Outputs (15)

Learning deep and shallow features for human activity recognition. (2017)
Conference Proceeding
SANI, S., MASSIE, S., WIRATUNGA, N. and COOPER, K. 2017. Learning deep and shallow features for human activity recognition. In Li, G., Ge, Y, Zhang, Z., Jin, Z. and Blumenstein, M. (eds.) Knowledge science, engineering and management: proceedings of the 10th International knowledge science, engineering and management conference (KSEM 2017), 19-20 August 2017, Melbourne, Australia. Lecture notes in computer science, 10412. Cham: Springer [online], pages 469-482. Available from: https://doi.org/10.1007/978-3-319-63558-3_40

selfBACK is an mHealth decision support system used by patients for the self-management of Lower Back Pain. It uses Human Activity Recognition from wearable sensors to monitor user activity in order to measure their adherence to prescribed physical a... Read More about Learning deep and shallow features for human activity recognition..

kNN sampling for personalised human recognition. (2017)
Conference Proceeding
SANI, S., WIRATUNGA, N., MASSIE, S. and COOPER, K. 2017. kNN sampling for personalised human recognition. In Aha, D.W. and Lieber, J. (eds.) Case-based reasoning research and development: proceedings of the 25th International case-based reasoning conference (ICCBR 2017), 26-28 June 2017, Trondheim, Norway. Lecture notes in computer science, 10339. Cham: Springer [online], pages 330-344. Available from: https://doi.org/10.1007/978-3-319-61030-6_23

The need to adhere to recommended physical activity guidelines for a variety of chronic disorders calls for high precision Human Activity Recognition (HAR) systems. In the SelfBACK system, HAR is used to monitor activity types and intensities to enab... Read More about kNN sampling for personalised human recognition..

SelfBACK: Activity recognition for self-management of low back pain. (2016)
Conference Proceeding
SANI, S., WIRATUNGA, N., MASSIE, S. and COOPER, K. 2016. SelfBACK: Activity recognition for self-management of low back pain. In Bramer, M. and Petridis, M. (eds.) 2016. Research and development in intelligent systems XXXIII: incorporating applications and innovations in intelligent systems XXIV: proceedings of the 36th SGAI nternational conference on innovative techniques and applications of artificial intelligence (SGAI 2016), 13-15 December 2016, Cambridge, UK. Cham: Springer [online], pages 281-294. Available from: https://doi.org/10.1007/978-3-319-47175-4_21

Low back pain (LBP) is the most significant contributor to years lived with disability in Europe and results in significant financial cost to European economies. Guidelines for the management of LBP have self-management at their cornerstone, where pa... Read More about SelfBACK: Activity recognition for self-management of low back pain..

Reproducibility of body volume assessments in survival clothing in fixed and portable scanning systems. (2013)
Conference Proceeding
LEDINGHAM, R.J., NEVILL, A.M. and STEWART, A.D. 2013. Reproducibility of body volume assessments in survival clothing in fixed and portable scanning systems. In Proceedings of the 4th International conference on 3D body scanning technologies (3DBST 2013), 19-20 November 2013, Long Beach, USA. Ascona: Hometrica Consulting [online], pages 355-359. Available from: https://doi.org/10.15221/13.355

The recent development of portable 3D scanning systems for industries such as animation and museum artefact digitisation have considerable potential for applications involving human body measurement. However, this requires a system for validation of... Read More about Reproducibility of body volume assessments in survival clothing in fixed and portable scanning systems..

Volumetric and space requirements of the offshore workforce: the effects of donning a survival suit. (2013)
Conference Proceeding
LEDINGHAM, R.J. and STEWART A.D. 2013. Volumetric and space requirements of the offshore workforce: the effects of donning a survival suit. In Proceedings of the 4th International conference on 3D body scanning technologies (3DBST 2013), 19-20 November 2013, Long Beach, USA. Ascona: Hometrica Consulting [online], pages 317-322. Available from: https://doi.org/10.15221/13.317

Confined space working is common place within the offshore oil and gas infrastructure and it is a persons absolute size that governs their fit within this built environment. The design and adjustability of the environment must be based on the assumed... Read More about Volumetric and space requirements of the offshore workforce: the effects of donning a survival suit..