Concepedia

Itsuo Kumazawa

IK

21

Publications

437

Citations

12

H-Index

1992

Active since

Affiliations

Tokyo Institute of Technology(Current)

Tokyo Medical and Dental University

Thammasat University

National Institute of Information and Communications Technology

Kasetsart University

Itsuo Kumazawa is an author at Tokyo Institute of Technology specializing in image analysis, engineering, and computer vision.

Top concepts

EngineeringImage AnalysisComputer VisionDeep LearningMachine VisionRemote SensingInverse ProblemsNatural SciencesGeometry ModelingPattern Recognition

Publications per year

1992–2023

21

Publications

21

Computer‐aided diagnosis of prostate cancer on magnetic resonance imaging using a convolutional neural network algorithm

Junichiro Ishioka, Yoh Matsuoka, Sho Uehara et al. · British Journal of Urology · 2018 · 121 citations · Full text

Hyperspectral image restoration by Hybrid Spatio-Spectral Total Variation

Saori Takeyama, Shunsuke Ono, Itsuo Kumazawa · 2017 · 28 citations

Deblurring, Image Analysis, Engineering +15

Computer-aided diagnosis with a convolutional neural network algorithm for automated detection of urinary tract stones on plain X-ray

Masaki Kobayashi, Junichiro Ishioka, Yoh Matsuoka et al. · BMC Urology · 2021 · 27 citations · Full text

Total generalized variation for graph signals

Shunsuke Ono, Isao Yamada, Itsuo Kumazawa · 2015 · 25 citations

Geometric Modeling, Graph Sparsity, Engineering +11

A Constrained Convex Optimization Approach to Hyperspectral Image Restoration with Hybrid Spatio-Spectral Regularization

Saori Takeyama, Shunsuke Ono, Itsuo Kumazawa · Remote Sensing · 2020 · 23 citations · Full text

Hybrid Spatio-spectral Regularization, Machine Learning, Engineering +16

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