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Browsing publications by Dr Thomas Ploetz.

Newcastle AuthorsTitleYearFull text
Ossama Alshabrawy
Dr Daniel Stow
Emeritus Professor Nicol Ferrier
Dr Rosin McNaney
Dan Jackson
et al.
Deep learning-based automated speech detection as a marker of social functioning in late-life depression2021
Rob Thompson
Dr Thomas Ploetz
Professor Ilias Kyriazakis
Freedom to lie: How farrowing environment affects sow lying behaviour assessment using inertial sensors2019
Dr Yang Long
Dr Yu Guan
Dr Anna Basu
Jess Baggaley
Dr Thomas Ploetz
et al.
Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers2019
Dr Jake Cowton
Professor Ilias Kyriazakis
Dr Thomas Ploetz
Dr Jaume Bacardit
A Combined Deep Learning GRU-Autoencoder for the Early Detection of Respiratory Disease in Pigs Using Multiple Environmental Sensors2018
Dr Ahmed Kharrufa
Dr Thomas Ploetz
Professor Patrick Olivier
A Unified Model for User Identification on Multi-Touch Surfaces: A Survey and Meta-Analysis2018
Maarten Vanhoof
Dr Thomas Ploetz
Comparing Regional Patterns of Individual Movement Using Corrected Mobility Entropy2018
Dr Thomas Ploetz
Dr Yu Guan
Deep Learning for Human Activity Recognition in Mobile Computing2018
Dr Telmo Amaral
Dr Thomas Ploetz
Professor Ilias Kyriazakis
Multi-part segmentation for porcine offal inspection with auto-context and adaptive atlases2018
Ruth Da Silva
Sarah Moore
Dr Lisa Shaw
Emerita Professor Helen Rodgers
Dan Jackson
et al.
Proceedings of SRR: Wristband accelerometers to motivate arm exercise after stroke (WAVES): A pilot randomized controlled trial2018
Ruth Da Silva
Frederike Van Wijck
Dr Lisa Shaw
Emerita Professor Helen Rodgers
Dr Madeline Balaam
et al.
Prompting arm activity after stroke: a clinical proof of concept study of wrist-worn accelerometers with a vibrating alert function.2018
Ruth Da Silva
Emerita Professor Helen Rodgers
Dr Lisa Shaw
Sarah Moore
Dan Jackson
et al.
Wristband accelerometers to motivate arm exercise after stroke (WAVES): Activity data from a pilot randomised controlled trial2018
Dr Kate Hallsworth
Dr Thomas Ploetz
Professor Mike Trenell
A study of physical activity comparing people with Charcot-Marie-Tooth disease to normal control subjects2017
Dr Peter Gallagher
Dr Daniel Stow
Dr Nils Hammerla
Dr Thomas Ploetz
Dr Michael Firbank
et al.
A study of wrist-worn activity measurement as a potential real-world biomarker for late-life depression2017
Dr Sarah Charman
Dr Thomas Ploetz
Associations between prolonged sedentary time and breaks in sedentary time with cardiometabolic risk in 10–14-year-old children: The HAPPY study2017
Dr Stephen Matthews
Dr Amy Miller
Dr Thomas Ploetz
Professor Ilias Kyriazakis
Automated tracking to measure behavioural changes in pigs for health and welfare monitoring2017
Dr Yu Guan
Dr Thomas Ploetz
Ensembles of deep LSTM Learners for Activity Recognition using Wearables2017
Sara Nabil Ahmed
Dr Thomas Ploetz
Interactive Architecture: Exploring and Unwrapping the Potentials of Organic User Interfaces2017
Sara Nabil Ahmed
Dr Thomas Ploetz
David Chatting
Dmitry Dereshev
Professor Patrick Olivier
et al.
Interioractive: Smart Materials in the Hands of Designers and Architects for Designing Interactive Interiors2017
Dan Jackson
Dr Nils Hammerla
Dr Thomas Ploetz
Professor Patrick Olivier
Dr Vincent van Hees
et al.
Large scale population assessment of physical activity using wrist worn accelerometers: The UK biobank study2017
Dr Kyle Montague
Dan Jackson
Dr Tom Bartindale
Dr Gerard Wilkinson
Professor Patrick Olivier
et al.
