Prof. Changjiang Zhang Profile

Prof. Changjiang Zhang

at Zhejiang Normal Univ

SPIE Involvement:

Author

Publications (17)

Proceedings Article | 12 April 2023 Paper

Intensity classification for tropical cyclone using feature fusion of infrared satellite image

Yu Wang, Chang-Jiang Zhang

Proceedings Volume 12565, 125651A (2023) https://doi.org/10.1117/12.2662183

KEYWORDS: Satellites, Satellite imaging, Earth observing sensors, Infrared radiation, Image fusion, Infrared imaging, Data modeling, Image classification, Technetium, Statistical modeling

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Proceedings Article | 12 April 2023 Paper

Improved Faster-RCNN algorithm combined with infrared satellite image for tropical cyclone detection

Liu Zhang, Changjiang Zhang, Feng Guo, Wanle Zhao

Proceedings Volume 12565, 125650I (2023) https://doi.org/10.1117/12.2661625

KEYWORDS: Satellites, Satellite imaging, Performance modeling, Infrared radiation, Infrared imaging, Feature extraction, Earth observing sensors, Target detection, Technetium, Infrared detectors

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Proceedings Article | 12 April 2023 Paper

Rapid intensification forecast for tropical cyclone by combining Multi-ConvLSTM model with infrared and microwave satellite images

Chuan-Hui Zhang, Chang-Jiang Zhang

Proceedings Volume 12565, 125650Y (2023) https://doi.org/10.1117/12.2661748

KEYWORDS: Satellites, Satellite imaging, Earth observing sensors, Data modeling, Microwave radiation, Infrared radiation, Infrared imaging, Education and training, Technetium, Deep learning

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Proceedings Article | 12 April 2023 Paper

TCIE-ResNeXtGAN: infrared and water vapor satellite image fusion model using dual discriminator generative adversarial networks and ResNeXt for improving tropical cyclone intensity estimation accuracy

Jia-Xu Guo, Chang-Jiang Zhang

Proceedings Volume 12565, 125650F (2023) https://doi.org/10.1117/12.2661621

KEYWORDS: Image fusion, Satellites, Satellite imaging, Earth observing sensors, Infrared radiation, Infrared imaging, Thermal modeling, Performance modeling, Statistical analysis, Image quality

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Proceedings Article | 12 March 2021 Paper

Objective location method of tropical cyclone by the deviation angle variance with pre-processing

Xiaojie Wang, Licheng Xue, Changjiang Zhang, Leiming Ma, Xiaoqin Lu

Proceedings Volume 11763, 117635Z (2021) https://doi.org/10.1117/12.2587291

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Proceedings Article | 31 January 2020 Paper

Precipitation estimation by multi-time scale support vector machine with quantum optics inspired optimization algorithm

HuiYuan Wang, ChangJiang Zhang, Jing Zeng

Proceedings Volume 11427, 114270O (2020) https://doi.org/10.1117/12.2550459

KEYWORDS: Data modeling, Radar, Statistical analysis, Optimization (mathematics), Statistical modeling, Atmospheric modeling, Meteorology, Quantum optics, Climatology, Reflectivity

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Proceedings Article | 31 January 2020 Paper

Correction model for the temperature of numerical weather prediction by SVM

Jing Zeng, Changjiang Zhang, Huiyuan Wang, Hai Chu

Proceedings Volume 11427, 114270Z (2020) https://doi.org/10.1117/12.2550788

KEYWORDS: Temperature metrology, Meteorology, Atmospheric modeling, Data modeling, Error analysis, Feature selection, Coastal modeling, Statistical modeling, Performance modeling, Physics

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Proceedings Article | 29 October 2018 Paper

Tropical cyclones objection detection based on faster R-CNN and infrared satellite cloud images

Chang-Jiang Zhang, Qi Luo

Proceedings Volume 10836, 108360G (2018) https://doi.org/10.1117/12.2513984

KEYWORDS: Satellites, Clouds, Infrared radiation, Satellite imaging, Earth observing sensors, Infrared detectors, Infrared imaging, Convolution, Detection and tracking algorithms, Meteorological satellites

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Proceedings Article | 10 April 2018 Paper

