Dr. Kun Zhan Profile

Dr. Kun Zhan

Professor at Lanzhou Univ.

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Publications (17)

SPIE Journal Paper | 13 September 2023

Research on plant seeds recognition based on fine-grained image classification

Min Yuan, Yongkang Dong, Fuxiang Lu, Kun Zhan, Liye Zhu, Jiacheng Shen, Dingbang Ren, Xiaowen Hu, Ningning Lv

JEI, Vol. 32, Issue 05, 053011, (September 2023) https://doi.org/10.1117/12.10.1117/1.JEI.32.5.053011

KEYWORDS: RGB color model, Image classification, Education and training, Transformers, Data modeling, Agriculture, Feature extraction, Deep learning, Machine learning, Matrices

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SPIE Journal Paper | 16 February 2023

Unified three-pathway framework for naturalness preservation image enhancement

Yunliang Qi, Kun Zhan, Meng Lou, Shouliang Li, Zhen Yang, Yide Ma

JEI, Vol. 32, Issue 01, 013034, (February 2023) https://doi.org/10.1117/12.10.1117/1.JEI.32.1.013034

KEYWORDS: Image enhancement, Reflection, Image quality, Visualization, Image processing, Denoising, Light sources and illumination, Image contrast enhancement, Visual process modeling, Tunable filters

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Proceedings Article | 13 October 2022 Paper

Unsupervised confident co-promoting: refinery for pseudo labels on unsupervised person re-identification

Hao Tang, Kun Zhan

Proceedings Volume 12287, 122870P (2022) https://doi.org/10.1117/12.2640850

KEYWORDS: Chromium, Data modeling, Performance modeling, Neural networks, Machine learning, Gallium nitride, Detection and tracking algorithms, Cameras, Statistical modeling, Surveillance

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Proceedings Article | 13 October 2022 Paper

Mutual learning graph convolutional network for hyperspectral image classification

ChaoJie Jia, Kun Zhan

Proceedings Volume 12287, 122871C (2022) https://doi.org/10.1117/12.2640844

KEYWORDS: Data centers, Hyperspectral imaging, Image classification, Data modeling, Neural networks, Machine learning, Convolution, 3D modeling, Process modeling, Performance modeling

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Proceedings Article | 13 October 2022 Paper

Attention-based multi-scale network for hyperspectral image classification

Chundi Li, Kun Zhan

Proceedings Volume 12287, 1228718 (2022) https://doi.org/10.1117/12.2640848

KEYWORDS: Feature extraction, Image classification, Hyperspectral imaging, Convolution, Lithium, 3D modeling, Neural networks, Convolutional neural networks, Seaborgium, Remote sensing

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Proceedings Article | 21 December 2021 Paper

Local pruning global pruned network under knowledge distillation

Hanyi Luo, Hao Tang, Kun Zhan

Proceedings Volume 12155, 121550D (2021) https://doi.org/10.1117/12.2626592

KEYWORDS: Visual process modeling, Neural networks, Quantization, Multilayers, Matrices, Machine vision

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SPIE Journal Paper | 28 May 2020

Multiscale dual-level network for hyperspectral image classification

Ying He, Wei Su, Xiyun Li, Kun Zhan

JEI, Vol. 29, Issue 03, 033008, (May 2020) https://doi.org/10.1117/12.10.1117/1.JEI.29.3.033008

KEYWORDS: Image classification, Hyperspectral imaging, Convolution, Neural networks, Feature extraction, Network architectures, Convolutional neural networks, Spatial resolution, Data modeling, Lithium

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SPIE Journal Paper | 10 July 2019

Generative approach to unsupervised deep local learning

Changlu Chen, Chaoxi Niu, Xia Zhan, Kun Zhan

JEI, Vol. 28, Issue 04, 043005, (July 2019) https://doi.org/10.1117/12.10.1117/1.JEI.28.4.043005

KEYWORDS: Computer programming, Data modeling, Convolutional neural networks, Machine learning, Network architectures, Neural networks, Neurons, Performance modeling, Visual process modeling, Machine vision

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SPIE Journal Paper | 5 April 2019

Multimodal image seamless fusion

Kun Zhan, Lingwen Kong, Bo Liu, Ying He

JEI, Vol. 28, Issue 02, 023027, (April 2019) https://doi.org/10.1117/12.10.1117/1.JEI.28.2.023027

