SPHERE (EPSRC IRC)

Research Output

2019

DS-KCF: a real-time tracker for RGB-D data

Hannuna, S., Camplani, M., Hall, J., Mirmehdi, M., Damen, D., Burghardt, T., Paiement, A. & Tao, L., 1 Oct 2019, In : Journal of Real-Time Image Processing. 16, p. 1439-1458 20 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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8 Citations (Scopus)
477 Downloads (Pure)

Efficient and Robust Skeleton-Based Quality Assessment and Abnormality Detection in Human Action Performance

Elkholy, A., Hussein, M., Gomaa, W., Damen, D. & Saba, E., 11 Mar 2019, In : IEEE Journal of Biomedical and Health Informatics.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
264 Downloads (Pure)

Markerless Active Trunk Shape Modelling for Motion Tolerant Remote Respiratory Assessment

Soleimani, V., Mirmehdi, M., Damen, D. & Dodd, J., Feb 2019, 2018 25th IEEE International Conference on Image Processing (ICIP 2018): Proceedings of a meeting held 7-10 October 2018, Athens, Greece. Institute of Electrical and Electronics Engineers (IEEE), p. 2077-2081 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
1 Citation (Scopus)
205 Downloads (Pure)

Ordinal Label Proportions

Poyiadzi, R., Santos-Rodriguez, R. & De Bie, T., 18 Jan 2019, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part I. Bonchi, F., Gärtner, T., Hurley, N., Ifrim, G. & Berlingerio, M. (eds.). Springer, Cham, p. 306-321 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11051 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
69 Downloads (Pure)

Semantically Selective Augmentation for Deep Compact Person Re-Identification

Ponce-López, V., Burghardt, T., Hannunna, S., Damen, D., Masullo, A. & Mirmehdi, M., 29 Jan 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Roth, S. & Leal-Taixé, L. (eds.). Springer Verlag, Vol. 11130. p. 551-561 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11130 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
57 Downloads (Pure)
2018

A 10 nW, 10 mV Signal Detector Using a 2 pA Standby Voltage Reference, for Always-on Sensors and Receivers

Adami, S-E., Yang, G., Zhang, C., Proynov, P. & Stark, B., May 2018, 2018 IEEE Applied Power Electronics Conference and Exposition (APEC 2018): Proceedings of a meeting held 4-8 March 2018, San Antonio, Texas, USA. Institute of Electrical and Electronics Engineers (IEEE), p. 1065-1070 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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2 Citations (Scopus)
249 Downloads (Pure)

A Comprehensive Study of Activity Recognition using Accelerometers

Twomey, N., Diethe, T., Fafoutis, X., Elsts, A., McConville, R., Flach, P. & Craddock, I., Jun 2018, In : Informatics. 5, 2, 37 p., 27.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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32 Citations (Scopus)
337 Downloads (Pure)

Activities of daily living ontology for ubiquitous systems: Development and evaluation

Woznowski, P. R., Tonkin, E. L. & Flach, P. A., Jul 2018, In : Sensors. 18, 7, 23 p., 2361.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
3 Citations (Scopus)
347 Downloads (Pure)

Activities of daily living ontology for ubiquitous systems

Tonkin, E. L. & Woznowski, P. R., 23 Mar 2018, 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops 2018): Proceedings of a meeting held 23 March 2018, Athens, Greece.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

2 Citations (Scopus)

Adaptive static scheduling in IEEE 802.15.4 TSCH networks

Fafoutis, X., Elsts, A., Oikonomou, G., Piechocki, R. & Craddock, I., Jun 2018, 2018 IEEE 4th World Forum on Internet of Things (WF-IoT). Institute of Electrical and Electronics Engineers (IEEE), p. 263-268 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
10 Citations (Scopus)
210 Downloads (Pure)

A Flexible 2.45-GHz Power Harvesting Wristband with Net System Output from -24.3 dBm of RF Power

Adami, S. E., Proynov, P., Hilton, G. S., Yang, G., Zhang, C., Zhu, D., Li, Y., Beeby, S. P., Craddock, I. J. & Stark, B. H., 1 Jan 2018, In : IEEE Transactions on Microwave Theory and Techniques. 66, 1, p. 380-395 16 p., 7955016.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
35 Citations (Scopus)
392 Downloads (Pure)

A Guide to the SPHERE 100 Homes Study Dataset

Elsts, A., Burghardt, T., Byrne, D., Camplani, M., Damen, D., Fafoutis, X., Hannuna, S., Harwin, W., Holmes, M., Janko, B., Ponce Lopez, V., Masullo, A., Mirmehdi, M., Oikonomou, G., Piechocki, R., Sherratt, S., Tonkin, E. L., Twomey, N., Vafeas, A., Woznowski, P. R. & 1 others, Craddock, I., 31 Oct 2018, (Unpublished) 38 p.

