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Naoki Hosomi

3 accepted papers

2025

GENNAV: Polygon Mask Generation for Generalized Referring Navigable Regions

CoRL 2025poster

We focus on the task of identifying the location of target regions from a natural language instruction and a front camera image captured by a mobility. This task is challenging because it requires both existence prediction and segmentation mask generation, particularly for stuff-type target regions…

Cited by 0SourceScholar
2025

Multimodal Target Localization With Landmark-Aware Positioning for Urban Mobility

RA-L 2025

Advancements in vehicle automation technology are expected to significantly impact how humans interact with vehicles. In this study, we propose a method to create user-friendly control interfaces for autonomous vehicles in urban environments. The proposed model predicts the vehicle's destination on

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