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

Journal of electronic imaging, 2020-07, Vol.29 (4), p.1

2020

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Development of Sensing Technology for Human and Object Recognition Using Deep Learning in Plant

SYSTEMS, CONTROL AND INFORMATION, 2023/02/15, Vol.67(2), pp.66-71

2023

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穴位置不確実Peg-in-holeのための疑似力覚モジュールを用いた深層模倣学習

精密工学会誌, 2023/01/05, Vol.89(1), pp.83-89

2023

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GANの潜在空間探索を用いた木目画像の官能検査

精密工学会誌, 2023/02/05, Vol.89(2), pp.213-220

2023

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Application of Hyperspectral Images for Generic Object Recognition

Journal of the Japan Society for Precision Engineering, 2018/12/05, Vol.84(12), pp.958-962

KATO, Kunihito

2018

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ハイパースペクトル画像とニューラルネットワークを用いた物質判別のためのGAによるチャンネル選択

精密工学会誌, 2019/02/05, Vol.85(2), pp.167-175

2019

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Visual Inspection Method by Learning Only Normal Data using Complementary GAN with Multi-scale Map

Seimitsu Kōgakkaishi, 2021-01, Vol.87 (1), p.120-126

2021

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Improvement of Anomaly Detection Performance of PaDiM by Fast Fourier Convolution with Total Variation Regularization

Denki Gakkai ronbunshi. C, Erekutoronikusu, joho kogaku, shisutemu, 2024-09, Vol.144 (9), p.886-893

2024

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Research of Information Presenting Method Based on Characteristics of Peripheral Vision

IEEJ Transactions on Electronics, Information and Systems, 2013/01/01, Vol.133(1), pp.2-7

2013

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Deep Imitation Learning with Pseudo-haptics Module for Peg-in-hole with Hole Position Uncertainty

Seimitsu Kōgakkaishi, 2023-01, Vol.89 (1), p.83-89

2023

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High-Speed Near-IR Material Discrimination Method by Using Multidimensional Response Variables PLS Regression Analysis

Journal of the Japan Society for Precision Engineering, 2018/12/05, Vol.84(12), pp.1050-1058

2018

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高階調カメラを用いた照度差ステレオ法による高精度凹凸傷検査

精密工学会誌, 2017/12/05, Vol.83(12), pp.1148-1155

2017

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PLS回帰分析を用いた重み付き一般化Hough変換

精密工学会誌, 2017/12/05, Vol.83(12), pp.1139-1147

2017

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Parallax-based Imitation Learning for Insertion Tasks with Uncertainties of Hole Position and Wire Pose

Denki Gakkai ronbunshi. C, Erekutoronikusu, joho kogaku, shisutemu, 2023-09, Vol.143 (9), p.862-870

2023

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Special Section Guest Editorial: Quality Control by Artificial Vision VI

Journal of electronic imaging, 2020-07, Vol.29 (4)

2020

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A Proposal of Near-infrared Light Material Discrimination Method by PLS Regression Analysis and Informative Wavelength Selection

Journal of the Japan Society for Precision Engineering, 2017/02/05, Vol.83(2), pp.158-166

2017

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Multi-scale Global Reasoning Unit for Semantic Segmentation

Frontiers of Computer Vision, p.46-56

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Consistency Ensured Bi-directional GAN for Anomaly Detection

Frontiers of Computer Vision, p.236-247

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Channel Selection by GA for Substance Discrimination Using Hyperspectral Images and Neural Network

Journal of the Japan Society for Precision Engineering, 2019/02/05, Vol.85(2), pp.167-175

2019

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Generation of Normal Model and Anomaly Detection by Adversarial AutoEncoder under Small Number of Defective Samples

Journal of the Japan Society for Precision Engineering, 2018/12/05, Vol.84(12), pp.1071-1078

2018

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Few-Shot NeRF-Based View Synthesis for Viewpoint-Biased Camera Pose Estimation

Artificial Neural Networks and Machine Learning - ICANN 2023, 2023, Vol.14255, p.308-319

2023

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Skin Detection by Near Infrared Multi-band for Driver Support System

Computer Vision – ACCV 2006, 2006, p.722-731

2006

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Disentangle, Assemble, and Synthesize: Unsupervised Learning to Disentangle Appearance and Location

2020 25th International Conference on Pattern Recognition (ICPR), 2021, p.2065-2072

2021

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Viewpoint-agnostic Image Rendering

2021 IEEE Winter Conference on Applications of Computer Vision (WACV), 2021, p.3802-3811

2021

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Deep Imitation Learning with Pseudo-haptics Module for Peg-in-hole with Hole Position Uncertainty

Journal of the Japan Society for Precision Engineering, 2023/01/05, Vol.89(1), pp.83-89

2023

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

Development of Sensing Technology for Human and Object Recognition Using Deep Learning in Plant

穴位置不確実Peg-in-holeのための疑似力覚モジュールを用いた深層模倣学習

GANの潜在空間探索を用いた木目画像の官能検査

Application of Hyperspectral Images for Generic Object Recognition

ハイパースペクトル画像とニューラルネットワークを用いた物質判別のためのGAによるチャンネル選択

Visual Inspection Method by Learning Only Normal Data using Complementary GAN with Multi-scale Map

Improvement of Anomaly Detection Performance of PaDiM by Fast Fourier Convolution with Total Variation Regularization

Research of Information Presenting Method Based on Characteristics of Peripheral Vision

Deep Imitation Learning with Pseudo-haptics Module for Peg-in-hole with Hole Position Uncertainty

High-Speed Near-IR Material Discrimination Method by Using Multidimensional Response Variables PLS Regression Analysis

高階調カメラを用いた照度差ステレオ法による高精度凹凸傷検査

PLS回帰分析を用いた重み付き一般化Hough変換

Parallax-based Imitation Learning for Insertion Tasks with Uncertainties of Hole Position and Wire Pose

Special Section Guest Editorial: Quality Control by Artificial Vision VI

A Proposal of Near-infrared Light Material Discrimination Method by PLS Regression Analysis and Informative Wavelength Selection

Multi-scale Global Reasoning Unit for Semantic Segmentation

Consistency Ensured Bi-directional GAN for Anomaly Detection

Channel Selection by GA for Substance Discrimination Using Hyperspectral Images and Neural Network

Generation of Normal Model and Anomaly Detection by Adversarial AutoEncoder under Small Number of Defective Samples

Few-Shot NeRF-Based View Synthesis for Viewpoint-Biased Camera Pose Estimation

Skin Detection by Near Infrared Multi-band for Driver Support System

Disentangle, Assemble, and Synthesize: Unsupervised Learning to Disentangle Appearance and Location

Viewpoint-agnostic Image Rendering

Deep Imitation Learning with Pseudo-haptics Module for Peg-in-hole with Hole Position Uncertainty

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