A deep belief network approach using VDRAS data for nowcasting

Lei Han, Jie Dai, Wei Zhang, Changjiang Zhang, Hanlei Feng

Proceedings Volume 10615, 106155F (2018) https://doi.org/10.1117/12.2303475

KEYWORDS: Radar, Data modeling, Meteorology, Doppler effect, Clouds, Atmospheric modeling, Systems modeling, Analytical research, Machine learning, Reflectivity

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SPIE Journal Paper | 27 December 2017

Objective estimation of tropical cyclone innercore surface wind structure using infrared satellite images

Changjiang Zhang, Lijie Dai, Leiming Ma, Jinfang Qian, Bo Yang

JARS, Vol. 11, Issue 04, 046030, (December 2017) https://doi.org/10.1117/12.10.1117/1.JRS.11.046030

KEYWORDS: Eye, Eye models, Satellites, Infrared radiation, Satellite imaging, Error analysis, Infrared imaging, Earth observing sensors, Mathematical modeling, Image segmentation

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Proceedings Article | 15 November 2017 Paper

Brain MRI tumor image fusion combined with Shearlet and wavelet

Changjiang Zhang, Mingchao Fang

Proceedings Volume 10605, 1060517 (2017) https://doi.org/10.1117/12.2287095

KEYWORDS: Brain, Magnetic resonance imaging, Tumors, Image fusion, Neuroimaging, Wavelets, Wavelet transforms

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Proceedings Article | 25 October 2016 Paper

Rolling forecasting model of PM2.5 concentration based on support vector machine and particle swarm optimization

Chang-Jiang Zhang, Li-Jie Dai, Lei-Ming Ma

Proceedings Volume 10156, 101561I (2016) https://doi.org/10.1117/12.2247134

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Proceedings Article | 24 November 2014 Paper

Detection algorithm for glass bottle mouth defect by continuous wavelet transform based on machine vision

Jinfang Qian, Changjiang Zhang

Proceedings Volume 9301, 93010W (2014) https://doi.org/10.1117/12.2070674

KEYWORDS: Glasses, Mouth, Continuous wavelet transforms, Machine vision, Binary data, Detection and tracking algorithms, Image processing, Image segmentation, Mathematical morphology, Evolutionary algorithms

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Proceedings Article | 18 November 2014 Paper

Typhoon center location algorithm based on fractal feature and gradient of infrared satellite cloud image

Changjiang Zhang, Yuan Chen, Juan Lu

Proceedings Volume 9299, 92990F (2014) https://doi.org/10.1117/12.2070666

KEYWORDS: Clouds, Infrared radiation, Fractal analysis, Satellite imaging, Satellites, Infrared imaging, Earth observing sensors, Eye, Meteorological satellites, Meteorology

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Proceedings Article | 20 January 2006 Paper

An efficient approach to segment man-made target from thermal image

Changjiang Zhang, Xiadong Wang, Haoran Zhang, Huajun Feng

Proceedings Volume 6027, 60271H (2006) https://doi.org/10.1117/12.667956

KEYWORDS: Image segmentation, Infrared imaging, Infrared radiation, Thermography, Image enhancement, Detection and tracking algorithms, Image processing algorithms and systems, Automatic target recognition, Image quality, Image contrast enhancement

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Proceedings Article | 20 January 2006 Paper

LS-SVM based signal processing of reflective fiber optic displacement sensor

Xiaodong Wang, Haoran Zhang, Changjiang Zhang, Genliang Feng, Minlan Jiang

Proceedings Volume 6027, 602749 (2006) https://doi.org/10.1117/12.668401

KEYWORDS: Fiber optics sensors, Sensors, Fiber optics, Signal processing, Reflectivity, Reflectors, Fiber optics tests, Head, Photodetectors, Fiber characterization

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Proceedings Article | 30 December 2005 Paper

Identification of nonlinear optical systems using adaptive kernel methods

Xiaodong Wang, Changjiang Zhang, Haoran Zhang, Genliang Feng, Xiuling Xu

Proceedings Volume 6028, 602827 (2005) https://doi.org/10.1117/12.667340

KEYWORDS: Complex systems, System identification, Neural networks, Computer simulations, Systems modeling, Artificial neural networks, Chaos, Dynamical systems, Computing systems, Information science

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Showing 5 of 17 publications

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