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Article (Academic Journal)
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)

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264 Downloads (Pure)
2018

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
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3 Citations (Scopus)
347 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
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35 Citations (Scopus)
392 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 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)

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)

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
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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 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
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4 Citations (Scopus)
290 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
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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
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19 Citations (Scopus)
137 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
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14 Citations (Scopus)
247 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
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5 Citations (Scopus)
196 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
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14 Citations (Scopus)
292 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
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8 Citations (Scopus)
256 Downloads (Pure)

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
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6 Citations (Scopus)
37 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
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3 Citations (Scopus)
282 Downloads (Pure)

Talk, text, tag? Understanding self-annotation of smart home data from a user’s perspective

Tonkin, E. L., Burrows, A., Woznowski, P. R., Laskowski, P., Yordanova, K., Twomey, N. & Craddock, I., Jul 2018, In : Sensors. 18, 7, 22 p., 2365.

Research output: Contribution to journalArticle (Academic Journal)

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

Temperature-resilient time synchronization for the internet of things

Elsts, A., Fafoutis, X., Duquennoy, S., Oikonomou, G., Piechocki, R. & Craddock, I., May 2018, In : IEEE Transactions on Industrial Informatics. 14, 5, p. 2241-2250 10 p.

Research output: Contribution to journalArticle (Academic Journal)

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

User experience of cognitive behavioral therapy apps for depression: An analysis of app functionality and user reviews

Stawarz, K., Preist, C., Tallon, D., Wiles, N. & Coyle, D., Jun 2018, In : JMIR. 20, 6, 15 p., e10120.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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25 Citations (Scopus)
429 Downloads (Pure)
Open Access
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5 Citations (Scopus)
289 Downloads (Pure)
2017

Beyond Sigmoids: How to obtain well-calibrated probabilities from binary classifiers with beta calibration

Kull, M., Silva Filho, T. M. & Flach, P., 15 Dec 2017, In : Electronic Journal of Statistics. 11, 2, p. 5052-5080 29 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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3 Citations (Scopus)
592 Downloads (Pure)

Compound Radar Approach for Breast Imaging

Byrne, D. B., Sarafianou, M. & Craddock, I. J., Jan 2017, In : IEEE Transactions on Biomedical Engineering. 64, 1, p. 40-51 12 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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22 Citations (Scopus)
458 Downloads (Pure)

CRC Error Correction in IoT Applications

Tsimbalo, E., Fafoutis, X. & Piechocki, R. J., Feb 2017, In : IEEE Transactions on Industrial Informatics. 13, 1, p. 361-369 9 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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15 Citations (Scopus)
269 Downloads (Pure)

Designing Wearable Sensing Platforms for Healthcare in a Residential Environment

Fafoutis, X., Vafeas, A., Janko, B., Sherratt, S., Pope, J., Elsts, A., Mellios, E., Hilton, G., Oikonomou, G., Piechocki, R. & Craddock, I., 7 Sep 2017, In : EAI Endorsed Transactions on Pervasive Health and Technology. 17, 12, 11 p., e1.

Research output: Contribution to journalArticle (Academic Journal)

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312 Downloads (Pure)

Less Becomes More for Microwave Imaging: Design and Validation of an Ultrawide-Band Measurement Array

Byrne, D., Craddock, I., Gibbins, D., Monsalve, B. & Henriksson, T., Oct 2017, In : IEEE Antennas and Propagation Magazine. 59, 5, p. 72-85 14 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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4 Citations (Scopus)
234 Downloads (Pure)

Multiple human tracking in RGB-depth data: a survey

Camplani, M., Paiement, A., Mirmehdi, M., Damen, D., Hannuna, S., Burghardt, T. & Tao, L., Jun 2017, In : IET Computer VIsion. 11, 4, p. 265-285 21 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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17 Citations (Scopus)
541 Downloads (Pure)

Off-body antenna wireless performance evaluation in a residential environment

Dumanli, S., Sayer, L., Mellios, E., Fafoutis, X., Hilton, G. & Craddock, I., Nov 2017, In : IEEE Transactions on Antennas and Propagation. 65, 11, p. 6076-6084 9 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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7 Citations (Scopus)
296 Downloads (Pure)

Remote, depth-based lung function assessment

Soleimani, V., Mirmehdi, M., Damen, D., Dodd, J., Hannuna, S., Sharp, C., Camplani, M. & Viner, J., 15 Jul 2017, In : IEEE Transactions on Biomedical Engineering. 64, 8, p. 1943-1958 16 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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10 Citations (Scopus)
367 Downloads (Pure)
Open Access
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12 Citations (Scopus)
671 Downloads (Pure)

Temperature Dependence of a Magnetically Levitated Electromagnetic Vibration Energy Harvester

Pancharoen, K., Zhu, D. & Beeby, S., 2017, In : Sensors and Actuators A: Physical.

Research output: Contribution to journalArticle (Academic Journal)

Toward respiratory assessment using depth measurements from a time-of-flight sensor

Sharp, C., Soleimani, V., Hannuna, S., Camplani, M., Damen, D., Viner, J., Mirmehdi, M. & Dodd, J. W., 7 Feb 2017, In : Frontiers in Physiology. 8, 8 p., 65.

