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Quantitative evaluation of intensity fidelity of superresolution reconstruction for structured illumination microscopy: 《Journal of Innovative Optical Health Sciences》2025年第1期153-163,共11页Yujun Tang Linbo Wang Gang Wen Hui Li; supported by the National Natural Science Foundation of China[Grant Nos.62205367 and 62141506];Suzhou Basic Research Pilot Project[Grant Nos.SSD2023006 and SJC2021013];Jiangsu Provincial Key Research and Development Program[Grant No.BE2020664].; Super-resolution structured illumination microscopy(SR-SIM)relies heavily on post-processing reconstruction to obtain high-quality SR images from raw data.Although many SIM reconstruction algorithms have been develope...; 关键词：Structured illumination microscopy super-resolution image reconstruction intensity fidelity spectrum optimization

Super-resolution reconstruction of single image for latent features: 《Computational Visual Media》2024年第6期1219-1239,共21页Xin Wang Jing-Ke Yan Jing-Ye Cai Jian-Hua Deng Qin Qin Yao Cheng; supported by General Project of Guangxi Science and Technology Major Project(AA19254016);Beihai City Science and Technology Planning Project(202082033);Beihai City Science and Technology Planning Project(202082023);Guangxi Graduate Student Innovation Project(YCSW2021174)。; Single-image super-resolution(SISR)typically focuses on restoring various degraded low-resolution(LR)images to a single high-resolution(HR)image.However,during SISR tasks,it is often challenging for models to simultan...; 关键词：image superresolution reconstruction denoising diffusion probabilistic model normalized flow adversarial neural network variational auto-encoder

Cross-modality transformations in biological microscopy enabled by deep learning: 《Advanced Photonics》2024年第6期13-33,共21页Dana Hassan Jesús Domínguez Benjamin Midtvedt Henrik Klein Moberg Jesús Pineda Christoph Langhammer Giovanni Volpe Antoni Homs Corber Caroline B.Adiels; support from the MSCA-ITN-ETN project ActiveMatter sponsored by the European Commission(Horizon 2020,Project No.812780);support from the ERC-CoG project MAPEI sponsored by the European Commission(Horizon 2020,Project No.101001267);from the Knut and AliceWallenberg Foundation(Grant No.2019.0079);aroline Beck Adiels and Giovanni Volpe acknowledge the Swedish Foundation for Strategic Research(Grant No.ITM17-0384).; Recent advancements in deep learning(DL)have propelled the virtual transformation of microscopy images across optical modalities,enabling unprecedented multimodal imaging analysis hitherto impossible.Despite these str...; 关键词：cross-modality transformations virtual staining SUPERRESOLUTION deep learning fluorescence bright-field phase contrast

Large-area magnetic skin for multi-point andmulti-scale tactile sensingwith superresolution: 《npj Flexible Electronics》2024年第1期475-486,共12页Hao Hu Chengqian Zhang Xinyi Lai Huangzhe Dai Chengfeng Pan Haonan Sun Daofan Tang Zhezai Hu Jianzhong Fu Tiefeng Li Peng Zhao; supported in part by the National Key R&D Program of China under Grant 2022YFC2401903;in part by the National Natural Science Foundation of China under Grant 52205424;in part by the“Pioneer”and“Leading Goose”R&D Program of Zhejiang Province under Grant 2023C01170;in part by Zhejiang Provincial Natural Science Foundation of China under Grant LY23A020001.; The advancements in tactile sensor technology have found wide-ranging applications in robotic fields,resulting in remarkable achievements in object manipulation and overall human-machine interactions.However,the wides...; 关键词：RESOLUTION MAGNETIC network

Superresolution imaging using superoscillatory diffractive neural networks: 《Advanced Photonics》2024年第5期70-80,共11页Hang Chen Sheng Gao Haiou Zhang Zejia Zhao Zhengyang Duan Gordon Wetzstein Xing Lin; supported by the National Key Research and Development Program of China(Grant No.2021ZD0109902);the National Natural Science Foundation of China(Grant No.62275139);the China Postdoctoral Science Foundation(Grant No.2023M741889).; Optical superoscillation enables far-field superresolution imaging beyond diffraction limits.However,existing superoscillatory lenses for spatial superresolution imaging systems still confront critical performance lim...; 关键词：superresolution imaging photonic neural networks optical superoscillation

