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Alan F. Smeaton

Dublin City University

Chinese Character Decomposition for Neural MT with Multi-Word Expressions


Apr 09, 2021
Lifeng Han, Gareth J. F. Jones, Alan F. Smeaton, Paolo Bolzoni

* Accepted to publish in NoDaLiDa2021 

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Attention-Based Neural Networks for Chroma Intra Prediction in Video Coding


Feb 09, 2021
Marc G贸rriz, Saverio Blasi, Alan F. Smeaton, Noel E. O'Connor, Marta Mrak

* IEEE Journal of Selected Topics in Signal Processing, 2020 

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Detecting Deepfake Videos Using Euler Video Magnification


Jan 27, 2021
Rashmiranjan Das, Gaurav Negi, Alan F. Smeaton

* Presented at Electronic Imaging: Media Watermarking, Security, and Forensics, 27 January 2021, 6 pages, 6 figures 

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Attention Based Video Summaries of Live Online Zoom Classes


Jan 15, 2021
Hyowon Lee, Mingming Liu, Hamza Riaz, Navaneethan Rajasekaren, Michael Scriney, Alan F. Smeaton

* Presented at AAAI-2021 Workshop on AI Education: "Imagining Post-COVID Education with AI" (TIPCE-2021). 9 pages, 5 figures 

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Overview of MediaEval 2020 Predicting Media Memorability Task: What Makes a Video Memorable?


Dec 31, 2020
Alba Garc铆a Seco De Herrera, Rukiye Savran Kiziltepe, Jon Chamberlain, Mihai Gabriel Constantin, Claire-H茅l猫ne Demarty, Faiyaz Doctor, Bogdan Ionescu, Alan F. Smeaton

* MediaEval Multimedia Benchmark Workshop Working Notes, 14-15 December 2020 
* 3 pages, 1 Figure 

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Investigating Memorability of Dynamic Media


Dec 31, 2020
Phuc H. Le-Khac, Ayush K. Rai, Graham Healy, Alan F. Smeaton, Noel E. O'Connor

* MediaEval Multimedia Benchmark Workshop Working Notes, 14-15 December 2020 
* 3 pages, 1 figure. 1 table 

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Leveraging Audio Gestalt to Predict Media Memorability


Dec 31, 2020
Lorin Sweeney, Graham Healy, Alan F. Smeaton

* MediaEval Multimedia Benchmark Workshop Working Notes, 14-15 December 2020 
* 3 pages, 1 Figure, 2 Tables 

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Using GANs to Synthesise Minimum Training Data for Deepfake Generation


Nov 10, 2020
Simranjeet Singh, Rajneesh Sharma, Alan F. Smeaton

* 13 pages, 6 figures, 2 tables, appears in Proceedings of 28th Irish Conference on Artificial Intelligence and Cognitive Science AICS2020, December 2020 

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Contrastive Representation Learning: A Framework and Review


Oct 27, 2020
Phuc H. Le-Khac, Graham Healy, Alan F. Smeaton

* 28 pages, 9 figures, update with the accepted version in IEEE Access 

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A Comparative Study of Existing and New Deep Learning Methods for Detecting Knee Injuries using the MRNet Dataset


Oct 05, 2020
David Azcona, Kevin McGuinness, Alan F. Smeaton


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TRECVID 2019: An Evaluation Campaign to Benchmark Video Activity Detection, Video Captioning and Matching, and Video Search & Retrieval


Sep 21, 2020
George Awad, Asad A. Butt, Keith Curtis, Yooyoung Lee, Jonathan Fiscus, Afzal Godil, Andrew Delgado, Jesse Zhang, Eliot Godard, Lukas Diduch, Alan F. Smeaton, Yvette Graham, Wessel Kraaij, Georges Quenot

* TRECVID Workshop overview paper. 39 pages 

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Tracking Skin Colour and Wrinkle Changes During Cosmetic Product Trials Using Smartphone Images


Aug 04, 2020
Alan F. Smeaton, Swathikiran Srungavarapu, Cyril Messaraa, Claire Tansey

