Regularized set-to-set distance metric learning for hyperspectral image classification

Pattern Recognition Letters ◽

10.1016/j.patrec.2016.03.018 ◽

2016 ◽

Vol 83 ◽

pp. 143-151 ◽

Author(s):

Jiangtao Peng ◽

Lefei Zhang ◽

Luoqing Li

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Metric Learning ◽

Distance Metric Learning ◽

Distance Metric ◽

Hyperspectral Image Classification ◽

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Optimized Laplacian SVM With Distance Metric Learning for Hyperspectral Image Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2013.2243112 ◽

2013 ◽

Vol 6 (3) ◽

pp. 1109-1117 ◽

Author(s):

Yanfeng Gu ◽

Kai Feng

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Metric Learning ◽

Distance Metric Learning ◽

Distance Metric ◽

Hyperspectral Image Classification

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Eigenvector-Based Distance Metric Learning for Image Classification and Retrieval

ACM Transactions on Multimedia Computing Communications and Applications ◽

10.1145/3340262 ◽

2019 ◽

Vol 15 (3) ◽

pp. 1-19 ◽

Author(s):

Zhangcheng Wang ◽

Ya Li ◽

Richang Hong ◽

Xinmei Tian

Keyword(s):

Image Classification ◽

Metric Learning ◽

Distance Metric Learning ◽

Distance Metric

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Unifying Subspace and Distance Metric Learning with Bhattacharyya Coefficient for Image Classification

Emerging Trends in Visual Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-00826-9_11 ◽

2009 ◽

pp. 254-267 ◽

Author(s):

Qingshan Liu ◽

Dimitris N. Metaxas

Keyword(s):

Image Classification ◽

Metric Learning ◽

Distance Metric Learning ◽

Distance Metric ◽

Bhattacharyya Coefficient

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Class-Specific Mahalanobis Distance Metric Learning for Biological Image Classification

Lecture Notes in Computer Science - Image Analysis and Recognition ◽

10.1007/978-3-642-31298-4_29 ◽

2012 ◽

pp. 240-248 ◽

Author(s):

B. S. Shajee Mohan ◽

C. Chandra Sekhar

Keyword(s):

Image Classification ◽

Mahalanobis Distance ◽

Metric Learning ◽

Distance Metric Learning ◽

Distance Metric ◽

Biological Image

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Hyperspectral Image Classification With Deep Metric Learning and Conditional Random Field

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2019.2939356 ◽

2020 ◽

Vol 17 (6) ◽

pp. 1042-1046 ◽

Author(s):

Yi Liang ◽

Xin Zhao ◽

Alan J. X. Guo ◽

Fei Zhu

Keyword(s):

Random Field ◽

Image Classification ◽

Hyperspectral Image ◽

Conditional Random Field ◽

Metric Learning ◽

Hyperspectral Image Classification ◽

Deep Metric Learning

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Hyperspectral Image Classification Using Metric Learning in One-Dimensional Embedding Framework

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2017.2657600 ◽

2017 ◽

Vol 10 (5) ◽

pp. 1987-2001 ◽

Author(s):

Huiwu Luo ◽

Yuan Yan Tang ◽

Yulong Wang ◽

Jianzhong Wang ◽

Robert P. Biuk-Aghai ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Metric Learning ◽

Hyperspectral Image Classification ◽

One Dimensional

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Decomposition-Based Transfer Distance Metric Learning for Image Classification

IEEE Transactions on Image Processing ◽

10.1109/tip.2014.2332398 ◽

2014 ◽

Vol 23 (9) ◽

pp. 3789-3801 ◽

Author(s):

Yong Luo ◽

Tongliang Liu ◽

Dacheng Tao ◽

Chao Xu

Keyword(s):

Image Classification ◽

Metric Learning ◽

Distance Metric Learning ◽

Distance Metric ◽

Transfer Distance

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Set-to-Set Distance Metric Learning on SPD Manifolds

Pattern Recognition and Computer Vision - Lecture Notes in Computer Science ◽

10.1007/978-3-030-03338-5_38 ◽

2018 ◽

pp. 452-464

Author(s):

Zhi Gao ◽

Yuwei Wu ◽

Yunde Jia

Keyword(s):

Metric Learning ◽

Distance Metric Learning ◽

Distance Metric ◽

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Sparse Representation Based on Set-to-Set Distance for Hyperspectral Image Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2015.2442588 ◽

2015 ◽

Vol 8 (6) ◽

pp. 2464-2472 ◽

Author(s):

Haoliang Yuan ◽

Yuan Yan Tang

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

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Combining active and metric learning for hyperspectral image classification

2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2014.8077529 ◽

2014 ◽

Author(s):

Edoardo Pasolli ◽

Hsiuhan Lexie Yang ◽

Melba M. Crawford

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Metric Learning ◽

Hyperspectral Image Classification

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