Research output: Working paperWorking paper and Preprints

File
23 Downloads (Pure)

An Accelerometer Lossless Compression Algorithm and Energy Analysis for IoT Devices

Pope, J., Vafeas, A., Elsts, A., Oikonomou, G., Piechocki, R. & Craddock, I., 15 Apr 2018, (Accepted/In press) 2018 IEEE Wireless Communications and Networking Conference Workshops (WCNCW). Institute of Electrical and Electronics Engineers (IEEE)

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Analysis of patient domestic activity in recovery from hip or knee replacement surgery: modelling wrist-worn wearable RSSI and accelerometer data in the wild

Holmes, M., Song, H., Tonkin, E. L., Perello Nieto, M., Grant, S. & Flach, P., 13 Jul 2018, Proceedings of the 3rd International Workshop on Knowledge Discovery in Healthcare Data: co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018). CEUR Workshop Proceedings, p. 13-20 8 p. (CEUR Workshop Proceedings; vol. 2148).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
44 Downloads (Pure)

Anomaly Detection in Star Light Curves using Hierarchical Gaussian Processes

Chen, H., Diethe, T., Twomey, N. & Flach, P., 27 Apr 2018, European Symposium on Artificial Neural Networks: ESANN. Bruges: European Symposium on Artificial Neural Networks

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
60 Downloads (Pure)

An Ultra Low Power Personalizable Wrist Worn ECG Monitor Integrated with IoT Infrastructure

Beach, C., Krachunov, S., Pope, J., Fafoutis, X., Piechocki, R. J., Craddock, I. & Casson, A. J., 28 Aug 2018, In : IEEE Access. 6, p. 44010-44021 12 p., 8432430.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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14 Citations (Scopus)
235 Downloads (Pure)

A review of air quality sensing technologies and their potential interfaces with IoT for asthma management

Bamashmoos, F., Woznowski, P. & Tryfonas, T., 26 Jun 2018, Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, PETRA 2018. Association for Computing Machinery (ACM), p. 470-475 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
2 Citations (Scopus)
273 Downloads (Pure)

A Web-Based Intervention for Relatives of People Experiencing Psychosis or Bipolar Disorder: Design Study Using a User-Centered Approach

McNaney, R., Honary, M., Fisher, N. & Lobban, F., 2018, In : Journal of Medical Internet Research. 5, 4

Research output: Contribution to journalArticle (Academic Journal)

Calorific expenditure estimation using deep convolutional network features

Wang, B., Tao, L., Burghardt, T. & Mirmehdi, M., 26 Apr 2018, Proceedings of the IEEE Winter Conference on Applications of Computer Vision 2018 (WACV18). Institute of Electrical and Electronics Engineers (IEEE)

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
1 Citation (Scopus)
218 Downloads (Pure)

CaloriNet: From silhouettes to calorie estimation in private environments

Masullo, A., Burghardt, T., Damen, D., Hannuna, S., Ponce Lopez, V. & Mirmehdi, M., 20 Jul 2018. 14 p.

Research output: Contribution to conferenceConference Paper

Open Access
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37 Downloads (Pure)

Challenges in Annotation of useR Data for UbiquitOUs Systems: Results from the 1st ARDUOUS Workshop

Yordanova, K., Paiement, A., Schroeder, M., Tonkin, E. L., Woznowski, P. R., Magnus Olsson, C., Rafferty, J. & Sztyler, T., 23 Mar 2018, 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops 2018).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access

Conversational Explanations of Machine Learning Predictions Through Class-contrastive Counterfactual Statements.

Sokol, K. & Flach, P. A., 13 Jul 2018, IJCAI. p. 5785-5786 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access

Data Fusion for Robust Indoor Localisation in Digital Health

Kozlowski, M., Byrne, D. B., Santos-Rodriguez, R. & Piechocki, R. J., Jun 2018, 2018 IEEE Wireless Communications and Networking Conference Workshops (WCNCW 2018): Proceedings of a meeting held 15-18 April 2018, Barcelona, Spain. Institute of Electrical and Electronics Engineers (IEEE), p. 302-307 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
2 Citations (Scopus)
245 Downloads (Pure)

Depth-based Whole Body Photoplethysmography in Remote Pulmonary Function Testing

Soleimani, V., Mirmehdi, M., Damen, D., Camplani, M., Hannuna, S., Sharp, C. & Dodd, J., Jun 2018, In : IEEE Transactions on Biomedical Engineering. 65, 6, p. 1421-1431 11 p., 8186188.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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5 Citations (Scopus)
238 Downloads (Pure)

