Valentina Donzella
Scholar

Valentina Donzella

Google Scholar ID: lV1A_88AAAAJ
Professor, Queen Mary University of London
#IVSensorsPerception SensorsMachine Learning and DNNsData QualityData Compression
Citations & Impact
All-time
Citations
1,490
 
H-index
16
 
i10-index
23
 
Publications
20
 
Co-authors
25
list available
Resume (English only)
Academic Achievements
  • Senior Member of IEEE, Senior Fellow of Higher Education Academy, EPSRC College Member, AESIN Lead of the Sensors Special Interest Group.
Research Experience
  • Head of the Intelligent Vehicles Group at WMG, designed and launched the Smart Connected and Autonomous Vehicles MSc; Currently, Head of SPRING group (Sensing and Perception for INtelligent Systems) and SEMS Research Excellence Framework Research Culture Lead at QMUL.
Education
  • Ph.D. (with honours) in Innovative Technologies for Communication and Information Engineering from Scuola Superiore Sant'Anna (Pisa, Italy); Postdoctoral researcher at the University of British Columbia (Vancouver, Canada), working on integrated optical sensors on Silicon Photonics chips.
Background
  • Electronic Engineer with in-depth research knowledge on Silicon Photonics and optical sensing with applications in Intelligent Systems. Areas of expertise include adverse weather/environmental conditions noise models for perception sensors, data quality evaluation for perception sensors, machine learning based perception and fusion, data compression/reduction, and digital twins.
Miscellany
  • Office: Engineering 218, Mile End; Email: v.donzella@qmul.ac.uk; Feedback/support hours: Monday (f2f-Teams) 15:30-16:30, Thursday (f2f-Teams) 12:00-13:00.