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湖南大学 [254]

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	Hyperspectral Image Classification With Squeeze Multibias Network. 期刊论文 IEEE Transactions on Geoscience & Remote Sensing, 2019, 卷号: Vol.57 No.3, 页码: 1291-1301 作者: Fang, Leyuan; Liu, Guangyun; Li, Shutao; Ghamisi, Pedram; Benediktsson, Jon Atli 收藏 \| 浏览/下载：14/0 \| 提交时间：2019/12/13 Convolution Convolutional neural network (CNN) Feature extraction hyperspectral image (HSI) classification Hyperspectral imaging Kernel multibias module (MBM) Roads squeeze convolution module (SCM) squeeze multibias network (SMBN) Training
	Scalable One-Pass Self-Representation Learning for Hyperspectral Band Selection 期刊论文 IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: Vol.57 No.7, 页码: 4360-4374 作者: Xiaohui Wei; Wen Zhu; Bo Liao; Lijun Cai 收藏 \| 浏览/下载：7/0 \| 提交时间：2019/12/13 Hyperspectral imaging Principal component analysis Big Data Matrix decomposition Sensors Adaptive regression classification convolutional neural network (CNN) hyperspectral band selection one-pass self-representation learning (SRL) row-sparsity norm
	Superpixel Tensor Model for Spatial–Spectral Classification of Remote Sensing Images 期刊论文 IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: Vol.57 No.7, 页码: 4705-4719 作者: Yanfeng Gu; Tianzhu Liu; Jun Li 收藏 \| 浏览/下载：7/0 \| 提交时间：2019/12/13 Feature extraction Remote sensing Kernel Task analysis Algebra Support vector machines Extended morphological profile (EMAP) remote sensing images spatial–spectral classification superpixel tensor
	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: Vol.12 No.4, 页码: 1265-1278 作者: Shuyuan Xu; Jun Li; Mahdi Khodadadzadeh; Andrea Marinoni; Paolo Gamba 收藏 \| 浏览/下载：4/0 \| 提交时间：2019/12/13 Hyperspectral imaging Training Earth Logistics Feature extraction Hyperspectral image classification mixed pixels mutinomial logistic regression (MLR) spectral unmixing subspace learning
	Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification 期刊论文 IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: Vol.57 No.2, 页码: 755-769 作者: Nanjun He; Mercedes E. Paoletti; Juan Mario Haut; Leyuan Fang; Shutao Li 收藏 \| 浏览/下载：13/0 \| 提交时间：2019/12/13 Feature extraction Hyperspectral imaging Training Convolutional neural networks Electronic mail Computational modeling Data augmentation deep convolutional neural networks (CNNs) hyperspectral image (HIS) classification multiscale covariance maps (MCMs)
	Automatic Classification of Retinal Optical Coherence Tomography Images With Layer Guided Convolutional Neural Network 期刊论文 IEEE Signal Processing Letters, 2019, 卷号: Vol.26 No.7, 页码: 1026-1030 作者: Laifeng Huang; Xingxin He; Leyuan Fang; Hossein Rabbani; Xiangdong Chen 收藏 \| 浏览/下载：14/0 \| 提交时间：2019/12/13 Retina Training Lesions Feature extraction Diseases Distortion Image segmentation Optical coherence tomography (OCT) convolutional neural network (CNN) OCT classification
	Density Peak-Based Noisy Label Detection for Hyperspectral Image Classification. 期刊论文 IEEE Transactions on Geoscience & Remote Sensing, 2019, 卷号: Vol.57 No.3, 页码: 1573-1584 作者: Tu, Bing; Zhang, Xiaofei; Kang, Xudong; Zhang, Guoyun; Li, Shutao 收藏 \| 浏览/下载：16/0 \| 提交时间：2019/12/13 Clustering algorithms Density peak (DP) clustering hyperspectral image (HSI) Hyperspectral imaging Labeling Noise measurement noisy label detection Support vector machines support vector machines (SVMs) Training
	Hyperspectral Image Classification With Squeeze Multibias Network 期刊论文 IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: Vol.57 No.3, 页码: 1291-1301 作者: Leyuan Fang; Guangyun Liu; Shutao Li; Pedram Ghamisi; Jón Atli Benediktsson 收藏 \| 浏览/下载：17/0 \| 提交时间：2019/12/13 Convolution Feature extraction Kernel Training Roads Hyperspectral imaging Convolutional neural network (CNN) hyperspectral image (HSI) classification multibias module (MBM) squeeze convolution module (SCM) squeeze multibias network (SMBN)
	Density Peak-Based Noisy Label Detection for Hyperspectral Image Classification 期刊论文 IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: Vol.57 No.3, 页码: 1573-1584 作者: Bing Tu; Xiaofei Zhang; Xudong Kang; Guoyun Zhang; Shutao Li 收藏 \| 浏览/下载：11/0 \| 提交时间：2019/12/13 Noise measurement Training Clustering algorithms Hyperspectral imaging Labeling Support vector machines Density peak (DP) clustering hyperspectral image (HSI) noisy label detection support vector machines (SVMs)
	Coherence-regularized discriminative dictionary learning for histopathological image classification 期刊论文 Signal, Image and Video Processing, 2019, 卷号: Vol.13 No.5, 页码: 923-931 作者: Hongzhong Tang; Xiao Li; Xiaogang Zhang; Dongbo Zhang; Lizhen Mao 收藏 \| 浏览/下载：5/0 \| 提交时间：2019/12/13 Discriminative dictionary learning Self-coherence within intra-class dictionary Mutual coherence between inter-class dictionaries Histopathological image classification

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