通感融合光子技术教育部重点实验室 – 智能信息处理团队

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LASER&PHOTONICS REVIEWS

无监督深度学习赋能的单曝光非相干全息三维成像

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研究方向

Research direction

非相干三维成像

计算光谱成像

相位成像

非相干数字全息

计算三维层析成像

脑智能

团队

Researchers

秦玉文

qinyw@gdut.edu.cn

王云才

wangyc@gdut.edu.cn

钟丽云

zhongly@gdut.edu.cn

吕晓旭

hsgdzlxx@scnu.edu.cn

邸江磊

jiangleidi@gdut.edu.cn

张伟娜

zhwna@gdut.edu.cn

黄韬

实验室行政

1009820219@qq.com

刘胜德

高级实验师

liushengde@m.scnu.edu.cn

研究成果

research achievement

Deep learning-based edge enhancement of interferenceless coded aperture correlation holography without a point spread hologram

杨乐,黄韬,王辉阳,王宇恒,张伟娜,邸江磊,钟丽云Optic…

Artifact-free phase reconstruction for differential interference contrast microscopy based on deep learning

周成鑫,王宇恒,刘悦,于坤,刘玉芳,钟丽云,庒春生,吕晓旭 …

Single-shot Fresnel incoherent correlation holography based on digitalself-calibrated point source holograms

王辉阳,闻天志,刘胜德,刘宏展,李密高，吕晓旭 Optics…

Adaptive Raman spectral unmixing method based on Voigt peak compensation for quantitative analysis of cellular biochemical components

陈想,唐平,万鉴辉,张伟娜,钟丽云 Biomedical O…

Learning enhanced dual-wavelength digitalholography for measuring large-height complexstep samples

韩贤信，王宇恒，卜正阳，袁子鑫，吴裕旺，吴禧龙，刘胜德，钟丽…

Unsupervised cross talk suppression for self-interference digital holography

黄韬, 杨乐, 张伟娜, 豆嘉真, 邸江磊, 吴家晨, Jo…

Recognition of multi-stage apoptosis of Hela cells using a single phase contrast image based on the CB-ResUNet model

侯靖毓，万鉴辉，张伟娜，钟丽云 Conference: IS…

Multi-wavelength digital holography based on Kramers–Kronig relations

卜正阳,韩贤信,王宇恒,刘胜德,钟丽云,吕晓旭 Optics…

Multifunctional SERS Chip for Biological Application Realizedby Double Fano Resonance

朱韦乐,王辉阳,王宇恒,刘胜德,狄江磊,钟丽云 Nanoma…

Dynamic 3D Fresnel incoherent correlation holography imaging based on single-shot mirrored phase-shifting technology

王辉阳,韩贤信,刘胜德,刘宏展,吕晓旭,Joseph Ros…

A Pair of Indicators for Characterizing Cerebral Microbleeds Based on Raman Spectrum and Two‐Photon Imaging

苏欣, 万鉴辉, 郑子鑫, 邢馨月, 刘胜德, 钟丽云, 吕…

Single shot interferenceless coded aperture correlation holography via a learnable Wiener deconvolution network

杨乐,杨俊鹏,王辉阳,王宇恒,黄韬,张伟娜,邸江磊,钟丽云 …

Accelerating quad Airy beams-based point response for interferenceless coded aperture correlation holographyadsadasdasd

杨乐,杨俊鹏,黄韬, Joseph Rosen, 王宇恒,王…

Out-of-focus artifact removal for Fresnel incoherent correlation holography by deep learning

黄韬,李娇声,章勤男,张伟娜,邸江磊,吴迪峰,吕晓旭,钟丽云…

DHM/SERS reveals cellular morphology and molecular changes during iPSCs-derived activation of astrocytes

卜晓雅,杨力维, 韩贤信,刘胜德,吕晓旭, 万鉴辉, 张潇,…

SERS-based long-term mitochondrial pH monitoring during differentiation of human induced pluripotent stem cells to neural progenitor cells