Research output: Contribution to journalArticle (Academic Journal)

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

Unsupervised learning of sensor topologies for improving activity recognition in smart environments

Twomey, N., Diethe, T., Craddock, I. & Flach, P., 19 Apr 2017, In : Neurocomputing. 234, p. 93-106 13 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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14 Citations (Scopus)
375 Downloads (Pure)
2016

1st International Conference on Advanced Energy Materials, AEM2016 and paper in the Materials Today: Proceedings, 2016

Arumugam, S., Li, Y., Senthilarasu, S., Torah, R., kanibolotsky, A. L., Inigo, A. R., Skabarac, P. J. & beeby, S., 2016, In : Journal of Materials Chemistry.

Research output: Contribution to journalArticle (Academic Journal)

Activity recognition in multiple contexts for smart-house data

Sokol, K. & Flach, P., 22 Jun 2016, In : CEUR Workshop Proceedings. 1865, p. 66-72 7 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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57 Downloads (Pure)

An electromechanical model of ferroelectret for energy harvesting.

Beeby, S., Lou, Z. & Zhu, D., 14 Mar 2016, In : Smart Materials and Structures.

Research output: Contribution to journalArticle (Academic Journal)

7 Citations (Scopus)

A Numerical Study of Debye and Conductive Dispersion in High Dielectric Materials Using a General ADE-FDTD Algorithm

Gibbins, D., Railton, C., Craddock, I. & Henriksson, T. N. T., Jun 2016, In : IEEE Transactions on Antennas and Propagation. 64, 6, p. 2401-2409 9 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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6 Citations (Scopus)
281 Downloads (Pure)

A residential maintenance-free long-term activity monitoring system for healthcare applications

Fafoutis, X., Tsimbalo, E., Mellios, E., Hilton, G. S., Piechocki, R. J. & Craddock, I. J., Dec 2016, In : EURASIP Journal on Wireless Communications and Networking. 2016, 1, 20 p., 31.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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24 Citations (Scopus)
366 Downloads (Pure)

A Survey on Wireless Body Area Networks for eHealthcare Systems in Residential Environments

Ghamari, M., Janko, B., Sherratt, S., Harwin, W., Piechocki, R. J. & Soltanpur, C., Jun 2016, In : Sensors. 16, 6, 33 p., 831.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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103 Citations (Scopus)
302 Downloads (Pure)

BLE or IEEE 802.15.4: Which Home IoT Communication Solution is more Energy-Efficient?

Fafoutis, X., Tsimbalo, E., Zhao, W., Chen, H., Mellios, E., Harwin, W., Piechocki, R. & Craddock, I., 20 Dec 2016, In : EAI Endorsed Transactions on the Internet of Things. 16, 5, e4.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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331 Downloads (Pure)

Classification and suitability of sensing technologies for activity recognition

Woznowski, P. R., Kaleshi, D., Oikonomou, G. & Craddock, I. J., 1 Sep 2016, In : Computer Communications. 89-90, p. 34-50 17 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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18 Citations (Scopus)
416 Downloads (Pure)

Cost-sensitive boosting algorithms: Do we really need them?

Nikolaou, N., Edakunni, N., Kull, M., Flach, P. & Brown, G., 1 Sep 2016, In : Machine Learning. 104, 2, p. 359-384 26 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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15 Citations (Scopus)
309 Downloads (Pure)

Could In-home Sensors Surpass Human Observation of People at High Risk of Falling? An Ethnographic Study

Stack, E., King, R., Janko, B., Burnett, M., Hammersley, N., Agarwal, V., Hannuna, S. L., Burrows, A. B. & Ashburn, A. M., 14 Feb 2016, In : BioMed Research International. 2016, 10 p., 3703745.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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7 Citations (Scopus)
206 Downloads (Pure)

Evaluation of Two Approaches for Breast Surface Measurement Applied to a Radar-Based Imaging System

Sarafianou, M., Preece, A. W., Craddock, I. J., Klemm, M. & Leendertz, J., 2 Feb 2016, In : IEEE Transactions on Antennas and Propagation. 64, 2, p. 609-617 9 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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11 Citations (Scopus)
319 Downloads (Pure)

MARIA M4: clinical evaluation of a prototype ultrawideband radar scanner for breast cancer detection

Preece, A. W., Craddock, I. J., Shere, M. H., Jones, L. I. L. & Winton, H. L., Jul 2016, In : Journal of Medical Imaging. 3, 3, 7 p., 033502.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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57 Citations (Scopus)
298 Downloads (Pure)

On the Need for Structure Modelling in Sequence Prediction

Twomey, N., Diethe, T. & Flach, P., Sep 2016, In : Machine Learning. 104, 2, p. 291–314 24 p.

Research output: Contribution to journalArticle (Academic Journal)

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

Reconstruction of Angular Kinematics From Wrist-Worn Inertial Sensor Data for Smart Home Healthcare

Villeneuve, E., Harwin, W., Holderbaum, W., Janko, B. & Sherratt, S., 2016, In : IEEE Access.

Research output: Contribution to journalArticle (Academic Journal)

Signal Quality and Compactness of a Dual-Accelerometer System for Gyro-Free Human Motion Analysis

Villeneuve, E., Harwin, W. S., Holderbaum, W., Sherratt, R. S. & White, R. J., 15 Aug 2016, In : IEEE Sensors Journal. 16, 16, p. 6261-6269 9 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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258 Downloads (Pure)