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1

A linear feature extraction for multiclass classification problems based on class mean and covariance discriminant information

Pi-Fuei Hsieh, Deng-Shiang Wang, Chia-Wei Hsu

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2006

Language:

english

File:

PDF, 2.13 MB

english, 2006

2

CLASSIFICATION-ORIENTED LOCALLY LINEAR EMBEDDING

HSIEH, PI-FUEI, YANG, MING-HUA, GU, YI-JAY, LIANG, YU-CHENG

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Year:

2010

Language:

english

File:

PDF, 1.01 MB

english, 2010

3

[IEEE IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium - Boston, MA, USA (2008.07.7-2008.07.11)] IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium - Kernel-Based Nonlinear Feature Extraction for Image Classification

Chou, Po-Wen, Hsieh, Pi-Fuei, Hsieh, Chia-Cheng

Year:

2008

Language:

english

File:

PDF, 235 KB

english, 2008

4

Effect of spatial resolution on classification errors of pure and mixed pixels in remote sensing

Pi-Fuei Hsieh, Lee, L.C., Nai-Yu Chen

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2001

Language:

english

File:

PDF, 182 KB

english, 2001

5

[IEEE 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05. - Seoul, Korea (25-29 July 2005)] Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05. - Change identification of remote sensing images based on textural and spectral features

Yu-Zhi Lin,, Pi-Fuei Hsieh,

Year:

2005

Language:

english

File:

PDF, 220 KB

english, 2005

6

An MRF-based kernel method for nonlinear feature extraction

Pi-Fuei Hsieh, Po-Wen Chou, Hsueh-Yi Chung

Journal:

Image and Vision Computing

Year:

2010

Language:

english

File:

PDF, 1.96 MB

english, 2010

7

Impact and realization of increased class separability on the small sample size problem in hyperspectral classification

Journal:

Canadian Journal of Remote Sensing

Year:

2009

File:

PDF, 557 KB

2009

8

[IEEE 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05. - Seoul, Korea (25-29 July 2005)] Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05. - Parametric weight estimation for decision fusion in multisource classification

Hsien-Chiang Wang,, Pi-Fuei Hsieh,

Year:

2005

Language:

english

File:

PDF, 201 KB

english, 2005

9

SPIE Proceedings [SPIE SPIE's International Symposium on Optical Science, Engineering, and Instrumentation - San Diego, CA (Sunday 19 July 1998)] Imaging Spectrometry IV - Statistics enhancement in hyperspectral data analysis using spectral-spatial labeling, the EM algorithm, and the leave-one-out covariance estimator

Hsieh, Pi-Fuei, Landgrebe, David A., Descour, Michael R., Shen, Sylvia S.

Year:

1998

Language:

english

File:

PDF, 1.51 MB

english, 1998

10

[IEEE IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174) - Seattle, WA, USA (1998.07.10-1998.07.10)] IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174) - Lowpass filter for increasing class separability

Pi-Fuei Hsieh,, Landgrebe, D.

Year:

1998

Language:

english

File:

PDF, 345 KB

english, 1998

11

[IEEE IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174) - Seattle, WA, USA (1998.07.10-1998.07.10)] IGARSS '98. Sensing and Managing the Environment. 1998 IEEE International Geoscience and Remote Sensing. Symposium Proceedings. (Cat. No.98CH36174) - Linear feature extraction for multiclass problems

Pi-Fuei Hsieh,, Landgrebe, D.

Year:

1998

Language:

english

File:

PDF, 301 KB

english, 1998

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