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MMCSD:Multi-Modal Knowledge Graph Completion Based on Super-Resolution and Detailed Description Generation: 《Computers, Materials & Continua》2025年第4期761-783,共23页Huansha Wang Ruiyang Huang Qinrang Liu Shaomei Li Jianpeng Zhang; funded by Research Project,grant number BHQ090003000X03。; Multi-modal knowledge graph completion(MMKGC)aims to complete missing entities or relations in multi-modal knowledge graphs,thereby discovering more previously unknown triples.Due to the continuous growth of data and ...; 关键词：Multi-modal knowledge graph knowledge graph completion multi-modal fusion

Distribution-flexible subset quantization for post-quantizing super-resolution networks: 《Science China(Information Sciences)》2025年第3期159-176,共18页Yunshan ZHONG Mingbao LIN Jingjing XIE Yuxin ZHANG Fei CHAO Rongrong JI; supported by National Key R&D Program of China(Grant No.2022ZD0118202);National Science Fund for Distinguished Young Scholars(Grant No.62025603);National Natural Science Foundation of China(Grant Nos.U21B2037,U22B2051,62176222,62176223,62176226,62072386,62072387,62072389,62002305,62272401);Natural Science Foundation of Fujian Province of China(Grant Nos.2021J01002,2022J06001)。; This paper introduces distribution-flexible subset quantization(DFSQ),a post-training quantization method for super-resolution networks.Our motivation for developing DFSQ is based on the distinctive activation distrib...; 关键词：SUPER-RESOLUTION post-training quantization distribution-fexible subset quantization neural network

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

Multi-perception large kernel convnet for efficient image super-resolution: 《四川大学学报(自然科学版)》2025年第1期67-78,共12页MIAO Xuan LI Zheng XU Wen-Zheng; 国家重点研发计划项目(2020YFA0714003);国家重大项目(GJXM92579);四川省科技厅重点研发项目(2021YFQ0059)。; Significant advancements have been achieved in the field of Single Image Super-Resolution(SISR)through the utilization of Convolutional Neural Networks(CNNs)to attain state-of-the-art performance.Recent efforts have e...; 关键词：Single Image Super-Resolution Lightweight model Deep learning Large kernel

Hyperspectral Image Super-Resolution Based on Spatial-Spectral-Frequency Multidimensional Features: 《Journal of Beijing Institute of Technology》2025年第1期28-41,共14页Sifan Zheng Tao Zhang Haibing Yin Hao Hu Jian Jiang Chenggang Yan; supported by the Fundamental Research Funds for the Provincial Universities of Zhejiang (No.GK249909299001-036);National Key Research and Development Program of China (No. 2023YFB4502803);Zhejiang Provincial Natural Science Foundation of China (No.LDT23F01014F01)。; Due to the limitations of existing imaging hardware, obtaining high-resolution hyperspectral images is challenging. Hyperspectral image super-resolution(HSI SR) has been a very attractive research topic in computer vi...; 关键词：deep neural network hyperspectral image spatial feature spectral information frequency feature

Deciphering the role of mtH_(2)O_(2) in hepatic ischemia-reperfusion injury mechanisms with low-background super-resolution fluorogenic probe: 《Science China Chemistry》2025年第1期297-307,共11页Bin Fang Limin Wang Haoqin Li Jiaxin Zhang Yang Ding PanPan Li Bo Peng Hua Bai Lin Li; supported by the National Natural Science Foundation of China(62288102,22077101,62475216);the Natural Science Foundation of Shaanxi Province(2022JM-130);the Key Research and Development Program of Shaanxi(2024GH-ZDXM-37);the Innovation Capability Support Program of Shaanxi(2023-CX-PT-23);the Natural Science Basic Research Program of Shaanxi(2024JC-YBQN-0919);the Open Project Program of the Analytical&Testing Center of Northwestern Polytechnical University(2020T018);the Postdoctoral Fellowship Program of China Postdoctoral Science Foundation(CPSF)(GZC20240889);the Innovation Foundation for Doctor Dissertation of Northwestern Polytechnical University(CX2022034,CX2023098);the Startup Program of XMU(L.L.);Fundamental Research Funds for the Central Universities。; Hepatic ischemia-reperfusion injury(HIRI)is characterized by mitochondrial dysfunction and oxidative stress.Monitoring mitochondrial hydrogen peroxide(mtH_(2)O_(2))levels in real-time through super-resolution imaging ...; 关键词：hepatic ischemia-reperfusion injury LOW-BACKGROUND mtH_(2)O_(2)-activatable super-resolution imaging fluorogenic probe

