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Efficient single‑pixel imaging based on a compact fiber laser array and untrained neural network
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作者 Wenchang Lai Guozhong Lei +5 位作者 Qi Meng Yan Wang Yanxing Ma Hao Liu Wenda Cui Kai Han 《Frontiers of Optoelectronics》 EI CSCD 2024年第1期85-93,共9页
This paper presents an efficient scheme for single-pixel imaging(SPI)utilizing a phase-controlled fiber laser array and an untrained deep neural network.The fiber lasers are arranged in a compact hexagonal structure a... This paper presents an efficient scheme for single-pixel imaging(SPI)utilizing a phase-controlled fiber laser array and an untrained deep neural network.The fiber lasers are arranged in a compact hexagonal structure and coherently combined to generate illuminating light fields.Through the utilization of high-speed electro-optic modulators in each individual fiber laser module,the randomly modulated fiber laser array enables rapid speckle projection onto the object of interest.Furthermore,the untrained deep neural network is incorporated into the image reconstructing process to enhance the quality of the reconstructed images.Through simulations and experiments,we validate the feasibility of the proposed method and successfully achieve high-quality SPI utilizing the coherent fiber laser array at a sampling ratio of 1.6%.Given its potential for high emitting power and rapid modulation,the SPI scheme based on the fiber laser array holds promise for broad applications in remote sensing and other applicable fields. 展开更多
关键词 Single-pixel imaging fiber laser array Deep learning Remote sensing
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Array Waveguide Grating Based Fiber Lasers
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作者 Shien-Kuei Liaw 《光学学报》 EI CAS CSCD 北大核心 2003年第S1期-,共2页
Two array waveguide grating (AWGs) based fiber ring lasers are experimentally demonstrated. Either of them achieves wavelength discrete tuning of 32 nm, or yields simultaneously lasing up to four channels with -7 dBm ... Two array waveguide grating (AWGs) based fiber ring lasers are experimentally demonstrated. Either of them achieves wavelength discrete tuning of 32 nm, or yields simultaneously lasing up to four channels with -7 dBm output power for each channel. 展开更多
关键词 AWG in be as array Waveguide Grating Based fiber lasers of DBM HAVE for
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Theoretical analysis of lens array for uniform irradiation on target in multimode fiber lasers
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作者 林健 许立新 +1 位作者 王声波 韩海啸 《Chinese Optics Letters》 SCIE EI CAS CSCD 2014年第10期71-76,共6页
We propose and demonstrate a scheme to smooth and shape the on-target patterns in multimode fiber lasers, which includes expanding-collimating system and lens array (LA). A smooth pattern with flat-top and sharp-edg... We propose and demonstrate a scheme to smooth and shape the on-target patterns in multimode fiber lasers, which includes expanding-collimating system and lens array (LA). A smooth pattern with flat-top and sharp-edge profiles can be obtained with the irradiation nonuniformity decreasing significantly. We analyze the effects of the parameters such as defocus distance, the tilt angles, the number of the incident fiber lasers, and the diffraction-weakened LA on the uniformity irradiation of target by numerical simulations. 展开更多
关键词 Theoretical analysis of lens array for uniform irradiation on target in multimode fiber lasers
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