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Dr. Yu Liu
at National Univ of Defense Technology
SPIE Involvement:
Author
Publications (4)
Proceedings Article | 5 November 2020 Paper
GPU parallel implementation of improved noise adaptive principal component algorithm for feature extraction of hyperspectral images
Proceedings Volume 11565, 115650N (2020) https://doi.org/10.1117/12.2576216
KEYWORDS: Feature extraction, Hyperspectral imaging, Scene classification, Signal to noise ratio, Computer programming, Principal component analysis, Interference (communication), Unmanned aerial vehicles, Signal processing, GPU based image processing, Parallel computing
Proceedings Article | 31 January 2020 Paper
Known classes classification and unknown classes targets detection of hyperspectral images based on convolutional neural networks
Lixiong Zhang, Yuanxi Pen, Tian Jian, Yu Liu, Kecheng Gong, Lu Liu, Liyuan Zhao, Longlong Zhang
Proceedings Volume 11427, 114272Y (2020) https://doi.org/10.1117/12.2552740
Proceedings Article | 31 January 2020 Paper
Interleaved group convolution network for hyperspectral image classification
Proceedings Volume 11427, 114270B (2020) https://doi.org/10.1117/12.2549150
KEYWORDS: Convolution, Image classification, Hyperspectral imaging, Network architectures, Sensors, Image sensors, Neural networks
Proceedings Article | 31 January 2020 Paper
Deep residual prototype learning network for hyperspectral image classification
Proceedings Volume 11427, 1142705 (2020) https://doi.org/10.1117/12.2548524
KEYWORDS: Hyperspectral imaging, Visualization, Image classification, 3D visualizations, Image visualization, Pattern recognition, Remote sensing
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