations8 Oct 2015 Ralph Versteegen, Georgy Gimel'farb, Patricia Riddle

We introduce the use of local binary patterns as features in MGRF texture models, and generalise them by learning offsets to the surrounding pixels.

Texture Synthesis Vocal Bursts Intensity Prediction

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