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Kanji Tanaka

2 accepted papers

2024

Robot Traversability Prediction: Towards Third-Person-View Extension of Walk2Map with Photometric and Physical Constraints

IROS 2024poster

Walk2Map has emerged as a promising data-driven method to generate indoor traversability maps based solely on pedestrian trajectories, offering great potential for indoor robot navigation. In this study, we investigate a novel approach called Walk2Map++, which involves replacing Walk2Map’s first-per…

Cited by 1SourcecodeScholar
2022

Domain Invariant Siamese Attention Mask for Small Object Change Detection via Everyday Indoor Robot Navigation

IROS 2022poster

The problem of image change detection via every-day indoor robot navigation is explored from a novel perspective of the self-attention technique. Detecting semantically non-distinctive and visually small changes remains a key challenge in the robotics community. Intuitively, these small non-distinct…

Cited by 2SourcecodeScholar