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Irene Ballester Campos

Univ.Ass. / MSc

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2026W

 

  • Depth-weighted detection of behaviours of risk in people with dementia using cameras / Mishra, P. K., Ballester, I., Iaboni, A., Ye, B., Newman, K., Mihailidis, A., & Khan, S. S. (2026). Depth-weighted detection of behaviours of risk in people with dementia using cameras. Biomedical Signal Processing and Control, 121, 1–9. https://doi.org/10.1016/j.bspc.2026.110324
    Project: visuAAL (2020–2026)
  • Audio-Visual Open-Vocabulary Egocentric Spatio-Temporal Action Localization with NeRFs / Ballester Campos, I. (2025, December 2). Audio-Visual Open-Vocabulary Egocentric Spatio-Temporal Action Localization with NeRFs [Poster Presentation]. 20th Women in Machine Learning Workshop (WiML 2025), San Diego, United States of America (the). http://hdl.handle.net/20.500.12708/222026
  • Multimodal 4D Scene Understanding in Egocentric Videos / Ballester Campos, I. (2025, July 7). Multimodal 4D Scene Understanding in Egocentric Videos [Presentation]. Exchange in the course of the Intelligent Multi Agent Robotic Systems (iMARS) project 2025, Italy.
    Project: iMARS (2024–2028)
  • SPiKE: 3D Human Pose from Point Cloud Sequences / Ballester, I., Peterka, O., & Kampel, M. (2025). SPiKE: 3D Human Pose from Point Cloud Sequences. In A. Antonacopoulos, S. Chaudhuri, R. Chellappa, Cl. Liu, S. Bhattacharya, & U. Pal (Eds.), Pattern Recognition (pp. 470–486). https://doi.org/10.1007/978-3-031-78456-9_30
    Project: visuAAL (2020–2026)
  • Fall Detection / Lumetzberger, J., Ballester, I., & Kampel, M. (2025). Fall Detection. In A. A. Salah, L. Colonna, & F. Florez-Revuelta (Eds.), Privacy-Aware Monitoring for Assisted Living : Ethical, Legal, and Technological Aspects of Audio- and Video-Based AAL Solutions (Vol. 270, pp. 131–154). Springer. https://doi.org/10.1007/978-3-031-84158-3_5
    Project: GoodBrother (2020–2024)
  • Depth-based interactive assistive system for dementia care / Ballester, I., Gall, M., Münzer, T., & Kampel, M. (2024). Depth-based interactive assistive system for dementia care. Journal of Ambient Intelligence and Humanized Computing, 15(12), 3901–3912. https://doi.org/10.1007/s12652-024-04865-0
    Project: visuAAL (2020–2026)
  • Leveraging 3D Vision and AI for Personalised Assistance in Dementia Care / Ballester Campos, I. (2024, November 22). Leveraging 3D Vision and AI for Personalised Assistance in Dementia Care [Presentation]. O´Science Day –  Handlungswissenschaft und künstliche Intelligenz – wie verändert künstliche Intelligenz unsere Handlungen und unseren Alltag? 2024, Austria. http://hdl.handle.net/20.500.12708/206154
    Project: visuAAL (2020–2026)
  • MEASURING DEMENTIA BEHAVIOURS FROM DEPTH MAPS / Ballester Campos, I. (2024, July 8). MEASURING DEMENTIA BEHAVIOURS FROM DEPTH MAPS [Poster Presentation]. ICVSS 2024 International Computer Vision Summer School, Sicily, Italy.
    Project: visuAAL (2020–2026)
  • Measuring dementia behaviours through depth sensors / Ballester Campos, I. (2024, June). Measuring dementia behaviours through depth sensors [Presentation]. RPL Summer School 2024, Stockholm, Sweden.
    Project: visuAAL (2020–2026)
  • ToiletHelp: Leveraging 3D sensors to assist people with dementia in the toilet / Ballester Campos, I. (2024, April 5). ToiletHelp: Leveraging 3D sensors to assist people with dementia in the toilet [Conference Presentation]. Jahreskongress der ÖGGG 2024 (Austrian Society of Geriatrics and Gerontology), Wien, Austria.
