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Personal profile

Area of academic expertise - outline

Signal/Image Processing and Analysis, Medical Imaging, Biomedical Engineering, Statistical Signal and Image Modelling, Pattern Recognition/Machine Learning, Connected Health, Telecommunications, UAVs

Current research activities

  • Analysis of audio signals for continuous monitoring of respiratory patients using smartphones
  • Automatic detection, recognition and identification of small objects in thermal imaging
  • Flood monitoring and prevention using hyperspectral imaging and UAVs

Desired research direction

My research pursues solving different problems using applied signal or image processing and machine learning.  Apart from pushing the boundaries of those disciplines, I have always worked on the applied side to achieve tangible products at upper technology readiness levels. This has helped to secure industry funding from industry (e.g., Thales UK) and to develop further studies using the developed technology in the biomedical engineering area. I am currently focused on the development use of smartphones and UAVs for different applications, including healthcare monitoring, prevention of natural disasters, and environmental awareness.

Target collaborative companies

Electronics industry, healthcare technology companies, NHS and government institutions.

Fingerprint Dive into the research topics where Pablo Casaseca is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 9 Similar Profiles
Smartphones Engineering & Materials Science
Unmanned aerial vehicles (UAV) Engineering & Materials Science
Learning systems Engineering & Materials Science
Cough Medicine & Life Sciences
Principal component analysis Engineering & Materials Science
Signal reconstruction Engineering & Materials Science
Health Engineering & Materials Science
Classifiers Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2009 2020

3 Downloads (Pure)

Objective ADHD diagnosis using convolutional neural networks over daily-life activity records

Amado-Caballero, P., Casaseca-de-la-Higuera, P., Alberola-Lopez, S., Andres-de-Llano, J. M., Lopez-Villalobos, J. A., Garmendia-Leiza, J. R. & Alberola-Lopez, C., 6 Jan 2020, In : IEEE Journal of Biomedical and Health Informatics.

Research output: Contribution to journalArticle

Open Access
File
Attention Deficit Disorder with Hyperactivity
Neural networks
Actigraphy
Area Under Curve
Learning
1 Citation (Scopus)
122 Downloads (Pure)

A machine hearing system for robust cough detection based on a high-level representation of band-specific audio features

Monge-Álvarez, J., Hoyos Barceló, C., San-José-Revuelta, L. M. & Casaseca-de-la-Higuera, P., 31 Aug 2019, In : IEEE Transactions on Biomedical Engineering. 66, 8, p. 2319-2330 12 p.

Research output: Contribution to journalArticle

Open Access
File
Audition
Monitoring
Respiratory system
Patient monitoring
Conveying
32 Downloads (Pure)

Benchmarking machine-learning-based object detection on a UAV and mobile platform

Martinez-Alpiste, I., Casaseca-de-la-Higuera, P., Alcaraz-Calero, J. M., Grecos, C. & Wang, Q., 30 Apr 2019, 2019 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, 6 p. (IEEE Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Benchmarking
Unmanned aerial vehicles (UAV)
Learning systems
Smartphones
Testbeds
Open Access
File
HTTP
Bandwidth
Video streaming
Image coding
Scalability
3 Citations (Scopus)
87 Downloads (Pure)

A novel infrared video surveillance system using deep learning based techniques

Zhang, H., Luo, C., Wang, Q., Kitchin, M., Parmley, A., Monge-Alvarez, J. & Casaseca, J. P., 11 Apr 2018, In : Multimedia Tools and Applications. 77, 20, p. 26657-26676 20 p.

Research output: Contribution to journalArticle

Open Access
File
Target tracking
Infrared radiation
Pixels
Ground vehicles
Military applications

Profiles

Unmanned aerial vehicles (UAV)
Learning systems
Smartphones
Object recognition
Benchmarking
Electroencephalography
Biometrics
Authentication
Brain
Electrocardiography
Supply chains
Tempering
Bidding
Supply chain
Reverse auctions