Prof. Xiang-Yu Deng Profile

Prof. Xiang-Yu Deng

at Northwest Normal Univ

SPIE Involvement:

Author

Publications (8)

SPIE Journal Paper | 3 September 2024

Vis-YOLO: a lightweight and efficient image detector for unmanned aerial vehicle small objects

Xiangyu Deng, Jiangyong Du

JEI, Vol. 33, Issue 05, 053003, (September 2024) https://doi.org/10.1117/12.10.1117/1.JEI.33.5.053003

KEYWORDS: Object detection, Data modeling, Head, Convolution, Image sensors, Performance modeling, Feature extraction, Deformation, Unmanned aerial vehicles, Transformers

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SPIE Journal Paper | 29 August 2024

SGTformer: improved Shifted Window Transformer network for white blood cell subtype classification

Xiangyu Deng, Lihao Pan, Zhiyan Dang

JEI, Vol. 33, Issue 04, 043057, (August 2024) https://doi.org/10.1117/12.10.1117/1.JEI.33.4.043057

KEYWORDS: White blood cells, Transformers, Feature extraction, Image classification, Windows, Convolution, Education and training, Image enhancement, Image processing, Data modeling

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SPIE Journal Paper | 18 April 2024

Posture recognition method of duty personnel based on human posture key points and convolutional neural network

Xiang-Yu Deng, Ying Sheng, Hao-Yuan Pei, You-Min Fan

JEI, Vol. 33, Issue 02, 023054, (April 2024) https://doi.org/10.1117/12.10.1117/1.JEI.33.2.023054

KEYWORDS: Detection and tracking algorithms, Education and training, Pose estimation, Feature extraction, Object detection, Image processing, Target detection, Performance modeling, Data modeling, Cell phones

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Proceedings Article | 8 June 2023 Paper

A quadrilateral distorted image correction algorithm based on block triangle

Xiangyu Deng, Aijia Zhang, Jinhong Ye

Proceedings Volume 12707, 127074L (2023) https://doi.org/10.1117/12.2681121

KEYWORDS: Detection and tracking algorithms, Image processing, Hough transforms, 3D acquisition, Radon transform, Deformation, 3D image processing, Visualization, Image analysis

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Proceedings Article | 16 December 2022 Paper

Segmentation of liver CT images based on the improved UNet network

Xiangyu Deng, Yangyang Bian, Yao Ma

Proceedings Volume 12500, 125003R (2022) https://doi.org/10.1117/12.2661313

KEYWORDS: Image segmentation, Liver, Image processing algorithms and systems, Computer programming, Computed tomography, Convolution, Medical imaging, Feature extraction, Tissues, Performance modeling

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Proceedings Article | 12 October 2022 Paper

Classification of fundus diseases based on meta-data and EB-IRV2 network

Xiangyu Deng, Feifei Ding

Proceedings Volume 12342, 123421W (2022) https://doi.org/10.1117/12.2644254

KEYWORDS: Data modeling, Image classification, Performance modeling, Eye, Eye models, Network architectures, Image fusion, Image processing, Convolution, Statistical modeling

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Proceedings Article | 10 November 2020 Paper

A novel tilting location and character segmentation algorithm for Chinese license plates

Xiangyu Deng, Ran Zhang, Wenjuan Qin

Proceedings Volume 11584, 115840N (2020) https://doi.org/10.1117/12.2580508

KEYWORDS: Image segmentation, Image processing algorithms and systems, Detection and tracking algorithms, Intelligence systems, Image processing, Adhesives, Image filtering, Edge detection

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Proceedings Article | 27 November 2019 Paper

Automatic segmentation algorithm of license plate image based on PCNN and DNN

Xiangyu Deng, Wenjuan Qin, Ran Zhang, Yunping Qi

Proceedings Volume 11321, 1132102 (2019) https://doi.org/10.1117/12.2537280

KEYWORDS: Image segmentation, Image processing, Image processing algorithms and systems, Neurons, Neural networks

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Showing 5 of 8 publications

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