* 17 pages, 12 figures, 3 tables. This is the submitted version, the definitive published version is at https://onlinelibrary.wiley.com/doi/abs/10.1111/srt.12928 

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Utilising Visual Attention Cues for Vehicle Detection and Tracking


Jul 31, 2020
Feiyan Hu, Venkatesh G M, Noel E. O'Connor, Alan F. Smeaton, Suzanne Little

* Accepted in ICPR2020 

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Chroma Intra Prediction with attention-based CNN architectures


Jun 27, 2020
Marc G贸rriz, Saverio Blasi, Alan F. Smeaton, Noel E. O'Connor, Marta Mrak

* 27th IEEE International Conference on Image Processing, 25-28 Oct 2020, Abu Dhabi, United Arab Emirates 

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Interpreting CNN for Low Complexity Learned Sub-pixel Motion Compensation in Video Coding


Jun 11, 2020
Luka Murn, Saverio Blasi, Alan F. Smeaton, Noel E. O'Connor, Marta Mrak

* 27th IEEE International Conference on Image Processing, 25-28 Oct 2020, Abu Dhabi, United Arab Emirates 

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MultiMWE: Building a Multi-lingual Multi-Word Expression (MWE) Parallel Corpora


May 21, 2020
Lifeng Han, Gareth J. F. Jones, Alan F. Smeaton

* Accepted to LREC2020 

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A Neuro-AI Interface for Evaluating Generative Adversarial Networks


Apr 06, 2020
Zhengwei Wang, Qi She, Alan F. Smeaton, Tomas E. Ward, Graham Healy

* Accepted by ICLR 2020 Workshop Bridging AI and Cognitive Science (BAICS). arXiv admin note: substantial text overlap with arXiv:1905.04243 

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Optimised Convolutional Neural Networks for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications


Mar 30, 2020
Eoin Brophy, Willie Muehlhausen, Alan F. Smeaton, Tomas E. Ward


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End-to-End Conditional GAN-based Architectures for Image Colourisation


Sep 05, 2019
Marc G贸rriz, Marta Mrak, Alan F. Smeaton, Noel E. O'Connor

* IEEE 21st International Workshop on Multimedia Signal Processing, 27-29 Sept 2019, Kuala Lumpur, Malaysia 

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Neuroscore: A Brain-inspired Evaluation Metric for Generative Adversarial Networks


May 10, 2019
Zhengwei Wang, Qi She, Alan F. Smeaton, Tomas E. Ward, Graham Healy


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Spatial Filtering Pipeline Evaluation of Cortically Coupled Computer Vision System for Rapid Serial Visual Presentation


Jan 15, 2019
Zhengwei Wang, Graham Healy, Alan F. Smeaton, Tomas E. Ward


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An Interpretable Machine Vision Approach to Human Activity Recognition using Photoplethysmograph Sensor Data


Dec 03, 2018
Eoin Brophy, Jos茅 Juan Dominguez Veiga, Zhengwei Wang, Alan F. Smeaton, Tomas E. Ward

* 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science 

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Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation


Nov 10, 2018
Zhengwei Wang, Graham Healy, Alan F. Smeaton, Tomas E. Ward


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Exploring EEG for Object Detection and Retrieval


Apr 09, 2015
Eva Mohedano, Amaia Salvador, Sergi Porta, Xavier Gir贸-i-Nieto, Graham Healy, Kevin McGuinness, Noel O'Connor, Alan F. Smeaton

* This preprint is the full version of a short paper accepted in the ACM International Conference on Multimedia Retrieval (ICMR) 2015 (Shanghai, China) 

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Object Segmentation in Images using EEG Signals


Aug 19, 2014
Eva Mohedano, Graham Healy, Kevin McGuinness, Xavier Giro-i-Nieto, Noel E. O'Connor, Alan F. Smeaton

* This is a preprint version prior to submission for peer-review of the paper accepted to the 22nd ACM International Conference on Multimedia (November 3-7, 2014, Orlando, Florida, USA) for the High Risk High Reward session. 10 pages 

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