Effective feature extraction through segmentation-based folded-PCA for hyperspectral image classification
出版年份 2019 全文链接
标题
Effective feature extraction through segmentation-based folded-PCA for hyperspectral image classification
作者
关键词
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出版物
INTERNATIONAL JOURNAL OF REMOTE SENSING
Volume 40, Issue 18, Pages 7190-7220
出版商
Informa UK Limited
发表日期
2019-04-17
DOI
10.1080/01431161.2019.1601284
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- 3-D Shearlet Transform Based Feature Extraction for Improved Joint Sparse Representation HSI Classification
- (2018) Mariem Zaouali et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery
- (2018) Junjun Jiang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Spatial-Aware Collaborative Representation for Hyperspectral Remote Sensing Image Classification
- (2017) Junjun Jiang et al. IEEE Geoscience and Remote Sensing Letters
- Supervised Feature Extraction of Hyperspectral Images Using Partitioned Maximum Margin Criterion
- (2017) Aloke Datta et al. IEEE Geoscience and Remote Sensing Letters
- A Spectrally Weighted Structure Tensor for Hyperspectral Imagery
- (2016) Maider J. Marin-McGee et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Spatial Regularized Local Manifold Learning for Classification of Hyperspectral Images
- (2016) Li Ma et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Semi-realistic Simulations of Natural Hyperspectral Scenes
- (2016) Zhipeng Hao et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- One-Class Oriented Feature Selection and Classification of Heterogeneous Remote Sensing Images
- (2016) Md. Ali Hossain et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Orthogonal Nonnegative Matrix Factorization Combining Multiple Features for Spectral–Spatial Dimensionality Reduction of Hyperspectral Imagery
- (2016) Jinhuan Wen et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- When Pixels Team up: Spatially Weighted Sparse Coding for Hyperspectral Image Classification
- (2015) Ali Soltani-Farani et al. IEEE Geoscience and Remote Sensing Letters
- Feature Selection Based on Hybridization of Genetic Algorithm and Particle Swarm Optimization
- (2015) Pedram Ghamisi et al. IEEE Geoscience and Remote Sensing Letters
- A Novel Evolutionary Swarm Fuzzy Clustering Approach for Hyperspectral Imagery
- (2015) Pedram Ghamisi et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network
- (2015) Yushi Chen et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Dimension Reduction Using Spatial and Spectral Regularized Local Discriminant Embedding for Hyperspectral Image Classification
- (2015) Yicong Zhou et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Intrinsic Image Decomposition for Feature Extraction of Hyperspectral Images
- (2015) Xudong Kang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- A New Hybrid Strategy Combining Semisupervised Classification and Unmixing of Hyperspectral Data
- (2014) Inmaculada Dopido et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- A Novel Spatial–Spectral Similarity Measure for Dimensionality Reduction and Classification of Hyperspectral Imagery
- (2014) Hanye Pu et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Spectral–Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation
- (2014) Leyuan Fang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Novel Folded-PCA for improved feature extraction and data reduction with hyperspectral imaging and SAR in remote sensing
- (2014) Jaime Zabalza et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A Review of Remote Sensing Image Classification Techniques: the Role of Spatio-contextual Information
- (2014) Miao Li et al. European Journal of Remote Sensing
- Data-Driven Compressive Sampling and Learning Sparse Coding for Hyperspectral Image Classification
- (2013) Shuyuan Yang et al. IEEE Geoscience and Remote Sensing Letters
- Subspace Detection Using a Mutual Information Measure for Hyperspectral Image Classification
- (2013) Md. Ali Hossain et al. IEEE Geoscience and Remote Sensing Letters
- Feature Extraction of Hyperspectral Images With Image Fusion and Recursive Filtering
- (2013) Xudong Kang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Reconstruction of Hyperspectral Imagery From Random Projections Using Multihypothesis Prediction
- (2013) Chen Chen et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Feature Mining for Hyperspectral Image Classification
- (2013) Xiuping Jia et al. PROCEEDINGS OF THE IEEE
- Particle Swarm Optimization-Based Hyperspectral Dimensionality Reduction for Urban Land Cover Classification
- (2012) He Yang et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- A Quantitative and Comparative Assessment of Unmixing-Based Feature Extraction Techniques for Hyperspectral Image Classification
- (2012) Inmaculada Dopido et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Neighborhood Preserving Orthogonal PNMF Feature Extraction for Hyperspectral Image Classification
- (2012) Jinhuan Wen et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Advances in Spectral-Spatial Classification of Hyperspectral Images
- (2012) M. Fauvel et al. PROCEEDINGS OF THE IEEE
- LIBSVM
- (2012) Chih-Chung Chang et al. ACM Transactions on Intelligent Systems and Technology
- Group and Region Based Parallel Compression Method Using Signal Subspace Projection and Band Clustering for Hyperspectral Imagery
- (2011) Lena Chang et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Fast Algorithms to Implement N-FINDR for Hyperspectral Endmember Extraction
- (2011) Wei Xiong et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- On the Convergence of N-FINDR and Related Algorithms: To Iterate or Not to Iterate?
- (2010) Shaun Dowl et al. IEEE Geoscience and Remote Sensing Letters
- Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data
- (2010) Björn Waske et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- A Dynamic Subspace Method for Hyperspectral Image Classification
- (2010) Jinn-Min Yang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Feature Selection for Classification of Hyperspectral Data by SVM
- (2010) Mahesh Pal et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Spectral–Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques
- (2009) Y. Tarabalka et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- TurboPixels: Fast Superpixels Using Geometric Flows
- (2009) A. Levinshtein et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
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