Distributed Ledger Technology and the Internet of Things: A Feasibility Study

Elsts, A., Mitskas, E. & Oikonomou, G., 4 Nov 2018, Proceedings of the 1st Workshop on Blockchain-enabled Networked Sensor Systems. Association for Computing Machinery (ACM), p. 7-12 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
12 Citations (Scopus)
233 Downloads (Pure)

Efficient DCT-based secret key generation for the Internet of Things

Margelis, G., Fafoutis, X., Oikonomou, G., Piechocki, R., Tryfonas, T. & Thomas, P., 28 Aug 2018, In : Ad Hoc Networks. 11 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
8 Citations (Scopus)
273 Downloads (Pure)

Enabling Healthcare in Smart Homes: The SPHERE IoT Network Infrastructure

Elsts, A., Fafoutis, X., Woznowski, P. R., Tonkin, E. L., Oikonomou, G., Piechocki, R. & Craddock, I., Dec 2018, In : IEEE Communications Magazine. 56, 12, p. 164-170 8 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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10 Citations (Scopus)
285 Downloads (Pure)

Energy Efficiency in Reinforcement Learning for Wireless Sensor Networks

Kozlowski, M., McConville, R., Santos-Rodriguez, R. & Piechocki, R. J., 15 Jun 2018, (Accepted/In press) Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2018). CEUR Workshop Proceedings

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Energy-efficient, noninvasive water flow sensor

Vafeas, A., Elsts, A., Pope, J., Fafoutis, X., Oikonomou, G., Piechocki, R. & Craddock, I., 26 Jul 2018, Proceedings - 2018 IEEE International Conference on Smart Computing, SMARTCOMP 2018. Institute of Electrical and Electronics Engineers (IEEE), p. 139-146 8 p. 8421342

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

2 Citations (Scopus)

Energy expenditure estimation using visual and inertial sensors

Tao, L., Burghardt, T., Mirmehdi, M., Damen, D., Cooper, A., Camplani, M., Hannuna, S., Paiement, A. & Craddock, I., 1 Feb 2018, In : IET Computer VIsion. 12, 1, p. 36-47 12 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
4 Citations (Scopus)
290 Downloads (Pure)

Evaluation of cupboard door sensors for improving activity recognition in the kitchen

Whitehouse, S., Yordanova, K., Lüdtke, S., Paiement, A. T. M. & Mirmehdi, M., 8 Oct 2018, IEEE Annual Conference on Pervasive Computing and Communications Workshops (PerCom). Institute of Electrical and Electronics Engineers (IEEE), 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
2 Citations (Scopus)
50 Downloads (Pure)

Experiences and lessons learned from making IoT sensing platforms for large-scale deployments

Fafoutis, X., Elsts, A., Piechocki, R. & Craddock, I., 2018, In : IEEE Access. 6, p. 3140-3148 9 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
11 Citations (Scopus)
274 Downloads (Pure)

Exploiting WiFi Channel State Information for Residential Healthcare Informatics

Tan, B., Chen, Q., Chetty, K., Woodbridge, K., Li, W. & Piechocki, R., May 2018, In : IEEE Communications Magazine. 56, 5, p. 130-137 8 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
19 Citations (Scopus)
137 Downloads (Pure)

Extending the battery lifetime of wearable sensors with embedded machine learning

Fafoutis, X., Marchegiani, L., Elsts, A., Pope, J., Piechocki, R. & Craddock, I., Jun 2018, 2018 IEEE 4th World Forum on Internet of Things (WF-IoT 2018): Proceedings of a meeting held 5-8 February 2018, Singapore. Institute of Electrical and Electronics Engineers (IEEE), p. 269-274 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
14 Citations (Scopus)
279 Downloads (Pure)

Fabrication Techniques for Manufacturing Flexible Coils on Textiles for Inductive Power Transfer

Grabham, N. J., Li, Y., Clare, L. R., Stark, B. H. & Beeby, S. P., 15 Mar 2018, In : IEEE Sensors Journal. 18, 6, p. 2599-2606 8 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
14 Citations (Scopus)
247 Downloads (Pure)

Glass-Box: Explaining AI Decisions With Counterfactual Statements Through Conversation With a Voice-enabled Virtual Assistant.

