Dr. Zongliang Gan Profile

Dr. Zongliang Gan

Associate Professor at Nanjing Univ of Posts and Telecommunications

SPIE Involvement:

Author

Area of Expertise:

computer vision , deep learning , machine learning

Publications (7)

SPIE Journal Paper | 1 November 2024

Saliency-guided convolution neural network–transformer fusion network for no-reference image quality assessment

Lipeng Wu, Ziguan Cui, Zongliang Gan, Guijin Tang, Feng Liu

JEI, Vol. 33, Issue 06, 063001, (November 2024) https://doi.org/10.1117/12.10.1117/1.JEI.33.6.063001

KEYWORDS: Image quality, Transformers, Feature extraction, Neural networks, Data modeling, Distortion, Performance modeling, Convolution, Image fusion, Feature fusion

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SPIE Journal Paper | 17 August 2024

Edge-oriented unrolling network for infrared and visible image fusion

Tian-Hui Yuan, Zongliang Gan, Changhong Chen, Ziguan Cui

JEI, Vol. 33, Issue 04, 043051, (August 2024) https://doi.org/10.1117/12.10.1117/1.JEI.33.4.043051

KEYWORDS: Image fusion, Infrared radiation, Infrared imaging, Image enhancement, Visible radiation, Feature extraction, Feature fusion, Education and training, Convolution, Image quality

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SPIE Journal Paper | 6 April 2023

Complementary pseudolabel based on global-and-channel information for unsupervised person reidentification

Zhiyu Lu, Changhong Chen, Wanru Song, Zongliang Gan

JEI, Vol. 32, Issue 02, 023030, (April 2023) https://doi.org/10.1117/12.10.1117/1.JEI.32.2.023030

KEYWORDS: Education and training, Matrices, Mathematical optimization, Feature extraction, Neural networks, Image segmentation, Data modeling, Cameras, Visualization, Image processing

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SPIE Journal Paper | 7 February 2023

Three-stream network and improved attention mechanism-based blind image quality assessment

Jing Zheng, Ziguan Cui, Zongliang Gan, Guijin Tang, Feng Liu

JEI, Vol. 32, Issue 01, 013026, (February 2023) https://doi.org/10.1117/12.10.1117/1.JEI.32.1.013026

KEYWORDS: Image quality, Image restoration, Distortion, Databases, Data modeling, Gallium nitride, Feature extraction, Education and training, Convolution, Image processing

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SPIE Journal Paper | 17 March 2022

Saliency-enhanced two-stream convolutional network for no-reference image quality assessment

Huanhuan Ma, Ziguan Cui, Zongliang Gan, Guijin Tang, Feng Liu

JEI, Vol. 31, Issue 02, 023010, (March 2022) https://doi.org/10.1117/12.10.1117/1.JEI.31.2.023010

KEYWORDS: Image quality, Distortion, Image fusion, Image enhancement, Feature extraction, Convolution, Networks, Data modeling, Performance modeling, Visualization

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SPIE Journal Paper | 24 June 2020

Deep feature learning with attributes for cross-modality person re-identification

Shikun Zhang, Changhong Chen, Wanru Song, Zongliang Gan

JEI, Vol. 29, Issue 03, 033017, (June 2020) https://doi.org/10.1117/12.10.1117/1.JEI.29.3.033017

KEYWORDS: RGB color model, Infrared imaging, Cameras, Glasses, Data modeling, Performance modeling, Image classification, Infrared cameras, Feature extraction, Network architectures

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Proceedings Article | 14 August 2019 Paper

Anchored neighborhoods search based on global dictionary atoms for face photo-sketch synthesis

Feng Liu, Ran Xu, Jieying Zheng, Qiuli Lin, Zongliang Gan

Proceedings Volume 11179, 111790D (2019) https://doi.org/10.1117/12.2539810

KEYWORDS: Realistic image synthesis, Associative arrays, Facial recognition systems, Databases, Data modeling, Image processing, Light sources and illumination

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Showing 5 of 7 publications

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