Hyperspectral Image Classification Using a Hybrid 3D-2D Convolutional Neural Networks

by Saeed Ghaderizadeh, Dariush Abbasi-Moghadam, Alireza Sharifi, Na Zhao, Aqil Tariq
Published 2021-01-01

Fully Dense Multiscale Fusion Network for Hyperspectral Image Classification

by Zhe Meng, Lingling Li, Licheng Jiao, Zhixi Feng, Xu Tang, Miaomiao Liang
Published 2019-11-01

A Graph Regularized Multilinear Mixing Model for Nonlinear Hyperspectral Unmixing

by Minglei Li, Fei Zhu, Alan J.X. Guo, Jie Chen
Published 2019-09-01

Hyperspectral Image Super-Resolution by Deep Spatial-Spectral Exploitation

by Jing Hu, Minghua Zhao, Yunsong Li
Published 2019-05-01

Hierarchical Multi-Scale Convolutional Neural Networks for Hyperspectral Image Classification

by Simin Li, Xueyu Zhu, Jie Bao
Published 2019-04-01

Locally Weighted Discriminant Analysis for Hyperspectral Image Classification

by Xiaoyan Li, Lefei Zhang, Jane You
Published 2019-01-01

Hyperspectral Image Denoising Based on Non-local Similarity and Weighted-truncated NuclearNorm

by ZHENG Jian-wei, HUANG Juan-juan, QIN Meng-jie, XU Hong-hui, LIU Zhi
Published 2021-09-01

Unsupervised Hyperspectral Image Change Detection via Deep Learning Self-Generated Credible Labels

by Qiuxia Li, Hang Gong, Haishan Dai, Chunlai Li, Zhiping He, Wenjing Wang, Yusen Feng, Feng Han, Abudusalamu Tuniyazi, Haoyang Li, Tingkui Mu
Published 2021-01-01

Pairwise Elastic Net Representation-Based Classification for Hyperspectral Image Classification

by Hao Li, Yuanshu Zhang, Yong Ma, Xiaoguang Mei, Shan Zeng, Yaqin Li
Published 2021-07-01

Adaptive Nonnegative Sparse Representation for Hyperspectral Image Super-Resolution

by Xuesong Li, Youqiang Zhang, Zixian Ge, Guo Cao, Hao Shi, Peng Fu
Published 2021-01-01

Multiple Clustering Guided Nonnegative Matrix Factorization for Hyperspectral Unmixing

by Wenhong Wang, Yuntao Qian, Hongfu Liu
Published 2020-01-01

Robust Capsule Network Based on Maximum Correntropy Criterion for Hyperspectral Image Classification

by Heng-Chao Li, Wei-Ye Wang, Lei Pan, Wei Li, Qian Du, Ran Tao
Published 2020-01-01

Hierarchical Structure-Based Noisy Labels Detection for Hyperspectral Image Classification

by Bing Tu, Chengle Zhou, Xiaolong Liao, Zhi Xu, Yishu Peng, Xianfeng Ou
Published 2020-01-01

A Novel Hyperspectral Image Clustering Method With Context-Aware Unsupervised Discriminative Extreme Learning Machine

by Jinhuan Xu, Heng Li, Pengfei Liu, Liang Xiao
Published 2018-01-01

A Self-Improving Framework for Joint Depth Estimation and Underwater Target Detection from Hyperspectral Imagery

by Jiahao Qi, Pengcheng Wan, Zhiqiang Gong, Wei Xue, Aihuan Yao, Xingyue Liu, Ping Zhong
Published 2021-04-01

Dual Graph U-Nets for Hyperspectral Image Classification

by Fangming Guo, Zhongwei Li, Ziqi Xin, Xue Zhu, Leiquan Wang, Jie Zhang
Published 2021-01-01

Segment-Based Clustering of Hyperspectral Images Using Tree-Based Data Partitioning Structures

by Mohamed Ismail, Milica Orlandić
Published 2020-12-01

Multiscale Union Regions Adaptive Sparse Representation for Hyperspectral Image Classification

by Fei Tong, Hengjian Tong, Junjun Jiang, Yun Zhang
Published 2017-08-01

Domain Transfer Learning for Hyperspectral Image Super-Resolution

by Xiaoyan Li, Lefei Zhang, Jane You
Published 2019-03-01

Hyperspectral Image Classification Based on Two-Stage Subspace Projection

by Xiaoyan Li, Lefei Zhang, Jane You
Published 2018-09-01