Prototyping Ubiquitous Imaging Surfaces2017
Dr Stephanie Matheson
Rob Thompson
Dr Thomas Ploetz
Professor Ilias Kyriazakis
Emerita Professor Sandra Edwards
et al.
Relationships between sow conformation, accelerometer data and crushing events in commercial piglet production2017
Julija Rusakovica
Dr Thomas Ploetz
Professor Ilias Kyriazakis
Satiety splits drinking behavior into bouts: Organization of drinking in turkeys2017
Julija Rusakovica
Dr Thomas Ploetz
Professor Ilias Kyriazakis
The genetic basis of novel water utlisation and drinking behaviour traits and their relationship with biological performance in turkeys2017
Dr Peter Gallagher
Dr Daniel Stow
Nils Hammerla
Dr Thomas Ploetz
Dr Michael Firbank
et al.
A study of wrist-worn activity measurement as a potential real-world biomarker for late life depression2016
Dr Thomas Ploetz
Automated video-based assessment of surgical skills for training and evaluation in medical schools2016
Nils Hammerla
Shane Halloran
Dr Thomas Ploetz
Deep, Convolutional, and Recurrent Models for Human Activity Recognition using Wearables2016
Dr Stephen Matthews
Dr Amy Miller
Jim Clapp
Dr Thomas Ploetz
Professor Ilias Kyriazakis
et al.
Early detection of health and welfare compromises through automated detection of behavioural changes in pigs2016
Sara Nabil Ahmed
Dr Thomas Ploetz
Future of Ubiquitous Home Interaction with OUI Interiors2016
Dr Aftab Khan
Nils Hammerla
Seb Mellor
Dr Thomas Ploetz
Optimising sampling rates for accelerometer-based human activity recognition2016
Rob Thompson
Dr Stephanie Matheson
Dr Thomas Ploetz
Emerita Professor Sandra Edwards
Professor Ilias Kyriazakis
et al.
Porcine Lie Detectors: Automatic quantification of posture state and transitions in sows using inertial sensors2016
Dr Stephanie Matheson
Rob Thompson
Dr Thomas Ploetz
Professor Ilias Kyriazakis
Emerita Professor Sandra Edwards
et al.
Relationship between sow conformation, farrowing floor type and posture change characteristics using accelerometer data2016
Dr James Fisher
Dr Nils Hammerla
Dr Thomas Ploetz
Dr Peter Andras
Professor Lynn Rochester
et al.
Unsupervised home monitoring of Parkinson's disease motor symptoms using body-worn accelerometers2016
Dr Telmo Amaral
Professor Ilias Kyriazakis
Dr Thomas Ploetz
Weighted atlas auto-context with application to multiple organ segmentation2016
Ruth Da Silva
Sarah Moore
Daniel Jamieson
Dr Madeline Balaam
Professor Katie Brittain
et al.
Wrist worn accelerometers with vibrating-alert to prompt exercises after stroke (WAVES)2016
Sarah Moore
Ruth Da Silva
Dr Madeline Balaam
Lianne Brkic
Dan Jackson
et al.
Wristband Accelerometers to motiVate arm Exercise after Stroke (WAVES): study protocol for a pilot randomized controlled trial2016
Dr Tom Schofield
Professor Dave Kirk
Dr Telmo Amaral
Dr Guy Schofield
Dr Thomas Ploetz
et al.
Archival Liveness: Designing with Collections Before and During Cataloguing and Digitization2015
Dr Aftab Khan
Seb Mellor
Roisin McNaney
Professor Patrick Olivier
Dr Thomas Ploetz
et al.
Beyond Activity Recognition: Skill Assessment from Accelerometer Data2015
Reuben Kirkham
Carlton Shepherd
Dr Thomas Ploetz
BlobSnake: Gamification of Feature Extraction for 'Plug and Play' Human Activity Recognition2015
Tudor Miu
Professor Paolo Missier
Dr Thomas Ploetz
Bootstrapping Personalised Human Activity Recognition Models Using Online Active Learning2015
Tudor Miu
Professor Paolo Missier
Dr Thomas Ploetz
Bootstrapping Personalised Human Activity Recognition Models Using Online Active Learning2015
Dr Thomas Ploetz
Camera-Based Whiteboard Reading for Understanding Mind Maps2015
Amey Holden
Roisin McNaney
Dr Madeline Balaam
Nils Hammerla
Dr Thomas Ploetz
et al.
