Gian Diego Tipaldi

University of Freiburg, Sapienza University of Rome

Papers

34

Total Citations

1,820

H-Index

21

About

Gian Diego Tipaldi is a robotics researcher whose work spans mobile robot localization, simultaneous localization and mapping (SLAM), people tracking, and 3D perception for autonomous systems. His research has made foundational contributions to how robots understand and navigate dynamic, real-world environments. Tipaldi's early work on SLAM using Rao-Blackwellized particle filters (177 citations) established robust probabilistic frameworks for robot mapping, while his analysis of laser-based localization accuracy (125 citations) advanced industrial mobile robotics. His 2010 paper on people tracking with social force models (326 citations) remains a landmark contribution, demonstrating that incorporating human behavioral dynamics dramatically improves tracking performance in populated spaces. He further extended this with place-dependent tracking approaches that account for environmental context. A recurring theme in his research is handling environmental change — his work on lifelong localization (113 citations) tackled the critical challenge of robots maintaining accurate positioning in evolving environments. His 2016 contributions on motion-based detection and rigid scene flow using 3D LiDAR (181 and 113 citations respectively) positioned him as a key figure in autonomous driving perception. His FLIRT feature descriptor for 2D range data (112 citations) has also become a widely adopted tool across the robotics community.

Research Focus

Key Achievements

21
H-Index
34
Papers
1,820
Total Citations
54
Avg Citations/Paper
🏆 Most Cited Paper
People tracking with human motion predictions from social forces
326 citations · 2010
📈 Most Prolific Year: 2013 (5 Papers)
🤝 Key Collaborators: 36
🏛 Institutions: University of Freiburg, Sapienza University of Rome

Top Papers

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Key Collaborators

Contact & Links

Available for collaboration
Content generated · 15 days ago