Prof. Junyu Dong Profile

KEYWORDS: Visualization, Video, Computer programming, Information visualization, Feature extraction, Transformers, Finite element methods, Visual process modeling, Associative arrays, Visual analytics

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Proceedings Article | 1 May 2022 Paper

Application of GoogLeNet for ocean-front tracking

Yuting Yang, Kin-Man Lam, Eric Rigall, Junyu Dong, Xin Sun, Muwei Jian

Proceedings Volume 12177, 121770W (2022) https://doi.org/10.1117/12.2624284

KEYWORDS: Video, Detection and tracking algorithms, Databases, Image classification, RGB color model, Machine learning, Water, Video acceleration, Oceanography, Neural networks

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Proceedings Article | 1 May 2022 Paper

Swin transformer and fusion for underwater image enhancement

Jinghao Sun, Junyu Dong, Qingxuan Lv

Proceedings Volume 12177, 1217734 (2022) https://doi.org/10.1117/12.2626075

KEYWORDS: Image enhancement, Image fusion, Transformers, Light scattering, Feature extraction, Water, Scattering, Data modeling, Visualization, Neural networks

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Proceedings Article | 13 March 2021 Paper

Super-resolution on remote sensing images

Yuting Yang, Kin-Man Lam, Junyu Dong, Xin Sun, Muwei Jian

Proceedings Volume 11766, 1176615 (2021) https://doi.org/10.1117/12.2590197

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Proceedings Article | 27 January 2021 Paper

Simple online and real-time underwater multiple object tracking

Panpan Lu, Junyu Dong, Xin Sun

Proceedings Volume 11720, 117200F (2021) https://doi.org/10.1117/12.2589351

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Proceedings Article | 27 January 2021 Paper

One-stage object detection with graph convolutional networks

Lijun Du, Xin Sun, Junyu Dong

Proceedings Volume 11720, 1172004 (2021) https://doi.org/10.1117/12.2589415

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Proceedings Article | 1 June 2020 Paper

Self-supervised depth completion with attention-based loss

Yingyu Wang, Yakun Ju, Muwei Jian, Kin-Man Lam, Lin Qia, Junyu Dong

Proceedings Volume 11515, 115152T (2020) https://doi.org/10.1117/12.2566222

KEYWORDS: RGB color model, Signal attenuation, Cameras, Data acquisition, Robotics, Sensors, LIDAR, Image fusion, Computer programming, Convolution

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Proceedings Article | 6 May 2019 Paper

Person re-identification for 365-day video surveillance based on stride convolutional neural network

Shengke Wang, Xiaoyan Zhang, Rui Li, Jianlin Zhu, Fenghui Xue, Junyu Dong

Proceedings Volume 11069, 110690N (2019) https://doi.org/10.1117/12.2524371

KEYWORDS: Convolutional neural networks, Convolution, Cameras, Video surveillance, Lithium, Data modeling, Expectation maximization algorithms, Light sources and illumination, Image processing, Image fusion

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Proceedings Article | 6 May 2019 Paper

An automatic laser sheet calibration method for laser scan range measurement system

Hongbao Zhu, Liang Lu, Lin Qi, Junyu Dong

Proceedings Volume 11069, 1106939 (2019) https://doi.org/10.1117/12.2532393

KEYWORDS: Calibration, Cameras, Imaging systems, Distortion, Image processing, 3D modeling, Error analysis, 3D image processing, Laser damage threshold, Image segmentation

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Proceedings Article | 6 May 2019 Paper

A multiple people tracking algorithm for large view scene

Shengke Wang, Yuan Cao, Guoan Cheng, Fenghui Xue, Junyu Dong

Proceedings Volume 11069, 1106943 (2019) https://doi.org/10.1117/12.2524205

KEYWORDS: Switches, Video, Sensors, Detection and tracking algorithms, Motion models, Feature extraction, Data processing, Video surveillance, Unmanned aerial vehicles, Image processing

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Proceedings Article | 6 May 2019 Paper

Hyperspectral image classification based on local binary patterns and SVDNet

Mengjie Sun, Feng Gao, Junyu Dong

Proceedings Volume 11069, 110691F (2019) https://doi.org/10.1117/12.2524372

KEYWORDS: Hyperspectral imaging, Image classification, Feature extraction

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Proceedings Article | 26 July 2018 Paper

Surface defects detection of paper dish based on Mask R-CNN

Xuelong Wang, Ying Gao, Junyu Dong, Xukun Qin, Lin Qi, Hui Ma, Jun Liu

Proceedings Volume 10828, 108280S (2018) https://doi.org/10.1117/12.2502097

KEYWORDS: Image segmentation, Detection and tracking algorithms, Data modeling, Inspection, Convolution, Feature extraction, Process modeling, Image classification, Cameras

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