Search Results - "Tensor sparse coding"

Nonlocal Patch Tensor Sparse Representation for Hyperspectral Image Super-Resolution by Yang Xu, Zebin Wu, Chanussot, Jocelyn, Zhihui Wei

“…This paper presents a hypserspectral image (HSI) super-resolution method, which fuses a low-resolution HSI (LR-HSI) with a high-resolution multispectral image…”
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Kernel Tensor Sparse Coding Model for Precise Crop Classification of UAV Hyperspectral Image by Yang, Lixia, Zhang, Rui, Bao, Yajun, Yang, Shuyuan, Jiao, Licheng

“…In this letter, a kernel tensor sparse coding model (KTSCM) is proposed for precise crop classification of unmanned aerial vehicle (UAV) hyperspectral image…”
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Hybrid Probabilistic Sparse Coding With Spatial Neighbor Tensor for Hyperspectral Imagery Classification by Yang, Lixia, Wang, Min, Yang, Shuyuan, Zhao, Hui, Jiao, Licheng, Feng, Xiangchu

“…Under the umbrella of tensor algebra, this paper proposes a new sparse-coding-based classifier (SCC) for hyperspectral imagery classification (HIC). By…”
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3-D Seismic Noise Attenuation via Tensor Sparse Coding With Spatially Adaptive Coherence Constraint by He, Xin, Qian, Feng, Fan, Yuqi, Feng, Lingtian, Hu, Guangmin

“…Tensor sparse coding (TSC) is a method used to excavate 3D volume structures extended by sparse coding (SC), which is increasingly applied in data noise…”
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Superpixel Tensor Sparse Coding for Structural Hyperspectral Image Classification by Feng, Zhixi, Wang, Min, Yang, Shuyuan, Liu, Zhi, Liu, Linzan, Wu, Bin, Li, Hong

“…In this paper, a superpixel tensor sparse coding (STSC) based hyperspectral image classification (HIC) method is proposed, by exploring the high-order…”
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Tensor Super-resolution for Seismic Data by Liao, Songjie, Liu, Xiao-Yang, Qian, Feng, Yin, Miao, Hu, Guang-Min

“…In this paper, we propose a novel method for generating high-granularity three-dimensional (3D) seismic data from low-granularity data based on tensor sparse…”
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