Publications by Dr Thomas Ploetz - ePrints

Browsing publications by Dr Thomas Ploetz.

Newcastle Authors	Title	Year
Dr Beth Little Ossama Alshabrawy Dr Daniel Stow Emeritus Professor Nicol Ferrier Dr Rosin McNaney et al.	Deep learning-based automated speech detection as a marker of social functioning in late-life depression	2021
Rob Thompson Dr Thomas Ploetz Professor Ilias Kyriazakis	Freedom to lie: How farrowing environment affects sow lying behaviour assessment using inertial sensors	2019
Dr Jessica Baggaley Clay Dr Yang Long Dr Yu Guan Dr Anna Basu Jess Baggaley et al.	Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers	2019
Dr Jake Cowton Professor Ilias Kyriazakis Dr Thomas Ploetz Professor Jaume Bacardit	A Combined Deep Learning GRU-Autoencoder for the Early Detection of Respiratory Disease in Pigs Using Multiple Environmental Sensors	2018
Dr Ahmed Kharrufa Dr Thomas Ploetz Professor Patrick Olivier	A Unified Model for User Identification on Multi-Touch Surfaces: A Survey and Meta-Analysis	2018
Maarten Vanhoof Dr Thomas Ploetz	Comparing Regional Patterns of Individual Movement Using Corrected Mobility Entropy	2018
Dr Thomas Ploetz Dr Yu Guan	Deep Learning for Human Activity Recognition in Mobile Computing	2018
Dr Telmo Amaral Dr Thomas Ploetz Professor Ilias Kyriazakis	Multi-part segmentation for porcine offal inspection with auto-context and adaptive atlases	2018
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 trial	2018
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 trial	2018
Dr Kate Hallsworth Dr Thomas Ploetz Professor Mike Trenell	A study of physical activity comparing people with Charcot-Marie-Tooth disease to normal control subjects	2017
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 depression	2017
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 study	2017
Dr Stephen Matthews Dr Amy Miller Dr Thomas Ploetz Professor Ilias Kyriazakis	Automated tracking to measure behavioural changes in pigs for health and welfare monitoring	2017
Dr Yu Guan Dr Thomas Ploetz	Ensembles of deep LSTM Learners for Activity Recognition using Wearables	2017
Sara Nabil Ahmed Dr Thomas Ploetz	Interactive Architecture: Exploring and Unwrapping the Potentials of Organic User Interfaces	2017
Sara Nabil Ahmed Dr Thomas Ploetz Dr David Chatting Dmitry Dereshev Professor Patrick Olivier et al.	Interioractive: Smart Materials in the Hands of Designers and Architects for Designing Interactive Interiors	2017
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 study	2017
Dr Kyle Montague Dan Jackson Dr Tom Bartindale Dr Gerard Wilkinson Professor Patrick Olivier et al.	Prototyping Ubiquitous Imaging Surfaces	2017
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 production	2017
Julija Rusakovica Dr Thomas Ploetz Professor Ilias Kyriazakis	Satiety splits drinking behavior into bouts: Organization of drinking in turkeys	2017
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 turkeys	2017
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 depression	2016
Dr Thomas Ploetz	Automated video-based assessment of surgical skills for training and evaluation in medical schools	2016
Nils Hammerla Shane Halloran Dr Thomas Ploetz	Deep, Convolutional, and Recurrent Models for Human Activity Recognition using Wearables	2016
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 pigs	2016
Sara Nabil Ahmed Dr Thomas Ploetz	Future of Ubiquitous Home Interaction with OUI Interiors	2016
Dr Aftab Khan Nils Hammerla Seb Mellor Dr Thomas Ploetz	Optimising sampling rates for accelerometer-based human activity recognition	2016
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 sensors	2016
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 data	2016
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 accelerometers	2016
Dr Telmo Amaral Professor Ilias Kyriazakis Dr Thomas Ploetz	Weighted atlas auto-context with application to multiple organ segmentation	2016
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 trial	2016
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 Digitization	2015
Dr Aftab Khan Seb Mellor Roisin McNaney Professor Patrick Olivier Dr Thomas Ploetz et al.	Beyond Activity Recognition: Skill Assessment from Accelerometer Data	2015
Reuben Kirkham Dr Carlton Shepherd Dr Thomas Ploetz	BlobSnake: Gamification of Feature Extraction for 'Plug and Play' Human Activity Recognition	2015