Sokol, K. & Flach, P. A., 13 Jul 2018, IJCAI. p. 5868-5870 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access

Instant: A TSCH Schedule for Data Collection from Mobile Nodes

Elsts, A., Pope, J., Fafoutis, X., Piechocki, R. & Oikonomou, G., 1 Dec 2018, (Accepted/In press) Proceedings of the 2019 International Conference on Embedded Wireless Systems and Networks. 2019 ed. Association for Computing Machinery (ACM), p. 35-46 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
33 Downloads (Pure)

Label Propagation for Learning with Label Proportions

Poyiadzi, R., Santos-Rodriguez, R. & Twomey, N., Nov 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP 2018): Proceedings of a meeting held 17-20 September 2018, Aalborg, Denmark. Institute of Electrical and Electronics Engineers (IEEE), p. 264-270 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
270 Downloads (Pure)

Log-likelihood clustering-enabled passive rf sensing for residential activity recognition

Li, W., Tan, B., Xu, Y. & Piechocki, R. J., 1 Jul 2018, In : IEEE Sensors Journal. 18, 13, p. 5413-5421 9 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
5 Citations (Scopus)
196 Downloads (Pure)

On-Board Feature Extraction from Acceleration Data for Activity Recognition

Elsts, A., McConville, R., Fafoutis, X., Twomey, N., Piechocki, R., Santos-Rodriguez, R. & Craddock, I., 16 Feb 2018, EWSN ’18: Proceedings of the 2018 International Conference on Embedded Wireless Systems and Networks. Association for Computing Machinery (ACM), p. 163-186 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
37 Downloads (Pure)

Online Heart Rate Prediction using Acceleration from a Wrist Worn Wearable

McConville, R., Archer, G., Craddock, I., ter Horst, H., Piechocki, R., Pope, J. & Santos-Rodriguez, R., 20 Aug 2018.

Research output: Contribution to conferenceConference Paper

On Predicting the Battery Lifetime of IoT Devices: Experiences from the SPHERE Deployments

Fafoutis, X., Elsts, A., Vafeas, A., Oikonomou, G. & Piechocki, R., 4 Nov 2018, Proceedings of the 7th International Workshop on Real-World Embedded Wireless Systems and Networks . Association for Computing Machinery (ACM), p. 7-12 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
7 Citations (Scopus)
205 Downloads (Pure)

Passive Radar for Opportunistic Monitoring in e-Health Applications

Li, W., Tan, B. & Piechocki, R., 25 Jan 2018, In : IEEE Journal of Translational Engineering in Health and Medicine.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
14 Citations (Scopus)
292 Downloads (Pure)

Person Identification and Discovery With Wrist Worn Accelerometer Data

McConville, R., Santos-Rodriguez, R. & Twomey, N., 22 Mar 2018, Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2018. p. 615-620 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
44 Downloads (Pure)

Privacy, boundaries and smart homes for health: an ethnographic study

Burrows, A., Coyle, D. & Gooberman-Hill, R., 1 Mar 2018, In : Health and Place. 50, p. 112-118 7 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
8 Citations (Scopus)
256 Downloads (Pure)

Quietly watching: unobtrusive wrist-worn annotation with tactile feedback

Tonkin, E. L. & Xia, Y., 24 Jun 2018, (Accepted/In press) Proceedings of the EuroHaptics 2018 workshops.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Randomised controlled trial of high versus ad libitum water intake in patients with autosomal dominant polycystic kidney disease: Rationale and design of the DRINK feasibility trial

El-Damanawi, R., Lee, M., Harris, T., Mader, L. B., Bond, S., Pavey, H., Sandford, R. N., Wilkinson, I. B., Burrows, A., Woznowski, P. R., Ben-Shlomo, Y., Frankl, F. E. K. & Hiemstra, T. F., 9 May 2018, In : BMJ Open. 8, 5, e022859.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
6 Citations (Scopus)
37 Downloads (Pure)

Releasing eHealth analytics into the wild: Lessons learnt from the SPHERE project

Diethe, T., Nieto, M. P., Tonkin, E., Holmes, M., Sokol, K., Twomey, N., Kull, M., Song, H. & Flach, P., 19 Jul 2018, KDD'18: Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 243-252 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
2 Citations (Scopus)
303 Downloads (Pure)

Residential wearable RSSI and accelerometer measurements with detailed location annotations

Byrne, D., Kozlowski, M., Santos-Rodriguez, R., Piechocki, R. & Craddock, I., 21 Aug 2018, In : Scientific Data. 5, 14 p., 180168.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
3 Citations (Scopus)
282 Downloads (Pure)

Scheduling High-Rate Unpredictable Traffic in IEEE 802.15.4 TSCH Networks

Elsts, A., Fafoutis, X., Pope, J., Oikonomou, G., Piechocki, R. & Craddock, I., Apr 2018, 2017 13th International Conference on Distributed Computing in Sensor Systems (DCOSS 2017): Proceedings of a meeting held 5-7 June 2017, Ottawa, Ontario, Canada. Institute of Electrical and Electronics Engineers (IEEE), p. 3-10 8 p. 8271938

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
18 Citations (Scopus)
296 Downloads (Pure)