Semi-supervised dimension reduction based on hypergraph embedding for hyperspectral images

Weibao Du; Wenwen Qiang; Meng Lv; Qiuling Hou; Ling Zhen; Ling Jing

doi:10.1080/01431161.2017.1415480

Semi-supervised dimension reduction based on hypergraph embedding for hyperspectral images

International Journal of Remote Sensing ◽

10.1080/01431161.2017.1415480 ◽

2017 ◽

Vol 39 (6) ◽

pp. 1696-1712 ◽

Cited By ~ 9

Author(s):

Weibao Du ◽

Wenwen Qiang ◽

Meng Lv ◽

Qiuling Hou ◽

Ling Zhen ◽

...

Keyword(s):

Dimension Reduction ◽

Hyperspectral Images ◽

Supervised Dimension Reduction

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Novel directional patterns and a Generalized Supervised Dimension Reduction System (GSDRS) for facial emotion recognition

Multimedia Tools and Applications ◽

10.1007/s11042-017-5141-8 ◽

2017 ◽

Vol 77 (8) ◽

pp. 9455-9488 ◽

Cited By ~ 8

Author(s):

A. Sherly Alphonse ◽

Dejey Dharma

Keyword(s):

Dimension Reduction ◽

Emotion Recognition ◽

Facial Emotion Recognition ◽

Facial Emotion ◽

Reduction System ◽

Supervised Dimension Reduction

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QUADRO: A supervised dimension reduction method via Rayleigh quotient optimization

The Annals of Statistics ◽

10.1214/14-aos1307 ◽

2015 ◽

Vol 43 (4) ◽

pp. 1498-1534 ◽

Cited By ~ 9

Author(s):

Jianqing Fan ◽

Zheng Tracy Ke ◽

Han Liu ◽

Lucy Xia

Keyword(s):

Dimension Reduction ◽

Reduction Method ◽

Rayleigh Quotient ◽

Dimension Reduction Method ◽

Supervised Dimension Reduction

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Multi-layer Cross-domain Non-negative Matrix Factorization for Cross-scene Dimension Reduction on Hyperspectral Images

Pattern Recognition and Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-030-59830-3_47 ◽

2020 ◽

pp. 547-554

Author(s):

Hong Chen ◽

Kewei Gong ◽

Ling Lei ◽

Minchao Ye ◽

Yuntao Qian

Keyword(s):

Dimension Reduction ◽

Matrix Factorization ◽

Hyperspectral Images ◽

Cross Domain ◽

Non Negative Matrix Factorization

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Reducing Class Overlapping in Supervised Dimension Reduction

Proceedings of the Ninth International Symposium on Information and Communication Technology - SoICT 2018 ◽

10.1145/3287921.3287925 ◽

2018 ◽

Author(s):

Nguyen Trong Tung ◽

Vu Hoang Dieu ◽

Khoat Than ◽

Ngo Van Linh

Keyword(s):

Dimension Reduction ◽

Supervised Dimension Reduction

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Stochastic discriminant analysis for linear supervised dimension reduction

Neurocomputing ◽

10.1016/j.neucom.2018.02.064 ◽

2018 ◽

Vol 291 ◽

pp. 136-150 ◽

Cited By ~ 5

Author(s):

Mika Juuti ◽

Francesco Corona ◽

Juha Karhunen

Keyword(s):

Discriminant Analysis ◽

Dimension Reduction ◽

Supervised Dimension Reduction

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Cognitive Gravity Model Based Semi-Supervised Dimension Reduction

Neural Processing Letters ◽

10.1007/s11063-017-9648-9 ◽

2017 ◽

Vol 47 (1) ◽

pp. 253-276 ◽

Cited By ~ 1

Author(s):

Yaxin Sun ◽

Qing Ye ◽

Rong Zhu ◽

Guihua Wen

Keyword(s):

Dimension Reduction ◽

Gravity Model ◽

Model Based ◽

Supervised Dimension Reduction

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New wrapper method based on normalized mutual information for dimension reduction and classification of hyperspectral images

2018 4th International Conference on Optimization and Applications (ICOA) ◽

10.1109/icoa.2018.8370546 ◽

2018 ◽

Cited By ~ 3

Author(s):

Hasna Nhaila ◽

Asma Elmaizi ◽

Elkebir Sarhrouni ◽

Ahmed Hammouch

Keyword(s):

Mutual Information ◽

Dimension Reduction ◽

Hyperspectral Images ◽

Normalized Mutual Information ◽

Wrapper Method

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Dimension Reduction and Pre-emphasis for Compression of Hyperspectral Images

Lecture Notes in Computer Science - Image Analysis and Recognition ◽

10.1007/978-3-540-30126-4_55 ◽

2004 ◽

pp. 446-453 ◽

Cited By ~ 1

Author(s):

C. Lee ◽

E. Choi ◽

J. Choe ◽

T. Jeong

Keyword(s):

Dimension Reduction ◽

Hyperspectral Images

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A comparative analysis of classification methods for hyperspectral images generated with conventional dimension reduction methods

TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES ◽

10.3906/elk-1503-167 ◽

2017 ◽

Vol 25 ◽

pp. 58-72 ◽

Cited By ~ 4

Author(s):

Ozan ARSLAN ◽

Özer AKYÜREK ◽

Şinasi KAYA

Keyword(s):

Comparative Analysis ◽

Dimension Reduction ◽

Hyperspectral Images ◽

Classification Methods ◽

Reduction Methods

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Deep Bottleneck Classifiers in Supervised Dimension Reduction

Artificial Neural Networks – ICANN 2010 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-15825-4_1 ◽

2010 ◽

pp. 1-10 ◽

Cited By ~ 3

Author(s):

Elina Parviainen

Keyword(s):

Dimension Reduction ◽

Supervised Dimension Reduction

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