Prof. Di Zhang Profile

Prof. Di Zhang

Associate Professor at Guangdong Medical Univ

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Author

Publications (6)

SPIE Journal Paper | 15 December 2018

Learning to perform joint image super-resolution and rain removal via a single-convolutional neural network

Di Zhang, Jiazhong He, Yun Zhao

JEI, Vol. 27, Issue 06, 063024, (December 2018) https://doi.org/10.1117/12.10.1117/1.JEI.27.6.063024

KEYWORDS: Lawrencium, Super resolution, Neural networks, Image restoration, Imaging systems, Image filtering, Image processing, Computing systems, Linear filtering, Image resolution

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SPIE Journal Paper | 21 March 2017

Hybrid sparse-representation-based approach to image super-resolution reconstruction

Di Zhang, Jiazhong He

JEI, Vol. 26, Issue 02, 023008, (March 2017) https://doi.org/10.1117/12.10.1117/1.JEI.26.2.023008

KEYWORDS: Lawrencium, Associative arrays, Image restoration, Super resolution, Reconstruction algorithms, Surface plasmons, Image processing, Image filtering, Detection and tracking algorithms, 3D image reconstruction

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SPIE Journal Paper | 18 April 2016

Image restoration via patch orientation-based low-rank matrix approximation and nonlocal means

Di Zhang, Jiazhong He, Minghui Du

JEI, Vol. 25, Issue 02, 023021, (April 2016) https://doi.org/10.1117/12.10.1117/1.JEI.25.2.023021

KEYWORDS: Image restoration, Detection and tracking algorithms, Compressed sensing, Image processing, Associative arrays, Image analysis, Feature extraction, Visualization, Data modeling, Image filtering

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Proceedings Article | 30 October 2009 Paper

Face super-resolution reconstruction from real low-resolution video sequences

Di Zhang, Jiazhong He, Hong Peng

Proceedings Volume 7496, 74960L (2009) https://doi.org/10.1117/12.830920

KEYWORDS: Lawrencium, Reconstruction algorithms, Image restoration, Image registration, Video, Image processing, Video surveillance, Super resolution, Detection and tracking algorithms, Computer simulations

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Proceedings Article | 15 November 2007 Paper

Fast approach to super-resolution image reconstruction

Di Zhang, Weiping Hu, Jiazhong He, Minghui Du

Proceedings Volume 6786, 678614 (2007) https://doi.org/10.1117/12.747702

KEYWORDS: Reconstruction algorithms, Lawrencium, Image restoration, Super resolution, Nonlinear filtering, Image processing, Algorithm development, Image filtering, Video surveillance, Motion estimation

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SPIE Journal Paper | 1 March 2005

Fast hybrid approach to large-magnification super-resolution image reconstruction

Di Zhang, Minghui Du

OE, Vol. 44, Issue 03, 037005, (March 2005) https://doi.org/10.1117/12.10.1117/1.1870652

KEYWORDS: Reconstruction algorithms, Lawrencium, Image restoration, Signal to noise ratio, Digital filtering, Super resolution, Optical engineering, Detection and tracking algorithms, Algorithm development, Sensors

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Showing 5 of 6 publications

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