I am a 3rd year PhD student at Computer Vision Lab, Graduate School of Information Science and Technology at the University of Osaka, Japan, working on 3D reconstruction, 3D generation and novel-view synthesis under the supervision of Prof. Fumio Okura.
Research interests
- Computer vision
- 3D reconstruction and 3D generation
- Differentiable rendering
- Computer vision x Algriculture
Education
| Period |
Description |
| Apr. 2023 ~ |
Ph.D. of Information Science,
School of Information Science and Technology, the University of Osaka, Japan.
|
| Apr. 2021 ~ Mar. 2023 |
Master of Information Science,
School of System Informatics, Kobe University, Japan.
|
| Sept. 2015 ~ June. 2019 |
Bachelor of Engineering,
School of Electronic and Electrical Engineering, Shanghai University of Engineering and Science, China.
|
|
Work experiences
| Period |
Roll/Place |
Project Description |
| Apr. 2023 ~ Present |
Research Assistant
the University of Osaka, Japan.
|
3D plant reconstruction and modeling |
| Aug. 2023 ~ Sept. 2023 |
Research Internship
Visual Intelligence Research Laboratories, NEC Corp., Japan.
|
Multi-modal environment recognition |
| Apr. 2021 ~ Mar. 2023 |
Research Assistant
Kobe University, Japan.
|
Vision-based animal interaction recognition |
|
Publications
International Conference Paper
NeuraLeaf: Neural Parametric Leaf Models with Shape and Deformation Disentanglement
Yang Yang,, Dongni Mao, Hiroaki Santo, Yasuyuki Matsushita and Fumio Okura
Proceedings of IEEE International Conference on Computer Vision (ICCV), 2025 (Highlight).
[paper+supp]
[Project Page]
Japanese Domestic Conference Paper
GaussianPlant: Structure-Aligned Gaussian Splatting for 3D Structural Reconstruction of Plants
Yang Yang, and Fumio Okura
28rd Meeting on Image Recognition and Understanding (MIRU), Aug. 2025.
[Project Page]
Journal Paper
LeafGen: Structure-aware leaf image generation for annotation-free leaf instance segmentation.
Naoki Asada, Xinpeng Liu, Kanyu Xu, Ryohei Miyakawa, Yang Yang, Hiroaki Santo, Yosuke Toda, Fumio Okura
Plant Phenomics, 7(4):100092.
Skills
- Programming Languages: Python, C++
- Software: Blender, Docker, Git, Latex
- Languages: English (fluent), Japanese (fluent), Mandarin (native)