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Time-lapse image classification boosts diffractive optical network inference accuracy 延时图像分类提高了衍射光学网络推理的准确性
AI and Optical Data Sciences V Pub Date : 2024-03-13 DOI: 10.1117/12.3001804
Md Sadman Sakib Rahman, Aydogan Ozcan
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引用次数: 0
Diatom classification via deep learning using raw holograms captured by a lenless holographic system 利用无纱线全息系统采集的原始全息图，通过深度学习进行硅藻分类
AI and Optical Data Sciences V Pub Date : 2024-03-13 DOI: 10.1117/12.3001568
B. Bogue-Jimenez, R. Castaneda, Carlos Trujillo, A. Doblas
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引用次数: 0
Video-rate, high-sensitivity, high-resolution hyperspectral imaging 视频速率、高灵敏度、高分辨率高光谱成像
AI and Optical Data Sciences V Pub Date : 2024-03-13 DOI: 10.1117/12.3000450
Motoki Yako, Yoshikazu Yamaoka, Takayuki Kiyohara, C. Hosokawa, Taku Hirasawa, Atsushi Ishikawa
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引用次数: 0
Local loss function based single pass training of optical neural networks 基于局部损失函数的光神经网络单程训练
AI and Optical Data Sciences V Pub Date : 2024-03-13 DOI: 10.1117/12.3001573
Ilker Oguz, Junjie Ke, Qifei Wang, Feng Yang, Mustafa Yildirim, Niyazi Ulaş Dinç, J. Hsieh, Christophe Moser, D. Psaltis
{"title":"Local loss function based single pass training of optical neural networks","authors":"Ilker Oguz, Junjie Ke, Qifei Wang, Feng Yang, Mustafa Yildirim, Niyazi Ulaş Dinç, J. Hsieh, Christophe Moser, D. Psaltis","doi":"10.1117/12.3001573","DOIUrl":"https://doi.org/10.1117/12.3001573","url":null,"abstract":"","PeriodicalId":517856,"journal":{"name":"AI and Optical Data Sciences V","volume":"65 s251","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140393562","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Parallel neuromorphic computing on space and wavelength division multiplexed photonic processor 空间和波分复用光子处理器上的并行神经形态计算
AI and Optical Data Sciences V Pub Date : 2024-03-13 DOI: 10.1117/12.2692003
Mitsumasa Nakajima
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引用次数: 0
Mineral classification using convolutional neural networks and SWIR hyperspectral imaging 利用卷积神经网络和 SWIR 高光谱成像进行矿物分类
AI and Optical Data Sciences V Pub Date : 2024-03-13 DOI: 10.1117/12.3002101
José Cifuentes, Luis Arias, Eric Pirard, Fernando Castillo
{"title":"Mineral classification using convolutional neural networks and SWIR hyperspectral imaging","authors":"José Cifuentes, Luis Arias, Eric Pirard, Fernando Castillo","doi":"10.1117/12.3002101","DOIUrl":"https://doi.org/10.1117/12.3002101","url":null,"abstract":"","PeriodicalId":517856,"journal":{"name":"AI and Optical Data Sciences V","volume":"96 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140393501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of conditional generative adversarial networks toward time-efficient and high-fidelity imaging via multimode fibers 应用条件生成式对抗网络，通过多模光纤实现高时效和高保真成像
AI and Optical Data Sciences V Pub Date : 2024-03-13 DOI: 10.1117/12.3000486
Jawaria Maqbool, Syed Talal Hassan, M. I. Cheema
{"title":"Application of conditional generative adversarial networks toward time-efficient and high-fidelity imaging via multimode fibers","authors":"Jawaria Maqbool, Syed Talal Hassan, M. I. Cheema","doi":"10.1117/12.3000486","DOIUrl":"https://doi.org/10.1117/12.3000486","url":null,"abstract":"","PeriodicalId":517856,"journal":{"name":"AI and Optical Data Sciences V","volume":"95 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140394554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Autoencoders for compressive sampling in a high-dimensional ultra-fast optical system 用于高维超快光学系统压缩采样的自动编码器
AI and Optical Data Sciences V Pub Date : 2024-03-13 DOI: 10.1117/12.3003207
Mathilde Hary, Anas Skalli, J. M. Dudley, Daniel Brunner, G. Genty
{"title":"Autoencoders for compressive sampling in a high-dimensional ultra-fast optical system","authors":"Mathilde Hary, Anas Skalli, J. M. Dudley, Daniel Brunner, G. Genty","doi":"10.1117/12.3003207","DOIUrl":"https://doi.org/10.1117/12.3003207","url":null,"abstract":"","PeriodicalId":517856,"journal":{"name":"AI and Optical Data Sciences V","volume":"2008 23","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140284569","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Polarization-based non-linear deep diffractive neural networks 基于极化的非线性深度衍射神经网络
AI and Optical Data Sciences V Pub Date : 2024-03-13 DOI: 10.1117/12.3002910
Sai Nikhilesh Murty Kottapalli, Lennart Schlieder, Alexander Song, Valentin Volchkov, Bernhard Schölkopf, Peer Fischer
{"title":"Polarization-based non-linear deep diffractive neural networks","authors":"Sai Nikhilesh Murty Kottapalli, Lennart Schlieder, Alexander Song, Valentin Volchkov, Bernhard Schölkopf, Peer Fischer","doi":"10.1117/12.3002910","DOIUrl":"https://doi.org/10.1117/12.3002910","url":null,"abstract":"","PeriodicalId":517856,"journal":{"name":"AI and Optical Data Sciences V","volume":"15 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140392835","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Overview of learning-based models to enhance the imaging infrastructure 加强成像基础设施的学习型模型概览
AI and Optical Data Sciences V Pub Date : 2024-03-13 DOI: 10.1117/12.3000095
A. Doblas, Carlos Trujillo
{"title":"Overview of learning-based models to enhance the imaging infrastructure","authors":"A. Doblas, Carlos Trujillo","doi":"10.1117/12.3000095","DOIUrl":"https://doi.org/10.1117/12.3000095","url":null,"abstract":"","PeriodicalId":517856,"journal":{"name":"AI and Optical Data Sciences V","volume":"89 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140394597","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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