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HUMAN4D: A Human-Centric Multimodal Dataset for Motions and Immersive Media


Oct 19, 2021
Anargyros Chatzitofis, Leonidas Saroglou, Prodromos Boutis, Petros Drakoulis, Nikolaos Zioulis, Shishir Subramanyam, Bart Kevelham, Caecilia Charbonnier, Pablo Cesar, Dimitrios Zarpalas, Stefanos Kollias, Petros Daras

* IEEE Access, 8, 176241-176262, 2020 

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DeepMoCap: Deep Optical Motion Capture Using Multiple Depth Sensors and Retro-Reflectors


Oct 14, 2021
Anargyros Chatzitofis, Dimitrios Zarpalas, Stefanos Kollias, Petros Daras

* Sensors, 19(2), 282, 2019 

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MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis


Jun 21, 2021
Dimitrios Kollias, Anastasios Arsenos, Levon Soukissian, Stefanos Kollias


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AI-enabled Efficient and Safe Food Supply Chain


May 01, 2021
Ilianna Kollia, Jack Stevenson, Stefanos Kollias


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An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth


Dec 07, 2020
Bashar Alhnaity, Stefanos Kollias, Georgios Leontidis, Shouyong Jiang, Bert Schamp, Simon Pearson


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A compact sequence encoding scheme for online human activity recognition in HRI applications


Dec 01, 2020
Georgios Tsatiris, Kostas Karpouzis, Stefanos Kollias


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Multi-Source Deep Domain Adaptation for Quality Control in Retail Food Packaging


Jan 28, 2020
Mamatha Thota, Stefanos Kollias, Mark Swainson, Georgios Leontidis

* 8 pages, 3 figures, 7 tables 

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A Unified Deep Learning Approach for Prediction of Parkinson's Disease


Nov 25, 2019
James Wingate, Ilianna Kollia, Luc Bidaut, Stefanos Kollias


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Using Deep Learning to Predict Plant Growth and Yield in Greenhouse Environments


Jul 01, 2019
Bashar Alhnaity, Simon Pearson, Georgios Leontidis, Stefanos Kollias

* 8 pages, 2 figures, 1 table. arXiv admin note: text overlap with arXiv:1807.11809, arXiv:1707.00666 by other authors 

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Capsule Routing via Variational Bayes


May 27, 2019
Fabio De Sousa Ribeiro, Georgios Leontidis, Stefanos Kollias


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A Scalable Test Suite for Continuous Dynamic Multiobjective Optimisation


Mar 06, 2019
Shouyong Jiang, Marcus Kaiser, Shengxiang Yang, Stefanos Kollias, Natalio Krasnogor

* IEEE Transactions on Cybernetics, 2019 
* 19 pages, 22 figures and 7 tables 

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Predicting Parkinson's Disease using Latent Information extracted from Deep Neural Networks


Jan 23, 2019
Ilianna Kollia, Andreas-Georgios Stafylopatis, Stefanos Kollias


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Deep Bayesian Uncertainty Estimation for Adaptation and Self-Annotation of Food Packaging Images


Nov 26, 2018
Fabio De Sousa Ribeiro, Francesco Caliva, Mark Swainson, Kjartan Gudmundsson, Georgios Leontidis, Stefanos Kollias

* 15 pages, 6 figures, 5 tables 

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Towards a Deep Unified Framework for Nuclear Reactor Perturbation Analysis


Sep 08, 2018
Fabio De Sousa Ribeiro, Francesco Caliva, Dionysios Chionis, Abdelhamid Dokhane, Antonios Mylonakis, Christophe Demaziere, Georgios Leontidis, Stefanos Kollias

* 8 pages, 8 figures, 5 tables; typos corrected, added references, minor alterations, results unchanged 

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