Garima Samvedi
Papers
1
Total Citations
83
H-Index
1
About
Garima Samvedi is a leading researcher in field robotics, with a primary focus on terrain traversability analysis for autonomous ground vehicles. Her work sits at the intersection of robotics, computer vision, and machine learning, addressing one of the most critical challenges in autonomous navigation: how robots perceive and safely navigate complex, unstructured environments. Her most cited paper, "A Survey on Terrain Traversability Analysis for Autonomous Ground Vehicles: Methods, Sensors, and Challenges" (2022), has garnered 83 citations, establishing itself as a foundational resource in the field. This comprehensive survey synthesizes advances in image and signal processing, feature extraction, and 3D data analysis, providing a critical roadmap for researchers and engineers. By systematically categorizing sensor technologies and algorithmic approaches, Samvedi has helped define the current state of the art and highlight persistent challenges, such as real-time performance and robustness in dynamic terrains. Her work is essential reading for anyone developing autonomous systems for agriculture, search-and-rescue, or planetary exploration, and it continues to shape how the robotics community approaches the problem of safe, intelligent navigation.
Research Focus
Key Achievements
Top Papers
- 1