Prof. Lin Luo Profile

Prof. Lin Luo

at Southwest Jiaotong Univ

SPIE Involvement:

Author

Publications (23)

Proceedings Article | 24 November 2023 Paper

Paper

A deep neural network-based distortion registration technique for astronomical images

Guangxin Zhao, Jinlong Li, Lin Luo, Haonan Cheng

Proceedings Volume 12935, 1293509 (2023) https://doi.org/10.1117/12.3000016

KEYWORDS: Image registration, Astronomy, Deformation, Distortion, Atmospheric turbulence, Planets, Neural networks, Image quality, Computer simulations

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Proceedings Article | 15 December 2022 Paper

Paper

An attention-based residual neural network for deformable image registration

Jingyi Xi, Lin Luo, Jinlong Li, Yu Zhang, Yong Wang, Dan Jiang

Proceedings Volume 12478, 124781H (2022) https://doi.org/10.1117/12.2653313

KEYWORDS: Image registration, Image restoration, Image processing, Brain, Neural networks, Magnetic resonance imaging, Neuroimaging, Feature extraction, Computer programming, Visualization

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SPIE Journal Paper | 31 December 2021

Blind restoration of astronomical image based on deep attention generative adversarial neural network

Lin Luo, Jiaqi Bao, Jinlong Li, Xiaorong Gao

OE, Vol. 61, Issue 01, 013101, (December 2021) https://doi.org/10.1117/12.10.1117/1.OE.61.1.013101

KEYWORDS: Astronomy, Image restoration, Telescopes, Atmospheric turbulence, Imaging systems, Atmospheric optics, Image processing, Diffraction, Point spread functions, Neural networks

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Proceedings Article | 1 November 2021 Paper

Paper

Deep learning-based 3D shape reconstruction with multi-frequency projection fringes

Min Xu, Yu Zhang, Nan Wang, Lin Luo, Jianping Peng

Proceedings Volume 12057, 120570K (2021) https://doi.org/10.1117/12.2604176

KEYWORDS: Fringe analysis, Heterodyning, 3D metrology, Error analysis, 3D modeling, Reconstruction algorithms, Network architectures, Computer programming, Convolution, Structured light

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Proceedings Article | 1 November 2021 Paper

Paper

Deep homography convolutional neural network for fast and accurate image registration

Xingzi Liu, Lin Luo, Chaoyong Peng, Jinlong Li

Proceedings Volume 12057, 120571D (2021) https://doi.org/10.1117/12.2604776

KEYWORDS: Image registration, Image enhancement, Image processing, Neural networks, Network architectures, Detection and tracking algorithms, Convolutional neural networks

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Proceedings Article | 1 November 2021 Paper

Paper

An efficient point sampling algorithm for train bottom key component detection

Bingren Chen, Jinlong Li, Qian Zhao, Xiaorong Gao, Lin Luo

Proceedings Volume 12057, 120571J (2021) https://doi.org/10.1117/12.2605025

KEYWORDS: Clouds, 3D modeling, Detection and tracking algorithms, Data modeling, Statistical modeling, Remote sensing, Lithium, Laser applications, Ear, 3D acquisition

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Proceedings Article | 20 December 2019 Paper

Paper

A three dimensional point cloud registration method based on backpropagation neural network and random sphere cover set

Jiang Long, Jinlong Li, Yu Zhang, Xiaorong Gao, Lin Luo

Proceedings Volume 11209, 112093M (2019) https://doi.org/10.1117/12.2548905

KEYWORDS: Neural networks, Data modeling, 3D modeling, 3D image processing

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Proceedings Article | 20 December 2019 Paper

Paper

Neural network optimization and high-speed railway wheel-set size prediction forecasting based on differential evolution

Jiawen Zhang, Yu Zhang, Lin Luo, Xiaorong Gao, Zhi Ling

Proceedings Volume 11209, 1120959 (2019) https://doi.org/10.1117/12.2550065

KEYWORDS: Neural networks, Data modeling, Evolutionary algorithms, Performance modeling, Optimization (mathematics), Statistical modeling, Error analysis, Chromium, Data mining, Reliability

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Proceedings Article | 20 December 2019 Paper

Paper

Finite simulation of weld inspection using time-of-flight diffraction method based on laser ultrasonic

Jin Yang, Lin Luo, Kai Yang, Jinlong Li, Xiaorong Gao

Proceedings Volume 11209, 112092C (2019) https://doi.org/10.1117/12.2548262

KEYWORDS: Ultrasonics, Diffraction, Optical simulations, Defect detection, Inspection, Signal detection, Finite element methods, Nondestructive evaluation, Laser processing, Signal analyzers

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Proceedings Article | 20 December 2019 Paper

Paper

Image super-resolution via deep residual network

Yakang Duan, Lin Luo, Yu Zhang, Hongna Zhu

Proceedings Volume 11209, 112094D (2019) https://doi.org/10.1117/12.2549571

KEYWORDS: Convolution, Feature extraction, Super resolution, Image restoration, Network architectures, Reconstruction algorithms, Neural networks, Image processing

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Proceedings Article | 20 December 2019 Paper

Paper

Camera distortion correction method based on cross ration invariance

Wang Zhang, Xiaorong Gao, Jinlong Li, Lin Luo

Proceedings Volume 11209, 112092M (2019) https://doi.org/10.1117/12.2548452

KEYWORDS: Distortion, Calibration, Cameras, Imaging systems, Image processing, Optimization (mathematics), Error analysis

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Proceedings Article | 20 December 2019 Paper

Paper

Interlaced scanning by laser ultrasonic for defects imaging of train rail surface

