CONFERENCE PROCEEDINGS
Advanced Search
Ronghua Yan
at Xi'an Institute of Optics & Precision Mechanics CAS
SPIE Involvement:
Author
Publications (3)
SPIE Journal Paper | 29 March 2019
Dimensionality reduction based on parallel factor analysis model and independent component analysis method
Ronghua Yan, Jinye Peng, Dongmei Ma
JARS, Vol. 13, Issue 01, 014532, (March 2019) https://doi.org/10.1117/12.10.1117/1.JRS.13.014532
KEYWORDS: Independent component analysis, Factor analysis, Principal component analysis, Image analysis, Image classification, Hyperspectral imaging, Data modeling, Matrices, Denoising, Image processing
Proceedings Article | 12 December 2018 Paper
Denoising and dimensionality reduction based on PARAFAC decomposition for hyperspectral images
Rong-hua Yan, Jin-ye Peng, De-sheng Wen, Dong-mei Ma
Proceedings Volume 10846, 1084624 (2018) https://doi.org/10.1117/12.2505370
KEYWORDS: Principal component analysis, Hyperspectral imaging, Denoising, Factor analysis, Data modeling, Metals, Electronics, Precision optics, Precision mechanics, Information technology
SPIE Journal Paper | 31 May 2017
Dimensionality reduction method based on a tensor model
Ronghua Yan, Jinye Peng, Dongmei Ma, Desheng Wen
JARS, Vol. 11, Issue 02, 025011, (May 2017) https://doi.org/10.1117/12.10.1117/1.JRS.11.025011
KEYWORDS: Hyperspectral imaging, Image classification, Principal component analysis, Composites, Scattering
SIGN IN TO:
  • View contact details
UPDATE YOUR PROFILE
Is this your profile? Update it now.
Sign into your SPIE.org account
Don’t have a profile and want one?
Create an account on SPIE.org
Advertisement
Advertisement
Back to Top