Lamb wave TDTE super-resolution imaging assisted by deep learning: 《Chinese Physics B》2025年第1期357-366,共10页Liu-Jia Sun Qing-Bang Han and Qi-Lin Jin; Project supported by the National Natural Science Foundation of China (Grant No. 12174085);the Key Research and Development Project of Changzhou, Jiangsu Province, China (Grant No. CE20235054);the Postgraduate Research and Practice Innovation Program of Jiangsu Province, China (Grant No. KYCX24 0833)。; Ultrasonic Lamb waves undergo complex mode conversion and diffraction at non-penetrating defects, such as plate corrosion and cracks. Lamb wave imaging has a resolution limit due to the guided wave dispersion characte...; 关键词：Lamb waves asymmetric defects fully convolutional network time-domain topological energy imaging SUPER-RESOLUTION

Deep-learning-enabled temporally super-resolved multiplexed fringe projection profilometry:high-speed kHz 3D imaging with low-speed camera: 《PhotoniX》2024年第1期306-317,共12页Wenwu Chen Shijie Feng Wei Yin Yixuan Li Jiaming Qian Qian Chen Chao Zuo; supported by National Key Research and Development Program of China(2022YFB2804603);National Natural Science Foundation of China(62075096,62005121,U21B2033);Leading Technology of Jiangsu Basic Research Plan(BK20192003);“333 Engineering”Research Project of Jiangsu Province(BRA2016407);Fundamental Research Funds for the Central Universities(30921011208,30919011222,30920032101);Fundamental Research Funds for the Central Universities(2023102001,2024202002).; Recent advances in imaging sensors and digital light projection technology have facilitated rapid progress in 3D optical sensing,enabling 3D surfaces of complexshaped objects to be captured with high resolution and ac...; 关键词：3D imaging Fringe projection profilometry Multiplex Deep learning Temporal super-resolution

Confidential Image Super-Resolution with Privacy Protection: 《Chinese Journal of Electronics》2024年第6期1447-1457,共11页Yiran HAN Jianwei LIU Xin DENG Junpeng JING Yanting ZHANG; supported by the National Key R&D Program of China(Grant No.2021YFB2700200);the Natural Science Foundation of China(Grant Nos.U21B2021,61932014,61972018,62002006,62172025,61932011,61972019,61772538,32071775,91646203);the Defense Industrial Technology Development Program(Grant No.JCKY2021211B017);the Fundamental Research Funds for the Central Universities(Grant No.2042022KF0021)。; Nowadays,people are getting used to upload images to a third party for post-processing,such as image denoising and super-resolution.This may easily lead to the disclosure of the privacy in the confidential images.One ...; 关键词：Confidential image Image hiding SUPER-RESOLUTION Privacy protection model

Label-free Super-resolution Microscopy for Long-term Monitoring the Dynamic Interactions of Cellular Organelles: 《Chemical Research in Chinese Universities》2024年第6期994-1003,共10页SHAO Lina SUN Minglu ZHANG Jinrui XU Haijiao YANG Hui LI Hongru WANG Huili CUI Zongqiang LI Dayu WANG Hongda; supported by the Scientific Instrument Developing Project of the Chinese Academy of Sciences(No.ZDKYYQ20220005);the National Natural Science Foundation of China(Nos.22150003,and 22327808);Chinese patent applications have been submitted for relevant technologies(No.202011538556.8,No.202110126844.0&No.ZL 202120587363.5).; The ideal method for imaging living cells is one that allows for long-term,label-free observation in real-time with super-resolution capabilities.Such a method would overcome the drawbacks of phototoxicity and photobl...; 关键词：LABEL-FREE SUPER-RESOLUTION Fourier ptychography microscopy Long-term Cellular organelle SARS-CoV-2 virus-like particle

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