Papers
2
Total Citations
66
H-Index
2
About
K. Irie is a leading researcher in mobile robotics, specializing in autonomous navigation, sensor fusion, and 3D perception for outdoor environments. Their major contributions center on developing robust localization systems that operate reliably under real-world constraints, such as uneven terrain and extreme lighting changes. Irie’s most influential work, “A sensor platform for outdoor navigation using gyro-assisted odometry and roundly-swinging 3D laser scanner” (2010, 53 citations), introduced a lightweight platform combining gyro-assisted dead-reckoning with a novel 3D laser scanner, achieving high-accuracy positioning for human-scale robots without GPS. This work is foundational for field robotics where satellite signals are unavailable. Complementing this, Irie’s research on “Mobile robot localization using stereo vision in outdoor environments under various illumination conditions” (2010, 13 citations) advanced vision-only navigation by employing 2D occupancy grid maps from 3D point clouds to overcome severe illumination variability—a persistent challenge in outdoor autonomy. Together, these contributions demonstrate Irie’s expertise in creating practical, sensor-efficient solutions that push the boundaries of robot navigation in unstructured settings, making their work essential reading for researchers in field robotics and autonomous systems.
Research Focus
Key Achievements
Top Papers
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