Self-aligned dual-beam superresolution laser direct writing with a polarization-engineered depletion beam: 《Photonics Research》2024年第6期1194-1200,共7页GUOLIANG CHEN DEWEI MO JIAN CHEN QIWEN ZHAN; National Natural Science Foundation of China(12274299,92050202);Science and Technology Commission of Shanghai Municipality(22QA1406600);Natural Science Foundation of Shanghai Municipality(20ZR1437600).; A fiber-based,self-aligned dual-beam laser direct writing system with a polarization-engineered depletion beam is designed,constructed,and tested.This system employs a vortex fiber to generate a donut-shaped,cylindric...; 关键词：POLARIZATION BEAM depletion

Non-blind super-resolution reconstruction for laser-induced damage dark-field imaging of optical elements: 《Chinese Optics Letters》2024年第4期36-41,共6页王倩陈凤东韩越越曾发路程刘国栋; The laser-induced damage detection images used in high-power laser facilities have a dark background,few textures with sparse and small-sized damage sites,and slight degradation caused by slight defocus and optical di...; 关键词：laser-induced damage image superresolution image segmentation

Stimulated emission-depletion-based point-scanning structured illumination microscopy: 《Chinese Optics Letters》2024年第3期95-100,共6页汪磊王美婷王璐玮郑晓敏陈嘉杰吴文帅严伟于斌屈军乐高志邵永红; supported by the National Natural Science Foundation of China(Nos.62275168,62275164,61775148,and 61905145);the National Key Research and Development Program of China(No.2022YFA1206300);the Guangdong Natural Science Foundation and Province Project(Nos.2021A1515011916 and 2023A1515012250);the Foundation from Department of Science and Technology of Guangdong Province(No.2021QN02Y124);the Foundation from Department of Education of Guangdong Province(No.2023ZDZX2052);the Shenzhen Science and Technology R&D and Innovation Foundation(No.JCYJ20200109105608771);the Shenzhen Key Laboratory of Photonics and Biophotonics(No.ZDSYS20210623092006020);the Medical-Engineering Interdisciplinary Research Foundation of Shenzhen University。; Wide-field linear structured illumination microscopy(LSIM)extends resolution beyond the diffraction limit by moving unresolvable high-frequency information into the passband of the microscopy in the form of moiréfrin...; 关键词：stimulated emission depletion structured illumination microscopy superresolution microscopy

Multi-sensor multispectral reconstruction framework based on projection and reconstruction: 《Science China(Information Sciences)》2024年第3期242-258,共17页Tianshuai LI Tianzhu LIU Xian LI Yanfeng GU Yukun WANG Yushi CHEN; supported in part by National Science Fund for Distinguished Young Scholars (Grant No.62025107);National Natural Science Foundation of Key International Cooperation (Grant No.61720106002)。; The scarcity and low spatial resolution of hyperspectral images(HSIs)have become a major problem limiting the application of the images.In recent years,spectral reconstruction(SR)has been applied to convert multispect...; 关键词：spectral reconstruction spectral superresolution hyperspectral image multispectral image neural networks MULTI-SENSOR

Photoswitchable vibrational nanoscopy with sub-100-nm optical resolution被引量：1: 《Advanced Photonics》2023年第6期29-36,共8页Jianpeng Ao Xiaofeng Fang Liyang Ma Zhijie Liu Simin Wu Changfeng Wu Minbiao Ji; the financial support from the National Key Research and Development Program of China(Grant No.2021YFF0502900);the National Natural Science Foundation of China(Grant Nos.61975033 and 81771930);the Shanghai Municipal Science and Technology Major Project(Grant Nos.2017SHZDZX01 and 2018SHZDZX01);the financial support from the Shenzhen Science and Technology Innovation Commission(Grant No.KQTD20170810111314625);the National Key Research and Development Program of China(Grant No.2018YFB0407200).; Stimulated Raman scattering(SRS)microscopy has shown superior chemical resolution due to the much narrower vibrational spectral bandwidth than its fluorescence counterpart.However,breaking the diffraction-limited spat...; 关键词：stimulated Raman scattering superresolution microscopy vibrational imaging PHOTOSWITCHING

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