CueS: cueing for upper limb rehabilitation in stroke2015
Amey Holden
Dr Rosin McNaney
Dr Madeline Balaam
Dr Nils Hammerla
Dr Thomas Ploetz
et al.
CueS: Cueing for Upper Limb Rehabilitation in Stroke2015
Rob Thompson
Professor Ilias Kyriazakis
Amey Holden
Professor Patrick Olivier
Dr Thomas Ploetz
et al.
Dancing with Horses: Automated Quality Feedback for Dressage Riders2015
Diana Nowacka
Nils Hammerla
Chris Elsden
Dr Thomas Ploetz
Professor Dave Kirk
et al.
Diri - the Actuated Helium Balloon: A Study of Autonomous Behaviour in Interfaces2015
Dr Aftab Khan
Seb Mellor
Nils Hammerla
Roisin McNaney
Professor Patrick Olivier
et al.
How did I do? Automatic Skill Assessment from Accelerometer Data2015
Nils Hammerla
Dr Thomas Ploetz
Let’s (not) Stick Together: Pairwise Similarity Biases Cross-Validation in Activity Recognition2015
Dr Thomas Ploetz
Methods for Studying Technology in the Home2015
Claire Marcroft
Dr Aftab Khan
Professor Nicholas Embleton
Professor Mike Trenell
Dr Thomas Ploetz
et al.
Movement recognition technology as a method of assessing spontaneous general movements in high risk infants2015
Nils Hammerla
Dr James Fisher
Dr Peter Andras
Professor Lynn Rochester
Rowena Walker
et al.
PD Disease State Assessment in Naturalistic Environments using Deep Learning2015
Sarah Moore
Dr Kate Hallsworth
Dr Thomas Ploetz
Professor Gary Ford
Professor Lynn Rochester
et al.
Physical activity, sedentary behavior and metabolic control following stroke: A cross-sectional and longitudinal study2015
Dan Jackson
Dr Thomas Ploetz
Professor Patrick Olivier
Augmenting the servicescape with ubiquitous interactive surfaces: Fibreshelf technology2014
Dr Thomas Ploetz
Nils Hammerla
Seb Mellor
Roisin McNaney
Professor Patrick Olivier
et al.
Automated Surgical OSATS Prediction from Videos2014
Dr Robert Comber
Dr Thomas Ploetz
HomeSys 20142014
Dr Kate Hallsworth
Dr Christian Thoma
Sarah Moore
Dr Thomas Ploetz
Professor Quentin Anstee
et al.
Non-alcoholic fatty liver disease is associated with higher levels of objectively measured sedentary behaviour and lower levels of physical activity than matched healthy controls2014
Dr Aftab Khan
Dr James Nicholson
Seb Mellor
Daniel Jackson
Dr Karim Ladha
et al.
Occupancy Monitoring using Environmental & Context Sensors and a Hierarchical Analysis Framework2014
Tudor Miu
Dr Thomas Ploetz
Professor Paolo Missier
Dr Daniel Roggen
On Strategies for Budget-Based Online Annotation in Human Activity Recognition2014
Professor Paul Seedhouse
Dr Philip Heslop
Dr Anne Preston
Dr Thomas Ploetz
Professor Patrick Olivier
et al.
The French digital kitchen: Implementing task-based language teaching beyond the classroom2014
Nils Hammerla
Dr Thomas Ploetz
Using unlabeled data in a sparse-coding framework for human activity recognition2014
Dr Thomas Ploetz
Nils Hammerla
Seb Mellor
Roisin McNaney
Professor Patrick Olivier
et al.
Video Based Assessment of OSATS Using Sequential Motion Textures2014
Dr Thomas Ploetz
Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition2013
Reuben Kirkham
Dr Aftab Khan
Nils Hammerla
Seb Mellor
Dr Daniel Roggen
et al.
