Research of Hyperspectral Remote Sensing Image Classification Based on Extreme Learning Machine

LI Tie; ZHANG Xinjun

doi:10.3969/j.issn.1003-501x.2016.11.010

[1] LI Jiming，JIA Sen，PENG Yanbin. Hyperspectral Data Classification with Spectral and Texture Features by Co-training Algorithm [J]. Opto-Electronic Engineering，2012，39(11)：88-94.

[2] KANG Xudong，LI Shutao，FANG Leyuan，et al. Intrinsic image decomposition for feature extraction of hyperspectral images [J]. IEEE Transactions on Geoscience and Remote Sensing(S0196-2892)，2015，53(4)：2241–2253.

[3] Ghamisi P，Benediktsson J A. Feature selection based on hybridization of genetic algorithm and particle swarm optimization [J]. IEEE Geoscience and Remote Sensing Letters(S1545-598X)，2015，12(2)：309–313.

[4] ZHOU Yicong，PENG Jiangtao，CHEN C L. Philip. Dimension reduction using spatial and spectral regularized local discriminant embedding for hyperspectral image classification [J]. IEEE Transactions on Geoscience and Remote Sensing(S0196-2892)，2015，53(2)：1082–1095.

[5] KANG Xudong，LI Shutao，FANG Leyuan，et al. Extended random walker-based classification of hyperspectral images [J]. IEEE Transactions on Geoscience and Remote Sensing(S0196-2892)，2015，53(1)：144–153.

[6] Romero A，Radeva P，Gatta C. Meta-parameter free unsupervised sparse feature learning [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828)，2015，37(8)：1716–1722.

[7] Bazi Yakoub，Naif Alajlan，Farid Melgani. Differential evolution extreme learning machine for the classification of hyperspectral images [J]. IEEE Geoscience and Remote Sensing Letters(S1545-598X)，2014，11(6)：1066–1070.

[8] ZHANG Lefei，ZHANG Qian，ZHANG Liangpei，et al. Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding [J]. Pattern Recognition(S0031-3203)，2015，48(10)：3102–3112.

[9] CHEN Chen，LI Wei，SU Hongjun，et al. Spectral-spatial classification of hyperspectral image based on kernel extreme learning machine [J]. Remote Sensing(S2072-4292)，2014，6(6)：5795–5814.

[10] CHEN Yushi，ZHAO Xing，JIA Xiuping. Spectral-spatial classification of hyperspectral data based on deep belief network [J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing(S1939-1404)，2015，8(6)： 2381–2392.

[11] YUE Jun，ZHAO Wenzhi，MAO Shanjun，et al. Spectral-spatial classification of hyperspectral images using deep convolutional neural networks [J]. Remote Sensing Letters(S2150-704X)，2015，6(6)：468–477.

[12] Soltani-Farani A，Rabiee H R，Hosseini S A. Spatial-aware dictionary learning for hyperspectral image classification [J]. IEEE Transactions on Geoscience and Remote Sensing(S0196-2892)，2015，53(1)：527–541.