Luigi Celona
Scholar

Luigi Celona

Google Scholar ID: F9vDCKAAAAAJ
Assistant Professor, University of Milano-Bicocca
Visual quality assessmentComputer visionDeep learningMachine learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
2,194
 
H-index
18
 
i10-index
23
 
Publications
20
 
Co-authors
0
 
Contact
Emailluigi.celona@gmail.comCVOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
4 items
Face anonymization preserving facial expressions and photometric realism
2026
Cited
0
Network-Specific Models for Multimodal Brain Response Prediction
arXiv.org · 2025
Cited
0
Cross-Camera Distracted Driver Classification through Feature Disentanglement and Contrastive Learning
arXiv.org · 2024
Cited
0
Improving Image Captioning Descriptiveness by Ranking and LLM-based Fusion
arXiv.org · 2023
Cited
24
Resume
Research Experience
  • Associate Editor for Elsevier Neurocomputing
  • Associate Editor for Springer Image, Signal and Video Processing
  • AI-based driver monitoring project
  • Image Aesthetic Assessment research
  • Image/Video Quality assessment research
Background
  • Assistant Professor at the Department of Informatics, Systems and Communication (DISCo), University of Milano-Bicocca, Italy
  • Member of the Intelligent Sensing Laboratory headed by Prof. Paolo Napoletano
  • Main research focus on signal, image, and video analysis and understanding
  • Image and video analysis primarily on perceptual metrics for quality, aesthetics, and memorability
  • Visual understanding research includes facial analysis and monitoring
  • Audio signal understanding includes speaker recognition and emotional state recognition