Risa Shinoda
Risa Shinoda
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I am a Specially-Appointed Assistant Professor at Osaka University, Computer Vision Lab (Matsushita Lab).
I received my Ph.D. in Agricultural Engineering at Kyoto University in 2025, M.S. in Agricultural Engineering at Kyoto University in 2022, and my B.S. in Agricultural Engineering at Kyoto University in 2020.
Contact: shinoda.risa.7sw [at] osaka-u.ac.jp
[2025/06/28] Two of my first-author papers have been accepted to ICCV 2025.
[2025/03/20]: I contributed a chapter titled CV for Earth to the Japanese book CV最前線 (Frontlines of Computer Vision (共立出版).
[2024/09/26]: I will be giving an invited talk at the IRL Workshop at ECCV 2024.
[2024/08/19]: Our ECCV paper has been selected for an Oral presentation! (Strong Accept× 3 )
My CV can be downloaded from here .
Research
Research
Selected Publications
Selected Publications
AnimalClue: Recognizing Animals by their Traces
Risa Shinoda, Nakamasa Inoue, Iro Laina, Christian Rupprecht, Hirokatsu Kataoka
International Conference on Computer Vision (ICCV, Hilight) , 2025
[paper] [project page]
AgroBench: Vision-Language Model Benchmark in Agriculture
Risa Shinoda, Nakamasa Inoue, Hirokatsu Kataoka, Masaki Onishi, Yoshitaka Ushiku
International Conference on Computer Vision (ICCV) , 2025
[paper] [project page]
SBS Figures: Pre-training Figure QA from Stage-by-Stage Synthesized Images
Risa Shinoda, Kuniaki Saito, Shohei Tanaka, Tosho Hirasawa, Yoshitaka Ushiku
AAAI-25 Workshop on Document Understanding and Intelligence, 2025
[paper] [project page]
PetFace: A Large-Scale Dataset and Benchmark for Animal Identification
Risa Shinoda*, Kaede Shiohara* (*co-first)
European Conference on Computer Vision (ECCV Oral), 2024 (Strong Accept× 3)
[paper] [project page]
OpenAnimalTracks: A Dataset for Animal Track Recognition
Risa Shinoda*, Kaede Shiohara* (*co-first)
International Conference on Image Processing (ICIP), 2024
[paper]
SegRCDB: Semantic Segmentation via Formula-Driven Supervised Learning
Risa Shinoda, Ryo Hayamizu, Kodai Nakashima, Nakamasa Inoue, Rio Yokota, Hirokatsu Kataoka
International Conference on Computer Vision (ICCV), 2023
[paper] [project page]
Others
Others
Zero-shot Hierarchical Plant Segmentation via Foundation Segmentation Models and Text-to-image Attention
Junhao Xing, Ryohei Miyakawa, Yang Yang, Xinpeng Liu, Risa Shinoda, Hiroaki Santo, Yosuke Toda, Fumio Okura
WACV, 2026
[paper]
Masks-to-Skeleton: Multi-View Mask-Based Tree Skeleton Extraction with 3D Gaussian Splatting
Xinpeng Liu, Kanyu Xu, Risa Shinoda, Hiroaki Santo, Fumio Okura
Sensors, 2025
[paper]
Transformer-based Ripeness Segmentation for Tomatoes
Risa Shinoda, Kensho Hara, Hirokatsu Kataoka, Ryozo Noguchi
SmartAgricultural Technology, Elsevier, 2023 (IF=6.3)
[paper]AnimalTracks-17: A Dataset for Animal Track Recognition
Kaede Shiohara*, Risa Shinoda* (*equal contribution)
Computer Vision and Pattern Recognition Conference (CVPR) Workshop, CV4Animals, 2023A dataset and system for automated rose growth monitoring
Risa Shinoda, Ko Motoki, Kensho Hara, Hirokatsu Kataoka, Ryohei Nakano, Tetsuya Nakazaki, Ryozo Noguchi
Computer Vision and Pattern Recognition Conference (CVPR) Workshop, Woman in Computer Vision, 2023
[poster]Exploring the Potential of Neural Dataset Search
Ryosuke Yamada*, Risa Shinoda* (*equal contribution), Hitokatsu Kataoka
Computer Vision and Pattern Recognition Conference (CVPR) Workshop, NAS Workshop, 2023
[paper]Tomato's Ripeness Segmentor with Transformers
Risa Shioda, Kensho Hara, Hirokatsu Kataoka
Computer Vision and Pattern Recognition Conference (CVPR) Workshop, Vision for Agriculture, 2022.
Awards and Grants
Awards and Grants
Grant-in-Aid for Research Activity Start-up（科研費 研究活動スタート支援）, 動物の個体・種識別を実現する画像認識技術基盤, ￥2,730,000 [link]
Kakusei Project（覚醒プロジェクト）, AIST, 2024, ￥3,000,000 [link]
Student Encouragement Award (学生奨励賞)：MIRU2024 , 2024 [link]
Student Encouragement Award (学生奨励賞)：MIRU2023 , 2023 [link]
Young Researcher Award (若手奨励賞）: セグメンテーションタスクにおける実画像を用いない事前学習, ViEW, 2022 [link]
JSPS Research Fellowship for Young Scientists (DC2), 2022
JST (Japan Science and Technology Agency Pioneering Research Initiated by the Next Generation program), 2022-2025
DoGS Travel Grant, Kyoto University, 2022, ￥355,000
Work Experience
Work Experience
OMRON SINIC X (2023.11 ~2025.03)
Research Internship.Tokyo Institute of Technology, Shinoda Lab (2023.04 ~ 2025.06)
Research Assistant.AIST, Computer Vision team （2022.07~2025.03）
Research AssistantMicrosoft Japan (2022.04~2022.06）
Customer Support EngineerMoney Forward （2021.04~2024.10）
Software Engineer InternMicrosoft Japan（2021.09, 1 month ）
Full-Time Intern, Customer Support EngineerRakuten (2021.01~ 2021.03)
Data Scientist InternshipCyberAgent (2018.09~2018.10)
Business intern, DRAFT 2018 Winner
Invited Talks
Invited Talks
ECCV Instance Level Recognition Workshop
PetFace: A Large-Scale Dataset and Benchmark for Animal IdentificationQUAD-AI ENGAGE Workshop on AI and Digital Agriculture
Large Dataset and Model for AI in EcologyFIT: Forum on Information Technology
Computer Vision for Animals
Media
Media
・産総研 (AIST) プレスリリース （2023/09/29）数式から実画像や人的コスト不要で画像領域分割AIを自動学習 [link]
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