Kevin McGuinness
Orcid: 0000-0003-1336-6477Affiliations:
- Dublin City University
According to our database1,
Kevin McGuinness
authored at least 144 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on twitter.com
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on orcid.org
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on github.com
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on eeng.dcu.ie
On csauthors.net:
Bibliography
2024
Identifying Expert Behavior in Offline Training Datasets Improves Behavioral Cloning of Robotic Manipulation Policies.
IEEE Robotics Autom. Lett., February, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the Medical Image Understanding and Analysis - 28th Annual Conference, 2024
Learning and Reusing Primitive Behaviours to Improve Hindsight Experience Replay Sample Efficiency.
Proceedings of the 10th International Conference on Automation, Robotics and Applications, 2024
An Accurate Detection Is Not All You Need to Combat Label Noise in Web-Noisy Datasets.
Proceedings of the Computer Vision - ECCV 2024, 2024
Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Dexterous robotic manipulation using deep reinforcement learning and knowledge transfer for complex sparse reward-based tasks.
Expert Syst. J. Knowl. Eng., July, 2023
Joint one-sided synthetic unpaired image translation and segmentation for colorectal cancer prevention.
Expert Syst. J. Knowl. Eng., July, 2023
Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers.
Data Min. Knowl. Discov., March, 2023
An Ensemble Deep Learning Approach for COVID-19 Severity Prediction Using Chest CT Scans.
CoRR, 2023
CoRR, 2023
Behaviour Discriminator: A Simple Data Filtering Method to Improve Offline Policy Learning.
CoRR, 2023
CoRR, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Is your noise correction noisy? PLS: Robustness to label noise with two stage detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Hierarchical Reinforcement Learning for In-hand Robotic Manipulation Using Davenport Chained Rotations.
Proceedings of the 9th International Conference on Automation, Robotics and Applications, 2023
Proceedings of the Conference on Robot Learning, 2023
Proceedings of the 34th British Machine Vision Conference 2023, 2023
Proceedings of the 34th British Machine Vision Conference 2023, 2023
Proceedings of the 31st Irish Conference on Artificial Intelligence and Cognitive Science, 2023
2022
Random Data Augmentation based Enhancement: A Generalized Enhancement Approach for Medical Datasets.
CoRR, 2022
CoRR, 2022
Utilizing unsupervised learning to improve sward content prediction and herbage mass estimation.
CoRR, 2022
Unsupervised domain adaptation and super resolution on drone images for autonomous dry herbage biomass estimation.
CoRR, 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the Sixth IEEE International Conference on Robotic Computing, 2022
Evaluation of Automatically Generated Video Captions Using Vision and Language Models.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Embedding Contrastive Unsupervised Features to Cluster In- And Out-of-Distribution Noise in Corrupted Image Datasets.
Proceedings of the Computer Vision - ECCV 2022, 2022
Unsupervised domain adaptation and super resolution on drone images for autonomous dry herbage biomass estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022
Proceedings of the 33rd British Machine Vision Conference 2022, 2022
2021
Vis. Comput., 2021
Extracting Pasture Phenotype and Biomass Percentages using Weakly Supervised Multi-target Deep Learning on a Small Dataset.
CoRR, 2021
Automatic CNN-Based Enhancement of 360° Video Experience With Multisensorial Effects.
IEEE Access, 2021
Proceedings of the 16th International Joint Conference on Computer Vision, 2021
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021
Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Semi-supervised dry herbage mass estimation using automatic data and synthetic images.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Adaptation of Compositional Data Analysis in Deep Learning to Predict Pasture Biomass Proportions.
Proceedings of the 29th Irish Conference on Artificial Intelligence and Cognitive Science 2021, 2021
Proceedings of the 29th Irish Conference on Artificial Intelligence and Cognitive Science 2021, 2021
Proceedings of the 29th Irish Conference on Artificial Intelligence and Cognitive Science 2021, 2021
Proceedings of the 29th Irish Conference on Artificial Intelligence and Cognitive Science 2021, 2021
2020
CoRR, 2020
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Bilingual Lexicon Induction across Orthographically-distinct Under-Resourced Dravidian Languages.
