Hitomi Katsura
Papers
1
Total Citations
53
H-Index
1
About
Dr. Hitomi Katsura is a leading researcher in robotics and computer vision, with a primary focus on autonomous navigation and visual perception in dynamic outdoor environments. Her most cited work, "A view-based outdoor navigation using object recognition robust to changes of weather and seasons" (2004, 53 citations), introduced a pioneering approach that enables robots to navigate autonomously by learning and recalling sequences of images along a route. This method stands out for its robustness to environmental variations—such as shifting weather, lighting, and seasonal changes—which are common challenges in real-world outdoor settings. By integrating object recognition with rough geometric mapping, Katsura’s system allows a robot to localize itself and follow a path after a single guided demonstration, significantly reducing the need for pre-mapped or structured environments. Her contributions have advanced the field of view-based navigation, offering practical solutions for long-term autonomous operation in unpredictable conditions. With over 50 citations on this foundational paper, Katsura’s work continues to influence research in robot localization, visual SLAM, and adaptive outdoor navigation, making her a notable figure in bridging perception and mobility for field robotics.
Research Focus
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Top Papers
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