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Tomoyuki Takahata

3 accepted papers

2025

Intend to Move: A Multimodal Dataset for Intention-Aware Human Motion Understanding

NeurIPS 2025poster

Human motion is inherently intentional, yet most motion modeling paradigms focus on low-level kinematics, overlooking the semantic and causal factors that drive behavior. Existing datasets further limit progress: they capture short, decontextualized actions in static scenes, providing little groundi…

Cited by 0SourceScholar
2019

Simultaneous Transparent and Non-Transparent Object Segmentation With Multispectral Scenes

IROS 2019poster

For an autonomous mobile system such as an autonomous robot that moves throughout a city, semantic segmentation is important. Performing semantic segmentation under diverse conditions, in turn, requires 1) a robust ability to recognize objects in low-visibility environments, such as at night and 2)…

Cited by 19SourceScholar
2016

Compact coaxial thermal and color imaging system with silicon-glass hybrid lens

ICRA 2016

Detecting human is one of the most important functions of service robots assisting human lives. Thermal images are useful to detect human. Since the number of pixels of the thermal imagers is smaller than that of color imagers, thermal images get more useful combined with corresponding color images.

Cited by 1SourceScholar