Andrea Cavallaro
Papers
19
Total Citations
1,018
H-Index
7
About
Andrea Cavallaro is a prominent researcher whose work spans computer vision, multi-sensor systems, robotics, and human-robot interaction. Best known for his foundational contributions to video tracking, his book *Video Tracking: Theory and Practice* (2011, 166 citations) remains an essential reference for researchers tackling object localization and trajectory estimation from cameras. His work on cooperative multi-robot systems for observing moving targets (2016, 200 citations) has significantly advanced how autonomous agents collaborate to solve complex real-world challenges, while his research on prioritized target tracking with collaborative camera networks bridges fixed and mobile sensing infrastructures. Cavallaro has pioneered multi-modal perception, developing audio-visual frameworks for multi-speaker tracking on compact sensor platforms and pushing the boundaries of affordance detection for resource-constrained robotic systems. His CORSMAL benchmark initiative stands out as a landmark contribution to human-robot handover research, enabling rigorous evaluation of container property estimation — a critical capability for safe robotic manipulation. With over 470 citations across his robotics and vision work alone, and interdisciplinary reach extending into ocean colour remote sensing, Cavallaro's research consistently addresses real-world deployment challenges, making him a highly influential figure bridging theoretical innovation and applied intelligent systems.
Research Focus
Key Achievements
Top Papers
- 1Sensor Capability and Atmospheric Correction in Ocean Colour Remote Sensing486 citations · 2015
- 2Cooperative Robots to Observe Moving Targets: Review200 citations · 2016
- 3Video Tracking: Theory and Practice166 citations · 2011
- 4Multi-Speaker Tracking From an Audio–Visual Sensing Device60 citations · 2019
- 5
- 6Prioritized target tracking with active collaborative cameras9 citations · 2016
- 7The CORSMAL Benchmark for the Prediction of the Properties of Containers9 citations · 2022
- 8Motion Prediction for First-Person Vision Multi-object Tracking7 citations · 2020
- 9An Affordance Detection Pipeline for Resource-Constrained Devices5 citations · 2021
- 10