Tudor Miu Professor Paolo Missier Dr Thomas Ploetz	Bootstrapping Personalised Human Activity Recognition Models Using Online Active Learning	2015
Tudor Miu Professor Paolo Missier Dr Thomas Ploetz	Bootstrapping Personalised Human Activity Recognition Models Using Online Active Learning	2015
Dr Thomas Ploetz	Camera-Based Whiteboard Reading for Understanding Mind Maps	2015
Amey Holden Roisin McNaney Dr Madeline Balaam Nils Hammerla Dr Thomas Ploetz et al.	CueS: cueing for upper limb rehabilitation in stroke	2015
Amey Holden Dr Rosin McNaney Dr Madeline Balaam Dr Nils Hammerla Dr Thomas Ploetz et al.	CueS: Cueing for Upper Limb Rehabilitation in Stroke	2015
Rob Thompson Professor Ilias Kyriazakis Amey Holden Professor Patrick Olivier Dr Thomas Ploetz et al.	Dancing with Horses: Automated Quality Feedback for Dressage Riders	2015
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 Interfaces	2015
Dr Aftab Khan Seb Mellor Nils Hammerla Roisin McNaney Professor Patrick Olivier et al.	How did I do? Automatic Skill Assessment from Accelerometer Data	2015
Nils Hammerla Dr Thomas Ploetz	Let’s (not) Stick Together: Pairwise Similarity Biases Cross-Validation in Activity Recognition	2015
Dr Thomas Ploetz	Methods for Studying Technology in the Home	2015
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 infants	2015
Nils Hammerla Dr James Fisher Dr Peter Andras Professor Lynn Rochester Rowena Walker et al.	PD Disease State Assessment in Naturalistic Environments using Deep Learning	2015
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 study	2015
Dan Jackson Dr Thomas Ploetz Professor Patrick Olivier	Augmenting the servicescape with ubiquitous interactive surfaces: Fibreshelf technology	2014
Dr Thomas Ploetz Nils Hammerla Seb Mellor Roisin McNaney Professor Patrick Olivier et al.	Automated Surgical OSATS Prediction from Videos	2014
Dr Robert Comber Dr Thomas Ploetz	HomeSys 2014	2014
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 controls	2014
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 Framework	2014
Tudor Miu Dr Thomas Ploetz Professor Paolo Missier Dr Daniel Roggen	On Strategies for Budget-Based Online Annotation in Human Activity Recognition	2014
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 classroom	2014
Nils Hammerla Dr Thomas Ploetz	Using unlabeled data in a sparse-coding framework for human activity recognition	2014
Dr Thomas Ploetz Nils Hammerla Seb Mellor Roisin McNaney Professor Patrick Olivier et al.	Video Based Assessment of OSATS Using Sequential Motion Textures	2014
Dr Thomas Ploetz	Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition	2013
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 maximization	2013
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 study	2013
Dr Cassim Ladha Nils Hammerla Professor Patrick Olivier Dr Thomas Ploetz	ClimbAX: Skill Assessment for Climbing Enthusiasts	2013
Dr Cassim Ladha Nils Hammerla Professor Patrick Olivier Dr Thomas Ploetz	Dog's Life: Wearable Activity Recognition for Dogs	2013
Cuong Pham Dan Jackson Dr Tom Bartindale Dr Thomas Ploetz Professor Patrick Olivier et al.	FoodBoard: Surface Contact Imaging for Food Recognition	2013
Dr Robert Comber Dr Thomas Ploetz	Methods for studying technology in the home	2013
Dr Robert Comber Dr Thomas Ploetz	Methods for studying technology in the home	2013
Nils Hammerla Reuben Kirkham Dr Peter Andras Dr Thomas Ploetz	On Preserving Statistical Characteristics of Accelerometry Data using their Empirical Cumulative Distribution	2013
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 study	2013
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 Awareness	2013
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 Classroom	2013
Dr Thomas Ploetz Nils Hammerla	Automatic assessment of problem behavior in individuals with developmental disabilities	2012
Dr Thomas Ploetz Nils Hammerla	Automatic Synchronization of Wearable Sensors and Video-Cameras for Ground Truth Annotation – A Practical Approach	2012
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 cuisine	2012
Nils Hammerla Professor Patrick Olivier Dr Thomas Ploetz	GymSkill: A Personal Trainer for Physical Exercises	2012
Dr Thomas Ploetz	Hydrostream: A Platform for Collecting, Annotating and Analyzing Water Pressure for Health Applications	2012
