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Affiliation |
Faculty of Environment and Information Sciences, Division of Social Environment and Information |
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Job Title |
Specially Appointed Professor |
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Research Fields, Keywords |
Image Processing,Image Recognition, Machine Learning, Neural Networks, Artificial Intelligence |
ARAI Satoshi
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The Best Research Achievement in Research Career 【 display / non-display 】
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【Published Thesis】 Non-strict Attentional Region Annotation to Improve Image Classification Accuracy 2021.10
【Published Thesis】 Intuitive Visualization Method for Image Classification Using Convolutional Neural Networks 2017.07
【Published Thesis】 Deep Zero-mean Normalized Cross Correlation Networks 2018.07
The Best Research Achievement in the last 5 years 【 display / non-display 】
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【Published Thesis】 Non-strict Attentional Region Annotation to Improve Image Classification Accuracy 2021.10
Campus Career 【 display / non-display 】
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2020.12
Duty Yokohama National UniversityFaculty of Environment and Information Sciences Division of Social Environment and Information Specially Appointed Professor
Research Areas 【 display / non-display 】
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Informatics / Intelligent informatics
Thesis for a degree 【 display / non-display 】
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Toward Explainable Deep Network Models
Satoshi Arai
2019.3
Doctoral Thesis Single Work
Papers 【 display / non-display 】
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Intuitive Visualization Method for Image Classification Using Convolutional Neural Networks
Satoshi Arai, Tomoharu Nagao
10 ( 2 ) 1 - 13 2017.7 [Reviewed]
Language：Japanese Publishing type：Research paper (scientific journal) Joint Work
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Non-strict Attentional Region Annotation to Improve Image Classification Accuracy
Arai Satoshi, Shirakawa Shinichi, Nagao Tomoharu
2021 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC) 2375 - 2380 2021.10 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
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Evolutionary Generative Contribution Mappings
Kobayashi Masayuki, Arai Satoshi, Nagao Tomoharu
2020 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC) 1657 - 1664 2020
Language：Japanese Publishing type：Research paper (scientific journal) Joint Work
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SSD Net: Toward Deep Network Models based on Dissimilarity Metrics
荒井 敏，長尾 智晴
Joint International Workshop on Advanced Image Technology and International Forum on Medical Imaging in Asia (IWAIT-IFMIA2019) 2019.1 [Reviewed]
Language：English Publishing type：Research paper (international conference proceedings) Joint Work
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Deep Zero-mean Normalized Cross Correlation Networks
Satoshi Arai, Tomoharu Nagao
11 ( 2 ) 12 - 21 2018.7 [Reviewed]
Language：Japanese Publishing type：Research paper (scientific journal) Joint Work
Presentations 【 display / non-display 】
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Non-strict Attentional Region Annotation to Improve Image Classification Accuracy
Satoshi Arai, Shinichi Shirakawa, Tomoharu Nagao
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
Event date： 2021.10
Language：English Presentation type：Oral presentation (general)
Venue：Melbourne, Australia
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SSD Net: Toward Deep Network Models based on Dissimilarity Metrics
Satoshi Arai, Tomoharu Nagao
Joint International Workshop on Advanced Image Technology and International Forum on Medical Imaging in Asia (IWAIT-IFMIA2019)
Event date： 2019.1
Language：English Presentation type：Oral presentation (general)
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深層零平均正規化相互相関ネットワーク
荒井 敏, 長尾 智晴
第116回 MPS研究会 情報処理学会
Event date： 2017.12
Language：Japanese Presentation type：Oral presentation (general)
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畳み込みニューラルネットワークを用いた画像分類タスクの直感的可視化方法
荒井 敏, 長尾 智晴
第111回 MPS研究会 情報処理学会
Event date： 2016.12
Language：Japanese Presentation type：Oral presentation (general)