Kevin McGuinness

According to our database1, Kevin McGuinness authored at least 65 papers between 2006 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

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

Towards Robust Learning with Different Label Noise Distributions.
CoRR, 2019

MediaEval 2019: Concealed FGSM Perturbations for Privacy Preservation.
CoRR, 2019

Predicting knee osteoarthritis severity: comparative modeling based on patient's data and plain X-ray images.
CoRR, 2019

Feature Learning to Automatically Assess Radiographic Knee Osteoarthritis Severity.
CoRR, 2019

Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning.
CoRR, 2019

Simple vs complex temporal recurrences for video saliency prediction..
CoRR, 2019

Exploring the Impact of Training Data Bias on Automatic Generation of Video Captions.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Assessing Knee OA Severity with CNN attention-based end-to-end architectures.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Unsupervised Label Noise Modeling and Loss Correction.
Proceedings of the 36th International Conference on Machine Learning, 2019

An Efficient Approximate kNN Graph Method for Diffusion on Image Retrieval.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Wav2Pix: Speech-conditioned Face Generation Using Generative Adversarial Networks.
Proceedings of the IEEE International Conference on Acoustics, 2019

On guiding video object segmentation.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018
Scanpath and saliency prediction on 360 degree images.
Signal Process. Image Commun., 2018

A Text Recognition and Retrieval System for e-Business Image Management.
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

Dublin's Participation in the Predicting Media Memorability Task at MediaEval 2018.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks.
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

Saliency Weighted Convolutional Features for Instance Search.
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 Processing, 2017

Enriching the Fan Experience in a Smart Stadium Using Internet of Things Technologies.
Int. J. Semantic Computing, 2017

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks.
CoRR, 2017

Fully Convolutional Crowd Counting on Highly Congested Scenes.
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

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

SaltiNet: Scan-Path Prediction on 360 Degree Images Using Saliency Volumes.
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

Learning Multiple Views with Orthogonal Denoising Autoencoders.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Semantic Indexing of Wearable Camera Images: Kids'Cam Concepts.
Proceedings of the 2016 ACM workshop on Vision and Language Integration Meets Multimedia Fusion, 2016

Where is my Phone?: Personal Object Retrieval from Egocentric Images.
Proceedings of the first Workshop on Lifelogging Tools and Applications, 2016

Bags of Local Convolutional Features for Scalable Instance Search.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Smart Stadium for Smarter Living: Enriching the Fan Experience.
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

Holistic features for real-time crowd behaviour anomaly detection.
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

Shallow and Deep Convolutional Networks for Saliency Prediction.
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.
Multimedia Tools Appl., 2015

Exploring EEG for Object Detection and Retrieval.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Improving spatial codification in semantic segmentation.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
The Video Browser Showdown: a live evaluation of interactive video search tools.
IJMIR, 2014

Audio-Visual Classification Video Browser.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Average Precision: Good Guide or False Friend to Multimedia Search Effectiveness?
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Object Segmentation in Images using EEG Signals.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Fat quantification in MRI-defined lumbar muscles.
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
Identification of moving objects in poor quality surveillance data.
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

DCU at MMM 2013 Video Browser Showdown.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

Smart multi-modal marine monitoring via visual analysis and data fusion.
Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data, 2013

The AXES PRO video search system.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Improved graph cut segmentation by learning a contrast model on the fly.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
The AXES-lite video search engine.
Proceedings of the 13th International Workshop on Image Analysis for Multimedia Interactive Services, 2012

Efficient Storage and Decoding of SURF Feature Points.
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
Toward automated evaluation of interactive segmentation.
Comput. Vis. Image Underst., 2011

2010
A comparative evaluation of interactive segmentation algorithms.
Pattern Recognit., 2010

TRECVID 2010 Experiments at Dublin City University.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

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

Visual analysis for drum sequence transcription.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
A Framework and User Interface for Automatic Region Based Segmentation Algorithms.
Proceedings of the Poster and Demo Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, 2006


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