Dr Thomas Ploetz	Interactive Techniques for Labeling Activities Of Daily Living to Assist Machine Learning	2012
Dr Thomas Ploetz	Recognizing Water-Based Activities in the Home Through Infrastructure-Mediated Sensing	2012
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 Kitchen	2012
Nils Hammerla Dr Thomas Ploetz Professor Patrick Olivier	The mobile fitness coach: Towards individualized skill assessment using personalized mobile devices	2012
Dr Thomas Ploetz Professor Paula Moynihan Cuong Pham Professor Patrick Olivier	Activity Recognition and Healthier Food Preparation	2011
Nils Hammerla Dr Thomas Ploetz Dr Peter Andras Professor Patrick Olivier	Assessing Motor Performance with PCA	2011
Stephen Lindsay Dr Cassim Ladha Dr Guy Schofield Dr Thomas Ploetz Nils Hammerla et al.	Cueing for drooling in Parkinson's disease	2011
Dr Thomas Ploetz Nils Hammerla Professor Patrick Olivier	Feature Learning for Activity Recognition in Ubiquitous Computing	2011
Nils Hammerla Dr Thomas Ploetz Professor Patrick Olivier	GymSkill: Mobile Exercise Skill Assessment to Support Personal Health and Fitness	2011
Professor Grainne Gorman Dr Joanna Elson Dr Thomas Ploetz Emeritus Professor Doug Turnbull Professor Mike Trenell et al.	Habitual Physical Activity in Mitochondrial Disease	2011
Professor Paul Seedhouse Dr Saandia Ali Dr Thomas Ploetz Professor Patrick Olivier	Learning French in a Digital Kitchen	2011
Dr Thomas Ploetz	Markov Models for Handwriting Recognition	2011
Emerita 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 regulation	2011
Dr Thomas Ploetz Professor Andrew Monk Cuong Pham Professor Patrick Olivier	Rapid specification and automated generation of prompting systems to assist people with dementia	2011
Dr Thomas Ploetz Cuong Pham Professor Patrick Olivier	Sensor-Based Actor Identification in the Kitchen	2011
Jurgen Wagner Dr Thomas Ploetz Cuong Pham Professor Paula Moynihan Dan Jackson et al.	Towards a pervasive kitchen infrastructure for measuring cooking competence	2011
Dr Thomas Ploetz Cuong Pham Professor Patrick Olivier	Who is Cooking? Sensor-Based Actor Identification in the Kitchen	2011
Cuong Pham Dr Thomas Ploetz Professor Patrick Olivier	A Dynamic Time Warping Approach to Real-Time Activity Recognition for Food Preparation	2010
Cuong Pham Dr Thomas Ploetz Professor Patrick Olivier	A Dynamic Time Warping Approach to Real-Time Activity Recognition for Food Preparation	2010
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 Preparation	2010
Nils Hammerla Dr Thomas Ploetz	Towards Feature Learning for HMM-based Offline Handwriting Recognition	2010
Dr Thomas Ploetz	A Hierarchical Approach to Unsupervised Shape Calibration of Microphone Array Networks	2009
Dr Thomas Ploetz	A Multi-Modal Attention System for Smart Environments	2009
Dr Thomas Ploetz	Camera-Based Analysis of Whiteboard Notes	2009
Dr Thomas Ploetz	Layout analysis for camera-based whiteboard notes	2009
Dr Thomas Ploetz	Markov Models for Offline Handwriting Recognition: A Survey	2009
Dr Thomas Ploetz	Multi-Modal and Multi-Camera Attention in Smart Environments	2009
Dr Thomas Ploetz	Automatic Classification of NMR Spectra by Ensembles of Local Experts	2008
Dr Thomas Ploetz	Calibration-free Camera Hand-Over for Fast and Reliable Person Tracking in Multi-Camera Setup	2008
Dr Thomas Ploetz	Camera-based Whiteboard Reading: New Approaches to a Challenging Task	2008
Dr Thomas Ploetz	Developing Pattern Recognition Systems Based on Markov Models: The ESMERALDA Framework	2008
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 phospholipidosis	2008
Dr Thomas Ploetz	On the use of Empirically Determined Impulse Responses for Improving Distant Talking Speech Recognition	2008
Dr Thomas Ploetz	Real-time Detection and Interpretation of 3D Deictic Gestures for Interaction With an Intelligent Environment	2008
Dr Thomas Ploetz	Robust Hand Detection in Still Video Images Using a Combination of Salient Regions and Color Cues for Interaction With an Intelligent Environment	2008
Dr Thomas Ploetz	SVM Ensemble Classification of NMR Spectra Based on Different Configurations of Data Processing Techniques	2008
Dr Thomas Ploetz	Towards a Human Centered Infrastructure for KNX enabled Intelligent Environments	2008
Dr Thomas Ploetz	Towards Human Centered Ambient Intelligence	2008