Hirose Osamu

ヒロセオサム | Hirose Osamu

Affiliation and department：
Job title： Associate Professor
Homepage URL (2)： https://sites.google.com/view/ohirose-jp , https://sites.google.com/view/ohirose

Research field (1)： Statistical science

Research keywords (3)： Shape Analysis , Statistics , Bioinformatics

Research theme for competitive and other funds (4)：

2022 - 2026 Automatic creation of high-quality 3D shapes
2017 - 2021 線虫の神経細胞に対する細胞核自動アノテーションのための人工知能技術の開発
2015 - 2016 Automatic tracking of multiple cell regions in 4D live-cell imaging data
2012 - 2013 Statistical inference of lectin-carbohydrate binding

Papers (29)：

Osamu Hirose. Geodesic-Based Bayesian Coherent Point Drift. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2022. 45. 5. 5816-5832
Osamu Hirose. Erratum: A Bayesian formulation of coherent point drift (IEEE Transactions on Pattern Analysis and Machine Intelligence (2021) 43:7 (2269-2286) DOI: 10.1109/TPAMI.2020.2971687). IEEE Transactions on Pattern Analysis and Machine Intelligence. 2021. 43. 9. 3273
Osamu Hirose. Acceleration of Non-Rigid Point Set Registration With Downsampling and Gaussian Process Regression. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2020. 43. 8. 2858-2865
Osamu Hirose. A Bayesian Formulation of Coherent Point Drift. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2020. 43. 7. 2269-2286
Iwasaki Y., Jang M. S., Yoshida R., Iino Y., Ishihara T., Sato H., Oe S., Kuge S., Teramoto T., Tokunaga T., et al. Causality analysis of the whole-brain activity data in C. elegans II. Meeting Abstracts of the Physical Society of Japan. 2018. 73. 0. 2315-2315

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MISC (8)：

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Lectures and oral presentations (5)：

Tracking multiple cells with a spatial particle filter
(IBISML 2015)
空間粒子フィルタによる多数の細胞の同時追跡
(バイオイメージ・インフォマティクスワークショップ 2015 2015)
4Dライブセルイメージングデータ内の非常に多数の細胞を自動追跡するための空間粒子フィルタ手法の開発
(2014年度統計関連学会連合大会 2014)
3次元動画像内の非常に多数の細胞領域を自動追跡するための粒子フィルタ手法の開発
(2014年度人工知能学会全国大会 2014)
SPF-CellTracker: Tracking multiple cells with strongly-correlated moves using a spatial particle filter
(GIW/InCoB 2015)

Works (3)：

GBCPD/GBCPD++ (Geodesic-Based Bayesian Coherent Point Drift)
Osamu Hirose 2022 - 現在
BCPD++ (Accelerated Bayesian Coherent Point Drift)
Osamu Hirose 2020 - 現在
Bayesian Coherent Point Drift
Osamu Hirose 2020 - 現在

Education (2)：

Professional career (1)：

Association Membership(s) (2)：

IEEE , 日本統計学会

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