Proceedings of the 7th Workshop on NLP for Similar Languages, Varieties and Dialects, 2020
A Smart-Site-Survey System using Image-based 3D Metric Reconstruction and Interactive Panorama Visualization.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
A Comparative Study of Existing and New Deep Learning Methods for Detecting Knee Injuries using the MRNet Dataset.
Proceedings of the International Conference on Intelligent Data Science Technologies and Applications, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
ATSal: An Attention Based Architecture for Saliency Prediction in 360$^\circ $ Videos.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2020
2019
Few-shot hypercolumn-based mitochondria segmentation in cardiac and outer hair cells in focused ion beam-scanning electron microscopy (FIB-SEM) data.
Pattern Recognit. Lett., 2019
Predicting knee osteoarthritis severity: comparative modeling based on patient's data and plain X-ray images.
CoRR, 2019
CoRR, 2019
Proceedings of the 2019 TREC Video Retrieval Evaluation, 2019
Exploring the Impact of Training Data Bias on Automatic Generation of Video Captions.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019
Proceedings of the 30th British Machine Vision Conference 2019, 2019
2018
Signal Process. Image Commun., 2018
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018
Demonstration of an Open Source Framework for Qualitative Evaluation of CBIR Systems.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
People, Penguins and Petri Dishes: Adapting Object Counting Models to New Visual Domains and Object Types Without Forgetting.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the 2018 International Conference on Content-Based Multimedia Indexing, 2018
2017
Real-time field sports scene classification using colour and frequency space decompositions.
J. Real Time Image Process., 2017
Enriching the Fan Experience in a Smart Stadium Using Internet of Things Technologies.
Int. J. Semantic Comput., 2017
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017
Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017
Automatic MOOC Video Classification using Transcript Features and Convolutional Neural Networks.
Proceedings of the 2017 ACM Workshop on Multimedia-based Educational and Knowledge Technologies for Personalized and Social Online Training, 2017
Automatic Detection of Knee Joints and Quantification of Knee Osteoarthritis Severity Using Convolutional Neural Networks.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2017
Educational video classification by using a transcript to image transform and supervised learning.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
ResnetCrowd: A residual deep learning architecture for crowd counting, violent behaviour detection and crowd density level classification.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017
2016
An Interactive Segmentation Tool for Quantifying Fat in Lumbar Muscles using Axial Lumbar-Spine MRI.
CoRR, 2016
Dublin City University and Partners' Participation in the INS and VTT Tracks at TRECVid 2016.
Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016
Proceedings of the 2016 ACM workshop on Vision and Language Integration Meets Multimedia Fusion, 2016
Proceedings of the first Workshop on Lifelogging Tools and Applications, 2016
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016
Proceedings of the IEEE International Symposium on Multimedia, 2016
Quantifying radiographic knee osteoarthritis severity using deep convolutional neural networks.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Reduction of false alarms triggered by spiders/cobwebs in surveillance camera networks.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
Improving object segmentation by using EEG signals and rapid serial visual presentation.
Multim. Tools Appl., 2015
Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2014
Int. J. Multim. Inf. Retr., 2014
Insight Centre for Data Analytics (DCU) at TRECVid 2014: Instance Search and Semantic Indexing Tasks.
Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014
Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
Proceedings of the 4th International Conference on Image Processing Theory, 2014
AXES-RESEARCH - A user-oriented tool for enhanced multimodal search and retrieval in audiovisual libraries.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014
Formulating Queries for Collecting Training Examples in Visual Concept Classification.
Proceedings of the Third Workshop on Vision and Language, 2014
2013
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013
Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013
Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data, 2013
Proceedings of the International Conference on Multimedia Retrieval, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
2012
Proceedings of the 13th International Workshop on Image Analysis for Multimedia Interactive Services, 2012
Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012
A visual sensing platform for creating a smarter multi-modal marine monitoring network.
Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data, 2012
2011
Comput. Vis. Image Underst., 2011
2010
Pattern Recognit., 2010
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010
2008
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008
Incorporating spatio-temporal mid-level features in a region segmentation algorithm for video sequences.
Proceedings of the International Conference on Image Processing, 2008
2007
Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
2006
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006
Proceedings of the Poster and Demo Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, 2006