Search Results - "Situ, Guohai"

On the use of deep learning for computational imaging by Barbastathis, George, Ozcan, Aydogan, Situ, Guohai

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Learning from simulation: An end-to-end deep-learning approach for computational ghost imaging by Wang, Fei, Wang, Hao, Wang, Haichao, Li, Guowei, Situ, Guohai

“…Artificial intelligence (AI) techniques such as deep learning (DL) for computational imaging usually require to experimentally collect a large set of labeled…”
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Dynamics of the Berezinskii–Kosterlitz–Thouless transition in a photon fluid by Situ, Guohai, Fleischer, Jason W.

“…In addition to enhancing confinement, restricting optical systems to two dimensions gives rise to new photonic states, modified transport and distinct…”
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Far-field super-resolution ghost imaging with a deep neural network constraint by Wang, Fei, Wang, Chenglong, Chen, Mingliang, Gong, Wenlin, Zhang, Yu, Han, Shensheng, Situ, Guohai

“…Ghost imaging (GI) facilitates image acquisition under low-light conditions by single-pixel measurements and thus has great potential in applications in…”
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Deep-learning-based ghost imaging by Lyu, Meng, Wang, Wei, Wang, Hao, Wang, Haichao, Li, Guowei, Chen, Ni, Situ, Guohai

“…In this manuscript, we propose a novel framework of computational ghost imaging, i.e., ghost imaging using deep learning (GIDL). With a set of images…”
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Phase imaging with an untrained neural network by Wang, Fei, Bian, Yaoming, Wang, Haichao, Lyu, Meng, Pedrini, Giancarlo, Osten, Wolfgang, Barbastathis, George, Situ, Guohai

“…Most of the neural networks proposed so far for computational imaging (CI) in optics employ a supervised training strategy, and thus need a large training set…”
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Cyphertext-only attack on the double random-phase encryption: Experimental demonstration by Li, Guowei, Yang, Wanqin, Li, Dayan, Situ, Guohai

“…We demonstrate experimentally that the traditional double random phase encoding (DPRE) technique is vulnerable to the cyphertext-only attack (COA). With the…”
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Novel magic angle-step state and mechanism for restraining the path ripple of magnetorheological finishing by Wan, Songlin, Wei, Chaoyang, Hu, Chen, Situ, Guohai, Shao, Yuchuan, Shao, Jianda

“…Computer-controlled sub-aperture polishing technology is limited by its propensity to introduce mid-spatial-frequency (MSF) error (ripple error), which…”
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Fast modal decomposition for optical fibers using digital holography by Lyu, Meng, Lin, Zhiquan, Li, Guowei, Situ, Guohai

“…Eigenmode decomposition of the light field at the output end of optical fibers can provide fundamental insights into the nature of electromagnetic-wave…”
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Passive imaging through inhomogeneous scattering media by Bian, Yaoming, Wang, Fei, Liu, Haishan, Yuan, Haiming, Li, Siteng, Huang, Wenxin, Situ, Guohai

“…According to the atmospheric scattering model (ASM), the object signal’s attenuation diminishes exponentially as the imaging distance increases. This imposes…”
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High Speed Computational Ghost Imaging via Spatial Sweeping by Wang, Yuwang, Liu, Yang, Suo, Jinli, Situ, Guohai, Qiao, Chang, Dai, Qionghai

“…Computational ghost imaging (CGI) achieves single-pixel imaging by using a Spatial Light Modulator (SLM) to generate structured illuminations for spatially…”
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Extending the depth-of-field of imaging systems with a scattering diffuser by Liao, Meihua, Lu, Dajiang, Pedrini, Giancarlo, Osten, Wolfgang, Situ, Guohai, He, Wenqi, Peng, Xiang

“…Large depth of field (DOF) is a longstanding goal in optical imaging field. In this paper we presented a simple but efficient method to extend the DOF of a…”
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Interferometric rotating point spread function by Wang, Wei, Situ, Guohai

“…Rotating point spread functions (PSF), such as the double helix (DH) PSF, are widely used in localization-based super-resolution imaging because of their large…”
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Reconfigurable Terahertz Metasurface Pure Phase Holograms by Guo, Jinying, Wang, Teng, Zhao, Huan, Wang, Xinke, Feng, Shengfei, Han, Peng, Sun, Wenfeng, Ye, Jiasheng, Situ, Guohai, Chen, Hou‐Tong, Zhang, Yan

“…Terahertz (THz) radiation has many potential applications. However, comparing with the rapid development of THz sources and detectors, functional devices for…”
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Deep-learning-based ciphertext-only attack on optical double random phase encryption by Liao, Meihua, Zheng, Shanshan, Pan, Shuixin, Lu, Dajiang, He, Wenqi, Situ, Guohai, Peng, Xiang

“…Optical cryptanalysis is essential to the further investigation of more secure optical cryptosystems.Learning-based at-tack of optical encryption eliminates…”
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Learning-based real-time imaging through dynamic scattering media by Liu, Haishan, Wang, Fei, Jin, Ying, Ma, Xianzheng, Li, Siteng, Bian, Yaoming, Situ, Guohai

“…Imaging through dynamic scattering media is one of the most challenging yet fascinating problems in optics, with applications spanning from biological…”
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Roadmap on chaos-inspired imaging technologies (CI2-Tech) by Rosen, Joseph, de Aguiar, Hilton B., Anand, Vijayakumar, Baek, YoonSeok, Gigan, Sylvain, Horisaki, Ryoichi, Hugonnet, Hervé, Juodkazis, Saulius, Lee, KyeoReh, Liang, Haowen, Liu, Yikun, Ludwig, Stephan, Osten, Wolfgang, Park, YongKeun, Pedrini, Giancarlo, Sarkar, Tushar, Schindler, Johannes, Singh, Alok Kumar, Singh, Rakesh Kumar, Situ, Guohai, Takeda, Mitsuo, Xie, Xiangsheng, Yang, Wanqin, Zhou, Jianying

“…In recent years, rapid developments in imaging concepts and computational methods have given rise to a new generation of imaging technologies based on chaos…”
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Polarization multiplexing for double images display by Guo Jinying, Wang Teng, Quan Baogang, Zhao Huan, Gu Changzhi, Li Junjie, Wang Xinke, Situ Guohai, Zhang Yan

“…Metasurface provides subwavelength structures for manipulating wavefronts of light. The benefits of subwavelength components offer a continuous modulation of…”
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Defogging lens design for infrared laser active imaging by orbital angular momentum meta-surface by Gao, Jinming, Guo, Jinying, Dai, Anli, Situ, Guohai

“…Imaging in scattering media has been a big problem, as the ballistic light carrying object information is swamped by background noise, thus degrading the…”
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Learning-based lensless imaging through optically thick scattering media by Lyu, Meng, Wang, Hao, Li, Guowei, Zheng, Shanshan, Situ, Guohai

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