Automatic correction of annotation boundaries in activity datasets by class separation maximization2013
Dr Sarah Charman
Professor Mike Trenell
Dr Thomas Ploetz
Cardiorespiratory fitness is associated with hard and light intensity physical activity but not time spent sedentary in 10-14 year old schoolchildren: the HAPPY study2013
Dr Cassim Ladha
Nils Hammerla
Professor Patrick Olivier
Dr Thomas Ploetz
ClimbAX: Skill Assessment for Climbing Enthusiasts2013
Dr Cassim Ladha
Nils Hammerla
Professor Patrick Olivier
Dr Thomas Ploetz
Dog's Life: Wearable Activity Recognition for Dogs2013
Cuong Pham
Dan Jackson
Dr Tom Bartindale
Dr Thomas Ploetz
Professor Patrick Olivier
et al.
FoodBoard: Surface Contact Imaging for Food Recognition2013
Dr Robert Comber
Dr Thomas Ploetz
Methods for studying technology in the home2013
Dr Robert Comber
Dr Thomas Ploetz
Methods for studying technology in the home2013
Nils Hammerla
Reuben Kirkham
Dr Peter Andras
Dr Thomas Ploetz
On Preserving Statistical Characteristics of Accelerometry Data using their Empirical Cumulative Distribution2013
Sarah Moore
Dr Kate Hallsworth
Dr Thomas Ploetz
Professor Gary Ford
Professor Lynn Rochester
et al.
Physical activity, sedentary behaviour and metabolic control following stroke: A cross-sectional and longitudinal study2013
Reuben Kirkham
Seb Mellor
Dave Green
Dr Karim Ladha
Dr Cassim Ladha
et al.
The Break-Time Barometer: An Exploratory System for Workplace Break-time Social Awareness2013
Professor Paul Seedhouse
Dr Anne Preston
Professor Patrick Olivier
Dr Philip Heslop
Dr Thomas Ploetz
et al.
The French Digital Kitchen: Implementing Task-Based Language Teaching beyond the Classroom2013
Dr Thomas Ploetz
Nils Hammerla
Automatic assessment of problem behavior in individuals with developmental disabilities2012
Dr Thomas Ploetz
Nils Hammerla
Automatic Synchronization of Wearable Sensors and Video-Cameras for Ground Truth Annotation – A Practical Approach2012
Dr Anne Preston
Professor Paul Seedhouse
Professor Patrick Olivier
Dan Jackson
Dr Philip Heslop
et al.
Can a kitchen teach me French?: Using digital technology to learn French language and cuisine2012
Nils Hammerla
Professor Patrick Olivier
Dr Thomas Ploetz
GymSkill: A Personal Trainer for Physical Exercises2012
Dr Thomas Ploetz
Hydrostream: A Platform for Collecting, Annotating and Analyzing Water Pressure for Health Applications2012
Dr Thomas Ploetz
Interactive Techniques for Labeling Activities Of Daily Living to Assist Machine Learning2012
Dr Thomas Ploetz
Recognizing Water-Based Activities in the Home Through Infrastructure-Mediated Sensing2012
Dr Clare Hooper
Dr Anne Preston
Dr Madeline Balaam
Professor Paul Seedhouse
Dan Jackson
et al.
The French Kitchen: Task-Based Learning in an Instrumented Kitchen2012
Nils Hammerla
Dr Thomas Ploetz
Professor Patrick Olivier
The mobile fitness coach: Towards individualized skill assessment using personalized mobile devices2012
Dr Thomas Ploetz
Professor Paula Moynihan
Cuong Pham
Professor Patrick Olivier
Activity Recognition and Healthier Food Preparation2011
Nils Hammerla
Dr Thomas Ploetz
Dr Peter Andras
Professor Patrick Olivier
Assessing Motor Performance with PCA2011
Stephen Lindsay
Dr Cassim Ladha
Dr Guy Schofield
Dr Thomas Ploetz
Nils Hammerla
et al.
Cueing for drooling in Parkinson's disease2011
Dr Thomas Ploetz
Nils Hammerla
Professor Patrick Olivier
Feature Learning for Activity Recognition in Ubiquitous Computing2011
Nils Hammerla
Dr Thomas Ploetz
Professor Patrick Olivier
GymSkill: Mobile Exercise Skill Assessment to Support Personal Health and Fitness2011
Professor Grainne Gorman
Dr Joanna Elson
Dr Thomas Ploetz
Emeritus Professor Doug Turnbull
Professor Mike Trenell
et al.
