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Katsuyuki Kuyo

2 accepted papers

2024

Object Segmentation from Open-Vocabulary Manipulation Instructions Based on Optimal Transport Polygon Matching with Multimodal Foundation Models

IROS 2024poster

We consider the task of generating segmentation masks for the target object from an object manipulation instruction, which allows users to give open vocabulary instructions to domestic service robots. Conventional segmentation generation approaches often fail to account for objects outside the camer…

Cited by 1SourceScholar
2024

Trimodal Navigable Region Segmentation Model: Grounding Navigation Instructions in Urban Areas

RA-L 2024

In this study, we develop a model that enables mobilities to have more friendly interactions with users. Specifically, we focus on the referring navigable regions task in which a model grounds navigable regions of the road using the mobility's camera image and natural language navigation instruction

Cited by 6SourceScholar