  • Action Recognition from 4D Point Clouds for Privacy-Sensitive Scenarios in Assistive Contexts / Ballester, I., & Kampel, M. (2024). Action Recognition from 4D Point Clouds for Privacy-Sensitive Scenarios in Assistive Contexts. In Computers Helping People with Special Needs (pp. 359–364). https://doi.org/10.1007/978-3-031-62849-8_44
    Project: visuAAL (2020–2026)
  • Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences / Adeli, V., Mehraban, S., Ballester, I., Zarghami, Y., Sabo, A., Iaboni, A., & Taati, B. (2024). Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson’s Disease Severity in Walking Sequences. In 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG) (pp. 1–10). https://doi.org/10.1109/FG59268.2024.10581933
    Project: visuAAL (2020–2026)
  • Vision-Based Toilet Assistant for People with Dementia in Real-Life Situations / Ballester, I., Gall, M., Münzer, T., & Kampel, M. (2024). Vision-Based Toilet Assistant for People with Dementia in Real-Life Situations. In 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) (pp. 141–147). https://doi.org/10.1109/PerComWorkshops59983.2024.10503526
    Project: visuAAL (2020–2026)
  • Measuring dementia behaviours through depth sensors / Ballester Campos, I., & Kampel, M. (2024). Measuring dementia behaviours through depth sensors. In Proceedings of the Joint visuAAL-GoodBrother Conference on trustworthy video- and audio-based assistive technologies – COST Action CA19121 - Network on Privacy-Aware Audio- and Video-Based Applications for Active and Assisted Living. Joint visuAAL-GoodBrother Conference on trustworthy video- and audio-based assistive technologies, Alicante, Spain.
    Project: visuAAL (2020–2026)
  • Ethical Impact Identification of a Dementia Behaviour Monitoring System / Ballester, I., & Kampel, M. (2024). Ethical Impact Identification of a Dementia Behaviour Monitoring System. In 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG) (pp. 1–5). https://doi.org/10.1109/FG59268.2024.10581932
    Project: visuAAL (2020–2026)
  • Interaction Design of a Toileting Assistive System for People with Dementia / Ballester Campos, I., Gall, M., & Kampel, M. (2023, April 28). Interaction Design of a Toileting Assistive System for People with Dementia [Poster Presentation]. Workgroup on Interactive Systems in Healthcare (WISH) 2023, Hamburg, Germany. http://hdl.handle.net/20.500.12708/190288
    Project: visuAAL (2020–2026)
  • Automated vision-based toilet assistance for people with dementia / Ballester, I., & Kampel, M. (2022). Automated vision-based toilet assistance for people with dementia. In M. Zallio (Ed.), Proceedings of the AHFE International Conference on Human Factors in Accessibility and Assistive Technology (oder Thema des spezifischen Bandes). https://doi.org/10.54941/ahfe1001638
    Project: DIANA (2020–2023)
  • RITA: A Privacy-Aware Toileting Assistance Designed for People with Dementia / Ballester, I., Mujirishvili, T., & Kampel, M. (2022). RITA: A Privacy-Aware Toileting Assistance Designed for People with Dementia. In Pervasive Computing Technologies for Healthcare (pp. 318–330). https://doi.org/10.1007/978-3-030-99194-4_20
    Project: visuAAL (2020–2026)
  • DOT: Dynamic Object Tracking for Visual SLAM / Ballester, I., Fontan, A., Civera, J., Strobl, K. H., & Triebel, R. (2021). DOT: Dynamic Object Tracking for Visual SLAM. In 2021 IEEE International Conference on Robotics and Automation (ICRA). 2021 IEEE International Conference on Robotics and Automation (ICRA 2021), Xi’an, China. https://doi.org/10.1109/icra48506.2021.9561452