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DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet


Nov 08, 2021
Ali Karaali, Rozenn Dahyot, Donal J. Sexton


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3D point cloud segmentation using GIS


Aug 13, 2021
Chao-Jung Liu, Vladimir Krylov, Rozenn Dahyot

* IMVIP 2018 
* 8 pages 

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Context Aware Object Geotagging


Aug 13, 2021
Chao-Jung Liu, Matej Ulicny, Michael Manzke, Rozenn Dahyot

* IMVIP 2021 
* 8 pages 

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Sliced $\mathcal{L}_2$ Distance for Colour Grading


Feb 18, 2021
Hana Alghamdi, Rozenn Dahyot

* 5 pages, 9 figures 

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Tensor Reordering for CNN Compression


Oct 22, 2020
Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot


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Iterative Nadaraya-Watson Distribution Transfer for Colour Grading


Jun 15, 2020
Hana Alghamdi, Rozenn Dahyot

* 6 pages, 6 figures, 4 tables. arXiv admin note: substantial text overlap with arXiv:2005.09015 

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Patch based Colour Transfer using SIFT Flow


May 18, 2020
Hana Alghamdi, Rozenn Dahyot

* 8 pages, 7 figures, 4 tables 

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Harmonic Convolutional Networks based on Discrete Cosine Transform


Jan 18, 2020
Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot

* arXiv admin note: substantial text overlap with arXiv:1812.03205 

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Performance-Oriented Neural Architecture Search


Jan 09, 2020
Andrew Anderson, Jing Su, Rozenn Dahyot, David Gregg

* The 2019 International Conference on High Performance Computing & Simulation 

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Entropic Regularisation of Robust Optimal Transport


May 29, 2019
Rozenn Dahyot, Hana Alghamdi, Mairead Grogan

* 8 pages 

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Harmonic Networks with Limited Training Samples


Apr 30, 2019
Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot


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AI Pipeline - bringing AI to you. End-to-end integration of data, algorithms and deployment tools


Jan 15, 2019
Miguel de Prado, Jing Su, Rozenn Dahyot, Rabia Saeed, Lorenzo Keller, Noelia Vallez


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Harmonic Networks: Integrating Spectral Information into CNNs


Dec 07, 2018
Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot


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Automatic Discovery and Geotagging of Objects from Street View Imagery


Dec 01, 2017
Vladimir A. Krylov, Eamonn Kenny, Rozenn Dahyot

* Video demo at https://youtu.be/X0tM_iSRJMw 

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Shape Registration with Directional Data


Aug 29, 2017
Mairéad Grogan, Rozenn Dahyot

* Pattern Recognition 79 (2018) 452-466 
* v2: Updated v1 by adding supplementary material 

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Robust Registration of Gaussian Mixtures for Colour Transfer


May 17, 2017
Mairéad Grogan, Rozenn Dahyot


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