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北京航空航天大学 [48]

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期刊论文 [33]

会议论文 [15]

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限定条件	专题：北京航空航天大学第一署名单位第一作者单位通讯作者单位

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	Abundance-Indicated Subspace for Hyperspectral Classification With Limited Training Samples 期刊论文 IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 页码: 1265-1278 作者: Xu, Shuyuan; Li, Jun; Khodadadzadeh, Mandi; Marinoni, Andrea; Gamba, Paolo 收藏 \| 浏览/下载：4/0 \| 提交时间：2019/12/30 Hyperspectral image classification mixed pixels mutinomial logistic regression (MLR) spectral unmixing subspace learning
	Deep learning and optimization algorithm for high efficient searching and detection of aircraft targets in remote sensing images [遥感图像飞机目标高效搜检深度学习优化算法] 期刊论文 Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2019, 卷号: 45, 页码: 159-173 作者: Guo, L.; Qin, S. 收藏 \| 浏览/下载：18/0 \| 提交时间：2019/12/30 Aircraft Classification (of information) Deep learning Deep neural networks Efficiency Image segmentation Machine learning Reinforcement learning Remote sensing Signal detection Vehicle performance Aircraft targets Comparative analysis Detection algorithm Optimization algorithms Probability of false alarm Real-time properties Remote sensing images Synthetic integrations Aircraft detection
	Hyperspectral hierarchical representation based on density peak ranking 期刊论文 JOURNAL OF APPLIED REMOTE SENSING, 2019, 卷号: 13 作者: Han, Bingnan; Yin, Jihao; Xiao, Aiqun; Luo, Xiaoyan 收藏 \| 浏览/下载：5/0 \| 提交时间：2019/12/30 hyperspectral image representation hierarchical segmentation clustering classification
	Convolutional Attention in Ensemble With Knowledge Transferred for Remote Sensing Image Classification 期刊论文 IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2019, 卷号: 16, 页码: 643-647 作者: Wang, Hainan; Miao, Yunqi; Wang, Hongren; Zhang, Baochang 收藏 \| 浏览/下载：4/0 \| 提交时间：2019/12/30 Attention mechanism ensemble learning image classification
	A Novel Semi-Supervised Learning Method Based on Fast Search and Density Peaks 期刊论文 COMPLEXITY, 2019, 卷号: 2019 作者: Gao, Fei; Huang, Teng; Sun, Jinping; Hussain, Amir; Yang, Erfu 收藏 \| 浏览/下载：15/0 \| 提交时间：2019/12/30 Cluster analysis Deep learning Discriminant analysis Fisher information matrix Image recognition Iterative methods Learning algorithms Machine learning Radar Radar imaging Remote sensing Classification results Clustering information Clustering methods Kernel fisher discriminant analysis Recognition algorithm Semi supervisions Semi- supervised learning Semi-supervised learning methods Supervised learning
	Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model for Hyperspectral Image Classification 期刊论文 IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 页码: 1741-1754 作者: Deng, Cheng; Xue, Yumeng; Liu, Xianglong; Li, Chao; Tao, Dacheng 收藏 \| 浏览/下载：15/0 \| 提交时间：2019/12/30 Active learning (AL) deep learning hyperspectral image (HSI) classification multiple-feature representation stacked sparse autoencoder (SSAE) transfer learning (TL)
	A novel spectral-spatial classification technique for multispectral images using extended multi-attribute profiles and sparse autoencoder 期刊论文 REMOTE SENSING LETTERS, 2019, 卷号: 10, 页码: 30-38 作者: Teffahi, Hanane; Yao, Hongxun; Chaib, Souleyman; Belabid, Nasreddine 收藏 \| 浏览/下载：5/0 \| 提交时间：2019/12/30 Deep learning Extraction Feature extraction Remote sensing Support vector machines Classification accuracy Classification approach Classification framework Classification methods Multispectral images Spatial informations Spectral information Spectral-spatial classification Image classification
	Hyperspectral Image Classification Using CapsNet With Well-Initialized Shallow Layers 期刊论文 IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2019, 卷号: 16, 页码: 1095-1099 作者: Yin, Jihao; Li, Sen; Zhu, Hongmei; Luo, Xiaoyan 收藏 \| 浏览/下载：4/0 \| 提交时间：2019/12/30 Capsule convolutional neural network (CNN) hyperspectral image (HSI) classification transfer learning
	Learning Compact and Discriminative Stacked Autoencoder for Hyperspectral Image Classification 期刊论文 IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 页码: 4823-4833 作者: Zhou, Peicheng; Han, Junwei; Cheng, Gong; Zhang, Baochang 收藏 \| 浏览/下载：4/0 \| 提交时间：2019/12/30 Discriminative stacked autoencoder (DSAE) diversity regularization hyperspectral image (HSI) classification local Fisher discriminative regularization
	Feature Extraction based on Extended Multi-Attribute Profiles and Sparse Autoencoder for Remote Sensing Image Classification 会议论文 MIPPR 2017: MULTISPECTRAL IMAGE ACQUISITION, PROCESSING, AND ANALYSIS, 2018-01-01 作者: Teffahi, Hanane; Yao, Hongxun; Belabid, Nasreddine; Chaib, Souleyman 收藏 \| 浏览/下载：12/0 \| 提交时间：2019/12/30 Hyperspectral image multispectral image spatial feature extraction dimensionality reduction image classification deep learning (DL) sparse autoencoder (SAE) extend multi-attribute profiles (EMAP) support vector machine (SVM)

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