Mr. Hiroaki Aizawa Profile

Hiroaki Aizawa

at Gifu Univ

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Author

Publications (6)

Proceedings Article | 1 June 2020 Paper

Temporal and contextual aggregation for road marking semantic segmentation

Hiroaki Aizawa, Yuto Ura, Kunihito Kato

Proceedings Volume 11515, 115150E (2020) https://doi.org/10.1117/12.2566897

KEYWORDS: Roads, Image segmentation, Convolution, 3D modeling, Video, Feature extraction, Convolutional neural networks

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SPIE Journal Paper | 28 April 2020 Open Access

Adversarial autoencoder for detecting anomalies in soldered joints on printed circuit boards

Keisuke Goto, Kunihito Kato, Takaho Saito, Hiroaki Aizawa

JEI, Vol. 29, Issue 04, 041013, (April 2020) https://doi.org/10.1117/12.10.1117/1.JEI.29.4.041013

KEYWORDS: Inspection, X-rays, X-ray imaging, X-ray computed tomography, Feature extraction, Statistical modeling, Binary data, Neural networks, Error analysis, Defect detection

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Proceedings Article | 16 July 2019 Paper

Anomaly detection of solder joint on print circuit board by using Adversarial Autoencoder

Keisuke Goto, Kunihito Kato, Shunsuke Nakatsuka, Takaho Saito, Hiroaki Aizawa

Proceedings Volume 11172, 111720T (2019) https://doi.org/10.1117/12.2521762

KEYWORDS: Statistical analysis, Computer programming, Inspection, X-rays, X-ray computed tomography, Feature extraction, Defect detection, X-ray imaging, Error analysis, Neural networks

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Proceedings Article | 16 July 2019 Paper

Training time reduction for network architecture search using genetic algorithm

Yuki Matsuoka, Hiroaki Aizawa, Junya Sato, Kunihito Kato

Proceedings Volume 11172, 111720O (2019) https://doi.org/10.1117/12.2521754

KEYWORDS: Network architectures, Convolution, Genetic algorithms, Binary data, Neural networks, Optimization (mathematics), Genetics, Convolutional neural networks, Computer programming, Evolutionary algorithms

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Proceedings Article | 22 March 2019 Paper

Defective products detection using adversarial AutoEncoder

Shunsuke Nakatsuka, Hiroaki Aizawa, Kunihito Kato

Proceedings Volume 11049, 110490U (2019) https://doi.org/10.1117/12.2521371

KEYWORDS: Feature extraction, Statistical analysis, Defect detection, Neural networks, Data modeling, Statistical modeling, Probability theory

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Proceedings Article | 30 March 2007 Paper

Automated detection of extradural and subdural hematoma for contrast-enhanced CT images in emergency medical care

Takeshi Hara, Naoto Matoba, Xiangrong Zhou, Shinya Yokoi, Hiroaki Aizawa, Hiroshi Fujita, Keiji Sakashita, Tetsuya Matsuoka

Proceedings Volume 6514, 651432 (2007) https://doi.org/10.1117/12.710307

KEYWORDS: Brain, Neuroimaging, Computed tomography, X-ray computed tomography, Head, Computer aided diagnosis and therapy, Injuries, Skull, Medical imaging, Solid modeling

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Showing 5 of 6 publications

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