Search Results - "OConnor, Noel E."
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Moving Well-Being Well: Investigating the maturation of fundamental movement skill proficiency across sex in Irish children aged five to twelve
Published in Journal of sports sciences (17-11-2019)“…Fundamental movement skills (FMS) are the basic building blocks of more advanced, complex movements required to participate in physical activity. This study…”
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Real-Time Anomaly Detection for an ADMM-Based Optimal Transmission Frequency Management System for IoT Devices
Published in Sensors (Basel, Switzerland) (01-08-2022)“…In this paper, we investigate different scenarios of anomaly detection on decentralised Internet of Things (IoT) applications. Specifically, an anomaly…”
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Recognition and Repetition Counting for Local Muscular Endurance Exercises in Exercise-Based Rehabilitation: A Comparative Study Using Artificial Intelligence Models
Published in Sensors (Basel, Switzerland) (25-08-2020)“…Exercise-based cardiac rehabilitation requires patients to perform a set of certain prescribed exercises a specific number of times. Local muscular endurance…”
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Bio-inspired Surface Texture Modification as a Viable Feature of Future Aquatic Antifouling Strategies: A Review
Published in International journal of molecular sciences (17-07-2020)“…The imitation of natural systems to produce effective antifouling materials is often referred to as "biomimetics". The world of biomimetics is a…”
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A comparative evaluation of interactive segmentation algorithms
Published in Pattern recognition (01-02-2010)“…In this paper we present a comparative evaluation of four popular interactive segmentation algorithms. The evaluation was carried out as a series of…”
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Predicting knee osteoarthritis severity: comparative modeling based on patient’s data and plain X-ray images
Published in Scientific reports (08-04-2019)“…Knee osteoarthritis (KOA) is a disease that impairs knee function and causes pain. A radiologist reviews knee X-ray images and grades the severity level of the…”
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A Quality of Experience assessment of haptic and augmented reality feedback modalities in a gait analysis system
Published in PloS one (23-03-2020)“…Gait analysis is a technique that is used to understand movement patterns and, in some cases, to inform the development of rehabilitation protocols…”
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Shallow and Deep Convolutional Networks for Saliency Prediction
Published in 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01-06-2016)“…The prediction of salient areas in images has been traditionally addressed with hand-crafted features based on neuroscience principles. This paper, however,…”
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Conference Proceeding Publication -
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Unsupervised Contrastive Learning of Sound Event Representations
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06-06-2021)“…Self-supervised representation learning can mitigate the limitations in recognition tasks with few manually labeled data but abundant unlabeled data-a common…”
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Conference Proceeding -
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TGMD-3 short version: Evidence of validity and associations with sex in Irish children
Published in Journal of sports sciences (2022)“…This study examined the internal structure and evidence of validity of the Test of Gross Motor Development 3 rd edition (TGMD-3) in primary school aged…”
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A Low-Cost Smart Sensor Network for Catchment Monitoring
Published in Sensors (Basel, Switzerland) (17-05-2019)“…Understanding hydrological processes in large, open areas, such as catchments, and further modelling these processes are still open research questions. The…”
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Exploring the relationships between fundamental movement skills and health related fitness components in children
Published in European journal of sport science (01-02-2022)“…This study examined the relationship between fundamental movement skills (FMS) and health related fitness (HRF) components in children. A cross section of…”
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Classification of sporting activities using smartphone accelerometers
Published in Sensors (Basel, Switzerland) (19-04-2013)“…In this paper we present a framework that allows for the automatic identification of sporting activities using commonly available smartphones. We extract…”
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Player detection in field sports
Published in Machine vision and applications (01-02-2018)“…We describe a method for player detection in field sports with a fixed camera setup based on a new player feature extraction strategy. The proposed method…”
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Few-shot hypercolumn-based mitochondria segmentation in cardiac and outer hair cells in focused ion beam-scanning electron microscopy (FIB-SEM) data
Published in Pattern recognition letters (01-12-2019)“…•A new hypercolumn-based mitochondria segmentation algorithm.•The generality of the proposed approach is tested on different microscopy datasets.•Few-shot…”
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An Innovative Adaptive Web-Based Solution for Improved Remote Co-Creation and Delivery of Artistic Performances
Published in IEEE transactions on broadcasting (01-06-2024)“…Due to the COVID-19 pandemic, most arts and cultural activities have moved online. This has contributed to the surge in development of artistic tools that…”
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Temporal segmentation and recognition of team activities in sports
Published in Machine vision and applications (01-07-2018)“…A method for temporal segmentation and recognition of team activities in sports, based on a new activity feature extraction, is presented. Given the positions…”
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Attention-Based Neural Networks for Chroma Intra Prediction in Video Coding
Published in IEEE journal of selected topics in signal processing (01-02-2021)“…Neural networks can be successfully used to improve several modules of advanced video coding schemes. In particular, compression of colour components was shown…”
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Scanpath and saliency prediction on 360 degree images
Published in Signal processing. Image communication (01-11-2018)“…We introduce deep neural networks for scanpath and saliency prediction trained on 360-degree images. The scanpath prediction model called SaltiNet is based on…”
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Journal Article Publication -
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Passively recognising human activities through lifelogging
Published in Computers in human behavior (01-09-2011)“…► Lifelogging has potential as a future tool to automatically capture human behaviour. ► Machine learning and image processing algorithms developed to…”
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