Elisabeta Marinoiu
Papers
1
Total Citations
103
H-Index
1
About
Elisabeta Marinoiu is a leading researcher in computer vision and human behavior analysis, with a focus on developing AI systems that understand and respond to human actions and emotions in real-world, socially impactful contexts. Her key research areas include 3D human sensing, action recognition, and emotion recognition, particularly applied to assistive robotics and therapy. Her most notable contribution is the pioneering work on fine-grained action and emotion recognition in robot-assisted therapy for children with autism, where she introduced novel tasks on non-staged, long-duration videos—a significant departure from controlled lab settings. This work, published in 2018 and garnering over 100 citations, addresses the challenges of large, variable datasets and has direct implications for improving social interaction and therapeutic outcomes. Marinoiu’s research stands out for its emphasis on ecological validity and real-world deployment, bridging the gap between computer vision algorithms and clinical applications. Her achievements highlight a commitment to using AI for social good, making her a key figure in the intersection of affective computing and assistive technology.
Research Focus
Key Achievements
Top Papers
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