Dr. Xuemei Cheng Profile

Dr. Xuemei Cheng

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Publications (5)

Proceedings Article | 9 November 2005 Paper

Feature extraction and band selection methods for hyperspectral imagery applied for identifying defects

Xuemei Cheng, Tao Yang, Yud-Ren Chen, Xin Chen

Proceedings Volume 5996, 59960U (2005) https://doi.org/10.1117/12.631068

KEYWORDS: Principal component analysis, Ferroelectric LCDs, Feature extraction, Hyperspectral imaging, Defect detection, Data processing, Remote sensing, Signal to noise ratio, Pattern recognition, Image classification

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Proceedings Article | 9 November 2005 Paper

Gabor-wavelet decomposition and integrated PCA-FLD method for texture based defect classification

Xuemei Cheng, Yud-Ren Chen, Tao Yang, Xin Chen

Proceedings Volume 5996, 59960V (2005) https://doi.org/10.1117/12.631071

KEYWORDS: Hyperspectral imaging, Wavelets, Ferroelectric LCDs, Principal component analysis, Image processing, Skin, Image classification, Analytical research, Chemical analysis, Feature extraction

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Proceedings Article | 9 November 2005 Paper

Pattern classification for boneless poultry inspection using combined X-ray/laser 3D imaging

Xin Chen, Hansong Jing, Yang Tao, Xuemei Cheng

Proceedings Volume 5996, 59960T (2005) https://doi.org/10.1117/12.630950

KEYWORDS: Image segmentation, Image classification, Neural networks, X-rays, X-ray imaging, Inspection, Stereoscopy, Imaging systems, Classification systems, Neurons

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Proceedings Article | 8 November 2005 Paper

Real-time image analysis for nondestructive detection of metal sliver in packed food

Xin Chen, Hansong Jing, Yang Tao, Xuemei Cheng

Proceedings Volume 5996, 59960E (2005) https://doi.org/10.1117/12.630964

KEYWORDS: X-ray imaging, Edge detection, X-rays, Metals, Image segmentation, Image processing, Image analysis, Inspection, Image enhancement, Sensors

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Proceedings Article | 7 November 2005 Paper

3D surface reconstruction of apples from 2D NIR images

Bin Zhu, Lu Jiang, Xuemei Cheng, Yang Tao

Proceedings Volume 6000, 60000R (2005) https://doi.org/10.1117/12.630030

KEYWORDS: Near infrared, 3D image processing, 3D modeling, Image segmentation, Cameras, Fourier transforms, 3D image reconstruction, Light sources, Machine vision, Reflectivity

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