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Gary Lvov

3 accepted papers

2026

Field Calibration of Hyperspectral Cameras for Terrain Inference

ICRA 2026poster

Intra-class terrain differences such as water content directly influence a vehicle’s ability to traverse terrain, yet RGB vision systems may fail to distinguish these properties. We argue that expanding the evaluation of a terrain’s spectral content beyond red-green-blue channels to the near infrare…

2024

PROSPECT: Precision Robot Spectroscopy Exploration and Characterization Tool

IROS 2024poster

Near Infrared (NIR) spectroscopy is widely used in industrial quality control and automation to test the purity and grade of items. In this research, we propose a novel sensorized end effector and acquisition strategy to capture spectral signatures from objects and register them with a 3D point clou…

Cited by 0SourceScholar
2022

Deep Reinforcement Learning based Robot Navigation in Dynamic Environments using Occupancy Values of Motion Primitives

IROS 2022poster

This paper presents a Deep Reinforcement Learning based navigation approach in which we define the occu-pancy observations as heuristic evaluations of motion primitives, rather than using raw sensor data. Our method enables fast mapping of the occupancy data, generated by multi-sensor fusion, into t…

Cited by 17SourcecodeScholar