Tohoku University
Graduate School of Engineering
Specially Appointed Professor (Research)
Research field (2)：
Intelligent robotics
, Perceptual information processing
Research keywords (2)：
パターン認識
, Pattern Recognition
Research theme for competitive and other funds (10)：
2020 - 2023 Development of Technology for Realizing High-Compression of Video by Extracting Important Regions
2019 - 2023 機械学習のためのパラメトリック画像生成モデルの構築
2016 - 2020 Construction of image data generation model integrating statistical and structural pattern analysis
2016 - 2019 Development of Technology for Realizing High-Compression of Video while Ensuring Visibility
2013 - 2016 Automatic data generation for image recognition by statistical structure analysis
2012 - 2015 Development of time series matching method by polynomials for object detection in videos and coding
2010 - 2012 Traffic Light Detection with In-Vehicle Camera and Development ofDriver Assistance System
2008 - 2009 多項式を用いた二次元パターンの表現とその応用
画像認識
Image Recognition
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Papers (34)：
Shinichiro Omachi, Masako Omachi. Correlation-Based Data Augmentation for Machine Learning and Its Application to Road Environment Recognition. IEEE Transactions on Vehicular Technology. 2022. 71. 7. 7113-7121
Junpei Masuho, Tomo Miyazaki, Yoshihiro Sugaya, Masako Omachi, Shinichiro Omachi. A Framework for Estimating Gaze Point Information for Location-Based Services. IEEE Transactions on Vehicular Technology. 2021. 70. 9. 8468-8477
Masaki IINO, Takashi WATANABE, Hiroyuki KITAJIMA, Masako OMACHI. A Proposal of Striking Judgment Method for Sequential Techniques in Kendo and Consideration of Analysis of Receive Striker’s Movement. 2023
Yuto AKAMA, Takashi WATANABE, Masako OMACHI. Proposal of the road marking detection method for the signal less pedestrian crossing recognition for collision prevention of a walker and the car. 2023
Ryo SASAHARA, Takashi WATANABE, Masako OMACHI. Analysis and evaluation of human appearance information and ornaments by using machine learning. 2022
Riki UCHIMI, Takashi WATANABE, Masako OMACHI. Proposal of striking judgement method for kendo focusing on the posture during consecutive attacks. 2022
Traffic Light Detection with Color and Edge Information
(2nd IEEE International Conference on Computer Science and Information Technology (ICCSIT 2009) 2009)
Parameter Estimation of Gaussian Mixture Model Utilizing Boundary Data
(38th International Conference on Computers and Industrial Engineering (CIE 38) 2008)
Fast Two-Dimensional Template Matching with Fixed Aspect Ratio Based on Polynomial Approximation
(9th International Conference on Signal Processing (ICSP '08) 2008)
Fast Calculation of Continuous Wavelet Transform Using Polynomial
(International Conference on Wavelet Analysis and Pattern Recognition (ICWAPR) 2007 2007)
