Publications

Zaiyan Yang, Xinpeng Liu, Heng Guo, Jinglei Shi, Zhanyu Ma, Fumio Okura (2026). NRGS: Neural regularization for robust 3D semantic Gaussian splatting. In ICME 2026.

Tongyu Yang, Heng Guo, Yasuyuki Matsushita, Fumio Okura, Yu Luo, Xin Fan (2026). High-fidelity multi-view normal integration with scale-encoded neural surface representation. Computer Graphics Forum.

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 (Highlight).

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.

Yang Yang, Ren Nakagawa, Risa Shinoda, Hiroaki Santo, Kenji Oyama, Takenao Ohkawa, Fumio Okura (2026). Talking with Actionbits---A part-enhanced VLM for action and interaction recognition in animals. Sensors, 26(6):1969.

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.