KEYWORDS: Image fusion, Image filtering, Medical imaging, Gaussian filters, Visualization, Magnetic resonance imaging, Visual system, Linear filtering, Anisotropic filtering, Convolution

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SPIE Journal Paper | 7 March 2019

Multifocus image fusion using structure-preserving filter

Qiaoqiao Li, Guoyue Chen, Kun Zhan, Xingguo Zhang, Kazuki Saruta, Yuki Terata

JEI, Vol. 28, Issue 02, 023005, (March 2019) https://doi.org/10.1117/12.10.1117/1.JEI.28.2.023005

KEYWORDS: Image fusion, Image filtering, Digital filtering, Linear filtering, Clocks, Image quality, Spatial resolution, Lithium, Image processing, Nonlinear dynamics

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SPIE Journal Paper | 28 February 2019

Adaptive scalable kernel for hyperspectral image classification

Junsheng Wang, Bo Liu, Ying He, Kun Zhan

JEI, Vol. 28, Issue 01, 013051, (February 2019) https://doi.org/10.1117/12.10.1117/1.JEI.28.1.013051

KEYWORDS: Amplitude shift keying, Image classification, Digital filtering, Image filtering, Hyperspectral imaging, Image fusion, Image processing, Dimension reduction, Composites, Gaussian filters

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SPIE Journal Paper | 7 November 2017

Fast filtering image fusion

Kun Zhan, Yuange Xie, Haibo Wang, Yufang Min

JEI, Vol. 26, Issue 06, 063004, (November 2017) https://doi.org/10.1117/12.10.1117/1.JEI.26.6.063004

KEYWORDS: Image fusion, Image filtering, Medical imaging, Transform theory, Visible radiation, Infrared imaging, Infrared radiation, Linear filtering, Image processing, Anisotropic filtering

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SPIE Journal Paper | 26 July 2017

Albedo recovery for hyperspectral image classification

Kun Zhan, Haibo Wang, Yuange Xie, Chutong Zhang, Yufang Min

JEI, Vol. 26, Issue 04, 043010, (July 2017) https://doi.org/10.1117/12.10.1117/1.JEI.26.4.043010

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SPIE Journal Paper | 23 February 2017

Cross-utilizing hyperchaotic and DNA sequences for image encryption

Kun Zhan, Dong Wei, Jinhui Shi, Jun Yu

JEI, Vol. 26, Issue 01, 013021, (February 2017) https://doi.org/10.1117/12.10.1117/1.JEI.26.1.013021

KEYWORDS: Image encryption, Binary data, Complex systems, Cameras, Image information entropy, Chaos, Image resolution, Image quality, Computer security, Computing systems

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SPIE Journal Paper | 22 December 2016

Large margin distribution machine for hyperspectral image classification

Kun Zhan, Haibo Wang, He Huang, Yuange Xie

JEI, Vol. 25, Issue 06, 063024, (December 2016) https://doi.org/10.1117/12.10.1117/1.JEI.25.6.063024

KEYWORDS: Image classification, Hyperspectral imaging, Image filtering, Digital filtering, Binary data, Scene classification, Factor analysis, Principal component analysis, Image fusion, Error analysis

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SPIE Journal Paper | 8 August 2016

Application of heterogeneous pulse coupled neural network in image quantization

Yi Huang, Yide Ma, Shouliang Li, Kun Zhan

JEI, Vol. 25, Issue 06, 061603, (August 2016) https://doi.org/10.1117/12.10.1117/1.JEI.25.6.061603

KEYWORDS: Quantization, Neurons, Neural networks, Image segmentation, Cameras, Image processing, Image compression, Chromium, Evolutionary algorithms, Visualization

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SPIE Journal Paper | 27 May 2015

Multifocus image fusion using phase congruency

Kun Zhan, Qiaoqiao Li, Jicai Teng, Mingying Wang, Jinhui Shi

JEI, Vol. 24, Issue 03, 033014, (May 2015) https://doi.org/10.1117/12.10.1117/1.JEI.24.3.033014

KEYWORDS: Image fusion, Fermium, Frequency modulation, Image filtering, Clocks, Image quality, Image processing, Wavelets, Visualization, Lithium

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Showing 5 of 17 publications

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