4.7 Article

A GA-Based Multi-View, Multi-Learner Active Learning Framework for Hyperspectral Image Classification

Related references

Note: Only part of the references are listed.
Review Geography, Physical

Deep learning classifiers for hyperspectral imaging: A review

M. E. Paoletti et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2019)

Article Engineering, Electrical & Electronic

Active-Learning-Incorporated Deep Transfer Learning for Hyperspectral Image Classification

Jianzhe Lin et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2018)

Article Engineering, Electrical & Electronic

Superpixel-Based Active Learning and Online Feature Importance Learning for Hyperspectral Image Analysis

Jielian Guo et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2017)

Article Engineering, Electrical & Electronic

Spectral-Spatial Semisupervised Hyperspectral Classification Using Adaptive Neighborhood

Nasehe Jamshidpour et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2017)

Article Engineering, Electrical & Electronic

Active Deep Learning for Classification of Hyperspectral Images

Peng Liu et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

Random-Walker-Based Collaborative Learning for Hyperspectral Image Classification

Bin Sun et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Computer Science, Artificial Intelligence

Hybrid feature selection based on enhanced genetic algorithm for text categorization

Abdullah Saeed Ghareb et al.

EXPERT SYSTEMS WITH APPLICATIONS (2016)

Article Engineering, Electrical & Electronic

An Active Learning Framework for Hyperspectral Image Classification Using Hierarchical Segmentation

Zhou Zhang et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2016)

Article Computer Science, Artificial Intelligence

A Survey on Evolutionary Computation Approaches to Feature Selection

Bing Xue et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2016)

Article Computer Science, Artificial Intelligence

Improved hyperspectral image classification by active learning using pre-designed mixed pixels

Alim Samat et al.

PATTERN RECOGNITION (2016)

Article Computer Science, Artificial Intelligence

Graph-based semi-supervised learning for spectral-spatial hyperspectral image classification

Li Ma et al.

PATTERN RECOGNITION LETTERS (2016)

Article Computer Science, Artificial Intelligence

Feature selection using Joint Mutual Information Maximisation

Mohamed Bennasar et al.

EXPERT SYSTEMS WITH APPLICATIONS (2015)

Article Engineering, Electrical & Electronic

An MRF Model-Based Active Learning Framework for the Spectral-Spatial Classification of Hyperspectral Imagery

Shujin Sun et al.

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (2015)

Article Geochemistry & Geophysics

Collaborative Active and Semisupervised Learning for Hyperspectral Remote Sensing Image Classification

Lunjun Wan et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)

Article Geochemistry & Geophysics

Large-Scale Image Classification Using Active Learning

Naif Alajlan et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2014)

Article Geochemistry & Geophysics

Active and Semisupervised Learning for the Classification of Remote Sensing Images

Claudio Persello et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2014)

Article Geochemistry & Geophysics

Semisupervised Self-Learning for Hyperspectral Image Classification

Inmaculada Dopido et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2013)

Article Computer Science, Information Systems

Let us know your decision: Pool-based active training of a generative classifier with the selection strategy 4DS

Tobias Reitmaier et al.

INFORMATION SCIENCES (2013)

Article Engineering, Electrical & Electronic

Active Learning: Any Value for Classification of Remotely Sensed Data?

Melba M. Crawford et al.

PROCEEDINGS OF THE IEEE (2013)

Article Geochemistry & Geophysics

View Generation for Multiview Maximum Disagreement Based Active Learning for Hyperspectral Image Classification

Wei Di et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2012)

Article Engineering, Electrical & Electronic

Active Learning via Multi-View and Local Proximity Co-Regularization for Hyperspectral Image Classification

Wei Di et al.

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (2011)

Article Engineering, Electrical & Electronic

A Survey of Active Learning Algorithms for Supervised Remote Sensing Image Classification

Devis Tuia et al.

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (2011)

Article Environmental Sciences

Using active learning to adapt remote sensing image classifiers

D. Tuia et al.

REMOTE SENSING OF ENVIRONMENT (2011)

Article Automation & Control Systems

Multiview Spectral Embedding

Tian Xia et al.

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS (2010)

Article Computer Science, Artificial Intelligence

Multiple-view multiple-learner active learning

Qingjiu Zhang et al.

PATTERN RECOGNITION (2010)

Article Geochemistry & Geophysics

Semi-supervised graph-based hyperspectral image classification

Gustavo Camps-Valls et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2007)

Article Computer Science, Artificial Intelligence

Tri-training: Exploiting unlabeled data using three classifiers

ZH Zhou et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2005)