A new method for spatial resolution enhancement of hyperspectral images using sparse coding and linear spectral unmixing

Mapping Intimacies ◽

10.1117/12.2194315 ◽

2015 ◽

Author(s):

Nezhad Z. Hashemi ◽

A. Karami

Keyword(s):

Spatial Resolution ◽

Sparse Coding ◽

Resolution Enhancement ◽

Spectral Unmixing ◽

Hyperspectral Images ◽

New Method ◽

Linear Spectral Unmixing

Download Full-text

Spatial Resolution Enhancement of Hyperspectral Images Using Spectral Unmixing and Bayesian Sparse Representation

Remote Sensing ◽

10.3390/rs9060541 ◽

2017 ◽

Vol 9 (6) ◽

pp. 541 ◽

Cited By ~ 20

Author(s):

Elham Ghasrodashti ◽

Azam Karami ◽

Rob Heylen ◽

Paul Scheunders

Keyword(s):

Sparse Representation ◽

Spatial Resolution ◽

Resolution Enhancement ◽

Spectral Unmixing ◽

Hyperspectral Images

Download Full-text

Spatial resolution enhancement of hyperspectral images based on redundant dictionaries

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.9.097492 ◽

2015 ◽

Vol 9 (1) ◽

pp. 097492

Author(s):

Suyu Wang ◽

Bo Wang ◽

Zongxiang Zhang

Keyword(s):

Spatial Resolution ◽

Resolution Enhancement ◽

Hyperspectral Images ◽

Redundant Dictionaries

Download Full-text

Joint Processing of Spatial Resolution Enhancement and Spectral Unmixing for Hyperspectral Image

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2021.3118804 ◽

2021 ◽

pp. 1-1

Author(s):

Chen Yi ◽

Ying Liu ◽

Ling Zheng ◽

Yuquan Gan

Keyword(s):

Spatial Resolution ◽

Hyperspectral Image ◽

Resolution Enhancement ◽

Spectral Unmixing ◽

Joint Processing

Download Full-text

A Hardware Accelerator for Onboard Spatial Resolution Enhancement of Hyperspectral Images

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2020.3009019 ◽

2020 ◽

pp. 1-5

Author(s):

Felipe Viel ◽

Wemerson Delcio Parreira ◽

Altamiro Amadeu Susin ◽

Cesar Albenes Zeferino

Keyword(s):

Spatial Resolution ◽

Resolution Enhancement ◽

Hyperspectral Images ◽

Hardware Accelerator

Download Full-text

Spatial Resolution Enhancement of Remote Sensing Hyperspectral Images With Localized Spatial-Spectral Dictionary Pair

IEEE Access ◽

10.1109/access.2020.2981690 ◽

2020 ◽

Vol 8 ◽

pp. 61051-61069

Author(s):

Yifan Zhang ◽

Jin Tian ◽

Tuo Zhao ◽

Shaohui Mei

Keyword(s):

Remote Sensing ◽

Spatial Resolution ◽

Resolution Enhancement ◽

Hyperspectral Images

Download Full-text

Vegetation suppression for unveiling of surface lithology from Hyperspectral images using linear spectral unmixing approach

2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2016.7730837 ◽

2016 ◽

Author(s):

M.K. Pal ◽

A. Porwal

Keyword(s):

Spectral Unmixing ◽

Hyperspectral Images ◽

Linear Spectral Unmixing

Download Full-text

Orthogonal design based genetic algorithm for spatial resolution enhancement of hyperspectral images

2015 23nd Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2015.7130376 ◽

2015 ◽

Author(s):

Davut Cesmeci ◽

M. Kemal Gullu

Keyword(s):

Genetic Algorithm ◽

Spatial Resolution ◽

Orthogonal Design ◽

Resolution Enhancement ◽

Hyperspectral Images

Download Full-text

Application of spatial resolution enhancement and spectral mixture analysis to hyperspectral images

10.1117/12.257182 ◽

1996 ◽

Cited By ~ 9

Author(s):

Harry N. Gross ◽

John R. Schott

Keyword(s):

Spatial Resolution ◽

Resolution Enhancement ◽

Hyperspectral Images ◽

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Spectral Mixture

Download Full-text

Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2010.2096798 ◽

2011 ◽

Vol 5 (3) ◽

pp. 521-533 ◽

Cited By ~ 106

Author(s):

Alberto Villa ◽

Jocelyn Chanussot ◽

Jón Atli Benediktsson ◽

Christian Jutten

Keyword(s):

Spatial Resolution ◽

Spectral Unmixing ◽

Hyperspectral Images

Download Full-text

Spatial resolution enhancement of hyperspectral image by negative abundance oriented spectral unmixing

2016 International Conference on Communication Systems and Networks (ComNet) ◽

10.1109/csn.2016.7824004 ◽

2016 ◽

Author(s):

S A Gayathri ◽

R J Renjith

Keyword(s):

Spatial Resolution ◽

Hyperspectral Image ◽

Resolution Enhancement ◽

Spectral Unmixing

Download Full-text