Publications

Risa Shinoda, Kaede Shiohara, Nakamasa Inoue, Kuniaki Saito, Hiroaki Santo, Fumio Okura (2026). BioVITA: Biological dataset, model, and benchmark for visual-textual-acoustic alignment. In CVPR 2026.

Xinpeng Liu, Fumio Okura (2026). Gaussian mesh renderer for lightweight differentiable rendering. In ICASSP 2026.

Risa Shinoda, Kaede Shiohara, Nakamasa Inoue, Hiroaki Santo, Fumio Okura (2026). AnimalCLAP: Taxonomy-aware language-audio pretraining for species recognition and trait inference. In ICASSP 2026.

Weng Ian Chan, Hiroaki Santo, Yasuyuki Matsushita, Fumio Okura (2026). Instance-wise distribution control of text-to-image diffusion models. Pattern Recognition 172(C):112614.

Junhao Xing, Ryohei Miyakawa, Yang Yang, Xinpeng Liu, Risa Shinoda, Hiroaki Santo, Yosuke Toda, Fumio Okura (2026). Zero-shot hierarchical plant segmentation via foundation segmentation models and text-to-image attention. In WACV 2026.

Ren Nakagawa, Yang Yang, Risa Shinoda, Hiroaki Santo, Kenji Oyama, Fumio Okura, Takenao Ohkawa (2026). Interaction-via-Actions: Cattle interaction detection with joint learning of action-interaction latent space. In WACV 2026.

Lilika Makabe, Hiroaki Santo, Fumio Okura, Michael S. Brown, Yasuyuki Matsushita (2025). Spectral sensitivity estimation with an uncalibrated diffraction grating. In ICCV 2025.

Yang Yang, Dongni Mao, Hiroaki Santo, Yasuyuki Matsushita, Fumio Okura (2025). NeuraLeaf: Neural parametric leaf models with shape and deformation disentanglement. In ICCV 2025 (Highlight).

Naoki Asada, Xinpeng Liu, Kanyu Xu, Ryohei Miyakawa, Yang Yang, Hiroaki Santo, Yosuke Toda, Fumio Okura (2025). LeafGen: Structure-aware leaf image generation for annotation-free leaf instance segmentation. Plant Phenomics, 7(4):100092.

Xinpeng Liu, Kanyu Xu, Risa Shinoda, Hiroaki Santo, Fumio Okura (2025). Masks-to-Skeleton: Multi-view mask-based tree skeleton extraction with 3D Gaussian splatting. Sensors, 25(14):4354.