杨力维,卜晓雅,吕晓旭,万鉴辉,张潇,张伟娜,钟丽云 Bio…

Rapid and accurate identification of stem cell differentiation stages via SERS and convolutional neural networks

张潇,万鉴辉,黄韬,唐平,杨力维,卜晓雅,张伟娜,钟丽云 B…

Raman signal optimization based on residual network adaptive focusing

陈浩钊,杨力维,朱韦乐,唐平,邢馨月,张伟娜,钟丽云 Spe…

Enhancing scanning electron microscopy imaging quality of weakly conductive samples through unsupervised learning

高欣,黄韬,唐平,邸江磊,钟丽云,张伟娜 Scientifi…

Fresnel incoherent compressive holography toward 3D videography via dual-channel simultaneous phase-shifting interferometry

王辉阳,韩贤信,闻天志,王宇恒,刘宏展,吕晓旭,Joseph…

Unsupervised Deep Learning Enables 3D Imaging for Single‐Shot Incoherent Holography

王宇恒,王辉阳, 刘胜德,黄韬, 张伟娜, 邸江磊, Jos…

Adaptive phase-shifting interferometry based on a phase-shifting digital holography algorithm

韩贤信, 王宇恒, 卜正阳, 卜晓雅, 李红运刘胜德,钟丽…

Convenient dual-wavelength digital holography based on orthogonal polarization strategy with a Wollaston prism

吴迪锋,谢林娜,韩贤信,周成鑫, 卜正阳, 刘胜德, 钟丽云…

A spatial carrier dynamic quantitative differential phase imaging method

周成鑫,刘悦,韩贤信,邢馨月,邸江磊,钟丽云,吕晓旭 Opt…

Boosting nuclear-targeted photothermal-chemotherapy by NIR-responsive hybrid membrane camouflaged nanotherapeutics

邢馨月,曾玉英,钟婉晴,程文黛,周成鑫,吕晓旭,钟丽云 Ca…

Single-shot deep-learning based 3D imaging of Fresnel incoherent correlation holography

章勤男,黄韬,李娇声,杨乐,杨俊鹏,王辉阳,吕晓旭,钟丽云O…

Optical 3D information encryption and rapid decryption via interferenceless coded aperture correlation holography

杨乐,杨俊鹏,黄韬,李娇声,章勤男,邸江磊,钟丽云 Opti…

Tracking Intracellular Nuclear Targeted-chemotherapy of Chidamide-loaded Prussian Blue Nanocarriers by SERS Mapping

邢馨月,钟婉晴,唐平,陶巧,吕晓旭,钟丽云Colloids …

Real-time phase imaging with physics-enhanced network and equivariance

王宇恒,王辉阳,周成鑫,韩贤信,刘胜德,吕晓旭,邸江磊,钟丽…

Off-axis differential interference contrast (DIC) microscopy enabled by polarization gratings pair and synthetic aperture technology for integrational and sectional quantitative phase imaging

王译,钟丽云,邢馨月,吕晓旭,陈秋佳,陶巧,秦玉文Optic…

Single-shot Fresnel incoherent correlation holography via deep learning based phase-shifting technology

黄韬,章勤男,李娇声,吕晓旭,邸江磊,钟丽云,秦玉文Opti…

A SERS-Based Dual-Parameter Monitoring Nanoprobe of ROS and PI3K/Akt during Ginsenoside Rg3-Induced Cell Apoptosis

万鉴辉,程文黛,邢馨月,何玉婷,唐平,冯亚苹,刘胜德,吕晓旭…

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广东工业大学智能信息处理团队是一支在光学工程与精密仪器领域深耕多年的科研队伍，依托于“通感融合光子技术教育部重点实验室暨广东省信息光子技术重点实验室”这一高水平的科研平台，长期致力于该领域的基础研究和应用研究工作。在全息光学成像、定量相位成像、数字全息、计算光学成像等多个前沿方向上.....

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