Author

Shuhei Kurita

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Preprint Aug 2026

CapFrame: Text-Instructed Viewpoint Grounding in 3D Gaussian Scenes via Geometric Pseudo Labels

3D Gaussian Splatting (3DGS) enables photorealistic real-time novel view synthesis, yet placing a virtual camera to capture a desired frame remains largely manual. Existing language-guided approaches in 3D scenes mainly focus on object-centric grounding, determining what to observe but rarely controlling how it should...

Ji-Rong Li, Satoshi Ikehata, Shuhei Kurita et al. · 0 citations

Preprint Jul 2026

LongEgoRefer: A Benchmark for Long-Form Egocentric Video Referring Expression Comprehension

LongEgoRefer is introduced, a novel and challenging benchmark constructed from long-form videos in the Ego4D dataset that defines a demanding spatio-temporal grounding problem that requires models to identify both when an event occurs and where the referred object appears within extended video sequences.

Shunya Kato, Taiki Miyanishi, Shuhei Kurita et al. · 0 citations