Yuehong Zhang, Lin Luo, Yu Zhang, Xiaorong Gao, Jiang Long

Proceedings Volume 11209, 112091L (2019) https://doi.org/10.1117/12.2547455

KEYWORDS: Ultrasonics, Laser applications, Ultrasonography, Signal detection, Defect detection, Finite element methods, 3D modeling, Wave propagation, Pulsed laser operation, Electronic filtering

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Proceedings Article | 20 December 2019 Paper

Paper

Numerical simulation of rail surface defect detection with laser-induced ultrasound

Hao Sui, Xiaorong Gao, Hongna Zhu, Lin Luo, Jinli Zhang, Zhenyu Zhu, Jianping Peng

Proceedings Volume 11209, 112093J (2019) https://doi.org/10.1117/12.2548897

KEYWORDS: Acoustics, Ultrasonics, Finite element methods, Defect detection, Wave propagation

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Proceedings Article | 8 February 2019 Paper

Paper

Weak image edge detection based on improved fuzzy inference

Wenwei Song, Xiaorong Gao, Jinlong Li, Lin Luo, Jianping Peng

Proceedings Volume 10843, 108431F (2019) https://doi.org/10.1117/12.2506668

KEYWORDS: Edge detection, Image processing, Digital filtering, Gaussian filters, Denoising, Image filtering

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Proceedings Article | 15 November 2018 Paper

Paper

Fringe pattern generation of three-dimensional shape measurement based on FPGA

Ziru Peng, Jinlong Li, Xiaorong Gao, Lin Luo, Haicheng Li

Proceedings Volume 10964, 109643J (2018) https://doi.org/10.1117/12.2505953

KEYWORDS: Fringe analysis, Field programmable gate arrays, Signal generators, 3D metrology, Clocks, Projection systems, Digital Light Processing, LCDs, Logic, Video

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Proceedings Article | 15 November 2018 Paper

Paper

Anisoplanatic imaging of space target based on multilayer phase screens

Ran Li, Lin Luo, Jinlong Li, Hongna Zhu, Xiaorong Gao

Proceedings Volume 10964, 109642Z (2018) https://doi.org/10.1117/12.2505866

KEYWORDS: Atmospheric modeling, Atmospheric propagation, Point spread functions, Fourier transforms, Atmospheric turbulence, Computer simulations, Light wave propagation, Refractive index, Turbulence, Image restoration

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Proceedings Article | 15 November 2018 Paper

Paper

Investigation on wall thickness ranges using digital radiography for tangential projection technique

Wenwen Xu, Uwe Zscherpel, Jianping Peng, Lin Luo, Xiaorong Gao, Jinlong Li

Proceedings Volume 10964, 109645B (2018) https://doi.org/10.1117/12.2506324

KEYWORDS: Radiography, X-rays, Chromium, Sensors, Signal to noise ratio, Nondestructive evaluation, Inspection, Image filtering, X-ray imaging, Image quality

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Proceedings Article | 25 October 2016 Paper

Paper

A bidirectional image matching algorithm based on SIFT features

Nan Zhang, Lin Luo, Xiaorong Gao, Jinlong Li

Proceedings Volume 9686, 968614 (2016) https://doi.org/10.1117/12.2245696

KEYWORDS: Feature extraction, Detection and tracking algorithms, Image processing, Reliability, Medical imaging, Digital image processing, Lithium, Physical sciences, Remote sensing, Machine vision

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Proceedings Article | 27 September 2016 Paper

Paper

Application of image stitching in rail abrasion 3D online detection

Jinlong Lee, Xiaorong Gao, Zeyong Wang, Quanke Zhao, Lin Luo

Proceedings Volume 9684, 96841Z (2016) https://doi.org/10.1117/12.2245679

KEYWORDS: 3D image processing, Phase shifts, 3D image reconstruction, Reconstruction algorithms, Image fusion, 3D metrology, Fringe analysis, Error analysis, Statistical analysis, Computer simulations

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Proceedings Article | 27 September 2016 Paper

Paper

3D shape reconstruction of rail and surface defect detection based on PMP

Fan Duan, Jinlong Lee, Lin Luo, Xiaorong Gao

Proceedings Volume 9684, 96840I (2016) https://doi.org/10.1117/12.2245550

KEYWORDS: Defect detection, Phase shifts, Reconstruction algorithms, Fringe analysis, Automatic control, Calibration, 3D acquisition, Projection systems, Optical testing, Neodymium

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Proceedings Article | 18 September 2014 Paper

Paper

Three dimensional detection of rail shape based on self-adaptive filtering

Jinlong Li, Xiaorong Gao, Zeyong Wang, Quanke Zhao, Lin Luo

Proceedings Volume 9282, 928211 (2014) https://doi.org/10.1117/12.2068126

KEYWORDS: Wavelets, 3D metrology, Fourier transforms, Optical filters, Image processing, Spatial resolution, Continuous wavelet transforms, Digital filtering, Modulation, Computer simulations

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Proceedings Article | 16 November 2011 Paper

Paper

Parameters measurement of wheel set using three-dimensional profile reconstruction

Li Wang, Li-rong Jiang, Jin-long Li, Lin Luo

Proceedings Volume 8321, 83212T (2011) https://doi.org/10.1117/12.905167

KEYWORDS: Sensors, Charge-coupled devices, Computer programming, 3D modeling, CCD image sensors, Reconstruction algorithms, Laser scattering, Light scattering, Data modeling, Lithium

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Proceedings Article | 5 March 2008 Paper

Paper

High resolution imaging by random disturbing wave front phase

Lin Luo, Ming Fan

Proceedings Volume 6623, 662319 (2008) https://doi.org/10.1117/12.791499

KEYWORDS: Imaging systems, Digital image processing, Image resolution, Image restoration, Optical aberrations, Deconvolution, Optical imaging, Point spread functions, Wavefronts, Image quality

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Showing 5 of 23 publications

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