Habitual Physical Activity in Mitochondrial Disease2011
Professor Paul Seedhouse
Dr Saandia Ali
Dr Thomas Ploetz
Professor Patrick Olivier
Learning French in a Digital Kitchen2011
Dr Thomas Ploetz
Markov Models for Handwriting Recognition2011
Professor Julia Newton
Jessie Pairman
Dr Kate Hallsworth
Sarah Moore
Dr Thomas Ploetz
et al.
Physical activity intensity but not sedentary activity is reduced in chronic fatigue syndrome and is associated with autonomic regulation2011
Dr Thomas Ploetz
Professor Andrew Monk
Cuong Pham
Professor Patrick Olivier
Rapid specification and automated generation of prompting systems to assist people with dementia2011
Dr Thomas Ploetz
Cuong Pham
Professor Patrick Olivier
Sensor-Based Actor Identification in the Kitchen2011
Jurgen Wagner
Dr Thomas Ploetz
Cuong Pham
Professor Paula Moynihan
Dan Jackson
et al.
Towards a pervasive kitchen infrastructure for measuring cooking competence2011
Dr Thomas Ploetz
Cuong Pham
Professor Patrick Olivier
Who is Cooking? Sensor-Based Actor Identification in the Kitchen2011
Cuong Pham
Dr Thomas Ploetz
Professor Patrick Olivier
A Dynamic Time Warping Approach to Real-Time Activity Recognition for Food Preparation2010
Cuong Pham
Dr Thomas Ploetz
Professor Patrick Olivier
A Dynamic Time Warping Approach to Real-Time Activity Recognition for Food Preparation2010
Dr Thomas Ploetz
Digital object memories in the internet of things workshop (DOME-IoT 2010)2010
Dr Thomas Ploetz
Frontiers in Arabic Handwriting Recognition (workshop proceedings)2010
Dr Thomas Ploetz
How to do good research in Activity Recognition?2010
Cuong Pham
Dr Thomas Ploetz
Professor Patrick Olivier
Real-Time Activity Recognition for Food Preparation2010
Nils Hammerla
Dr Thomas Ploetz
Towards Feature Learning for HMM-based Offline Handwriting Recognition2010
Dr Thomas Ploetz
A Hierarchical Approach to Unsupervised Shape Calibration of Microphone Array Networks2009
Dr Thomas Ploetz
A Multi-Modal Attention System for Smart Environments2009
Dr Thomas Ploetz
Camera-Based Analysis of Whiteboard Notes2009
Dr Thomas Ploetz
Layout analysis for camera-based whiteboard notes2009
Dr Thomas Ploetz
Markov Models for Offline Handwriting Recognition: A Survey2009
Dr Thomas Ploetz
Multi-Modal and Multi-Camera Attention in Smart Environments2009
Dr Thomas Ploetz
Automatic Classification of NMR Spectra by Ensembles of Local Experts2008
Dr Thomas Ploetz
Calibration-free Camera Hand-Over for Fast and Reliable Person Tracking in Multi-Camera Setup2008
Dr Thomas Ploetz
Camera-based Whiteboard Reading: New Approaches to a Challenging Task2008
Dr Thomas Ploetz
Developing Pattern Recognition Systems Based on Markov Models: The ESMERALDA Framework2008
Professor Christian Kray
Professor Patrick Olivier
Dr Thomas Ploetz
Evaluating Ubiquitous Systems with Users (Workshop Summary)2008
Dr Thomas Ploetz
NMR-based urine analysis in rats: Prediction of proximal tubule kidney toxicity and phospholipidosis2008
Dr Thomas Ploetz
On the use of Empirically Determined Impulse Responses for Improving Distant Talking Speech Recognition2008
Dr Thomas Ploetz
Real-time Detection and Interpretation of 3D Deictic Gestures for Interaction With an Intelligent Environment2008
Dr Thomas Ploetz
Robust Hand Detection in Still Video Images Using a Combination of Salient Regions and Color Cues for Interaction With an Intelligent Environment2008
Dr Thomas Ploetz
SVM Ensemble Classification of NMR Spectra Based on Different Configurations of Data Processing Techniques2008
Dr Thomas Ploetz
Towards a Human Centered Infrastructure for KNX enabled Intelligent Environments2008
Dr Thomas Ploetz
Towards Human Centered Ambient Intelligence2008