An improved composite kernel framework for hyperspectral image classification using canonical correlation analysis

Canonical Correlation ◽

Hyperspectral Image ◽

Cross-Domain Collaborative Learning via Cluster Canonical Correlation Analysis and Random Walker for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2018.2889195 ◽

2019 ◽

Vol 57 (6) ◽

pp. 3952-3966 ◽

Cited By ~ 9

Author(s):

Yao Qin ◽

Lorenzo Bruzzone ◽

Biao Li ◽

Yuanxin Ye

Keyword(s):

Collaborative Learning ◽

Correlation Analysis ◽

Image Classification ◽

Canonical Correlation ◽

Hyperspectral Image ◽

Random Walker ◽

Cross Domain

Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions 2019 ◽

Deep canonical correlation analysis for hyperspectral image classification

10.1117/12.2532467 ◽

2019 ◽

Author(s):

Kemal Gürkan Toker ◽

Seniha Esen Yüksel

Keyword(s):

Correlation Analysis ◽

Image Classification ◽

Hyperspectral Image Classification

Canonical Correlation ◽

Hyperspectral Image ◽

Robust deflated canonical correlation analysis via feature factoring for multi-view image classification

Multimedia Tools and Applications ◽

10.1007/s11042-021-10736-z ◽

2021 ◽

Author(s):

Kai-fa Hui ◽

Ernest Domanaanmwi Ganaa ◽

Yong-zhao Zhan ◽

Xiang-jun Shen

Keyword(s):

Correlation Analysis ◽

Image Classification ◽

Canonical Correlation

Texture Profiles and Composite Kernel Frame for Hyperspectral Image Classification

Advances in Brain Inspired Cognitive Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00563-4_31 ◽

2018 ◽

pp. 325-333

Author(s):

Cailing Wang ◽

Hongwei Wang ◽

Jinchang Ren ◽

Yinyong Zhang ◽

Jia Wen ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Discriminative canonical correlation analysis network for image classification

2017 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2017.8297131 ◽

2017 ◽

Cited By ~ 2

Author(s):

Bernardo B. Gatto ◽

Eulanda M. dos Santos

Keyword(s):

Correlation Analysis ◽

Image Classification ◽

Canonical Correlation

Integrating Spectral and Spatial features for Hyperspectral Image Classification with a Modified Composite Kernel Framework

PFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science ◽

10.1007/s41064-019-00080-1 ◽

2019 ◽

Vol 87 (5-6) ◽

pp. 275-296 ◽

Cited By ~ 1

Author(s):

Shashi Ranjan ◽

Jignesh N. Sarvaiya ◽

Jigisha N. Patel

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Spatial Features ◽

White Blood Cells Image Classification Using Deep Learning with Canonical Correlation Analysis

IRBM ◽

10.1016/j.irbm.2020.08.005 ◽

2020 ◽

Author(s):

A.M. Patil ◽

M.D. Patil ◽

G.K. Birajdar

Keyword(s):

Deep Learning ◽

Correlation Analysis ◽

Image Classification ◽

Blood Cells ◽

Canonical Correlation ◽

White Blood Cells

A Human-Centered Neural Network Model with Discriminative Locality Preserving Canonical Correlation Analysis for Image Classification

2018 25th IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2018.8451293 ◽

2018 ◽

Author(s):

Kazaha Horii ◽

Keisuke Maeda ◽

Takahiro Ogawa ◽

Miki Haseyama

Keyword(s):

Neural Network ◽

Correlation Analysis ◽

Image Classification ◽

Network Model ◽

Neural Network Model ◽

Canonical Correlation ◽

Locality Preserving

Multiple composite kernel learning for hyperspectral image classification

2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2017.8127430 ◽

2017 ◽

Cited By ~ 2

Author(s):

Peijun Du ◽

Junshi Xia ◽

Pedram Ghamisi ◽

Akira Iwasaki ◽

Jon Atli Benediktsson

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Kernel Learning ◽

Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification

Remote Sensing ◽

10.3390/rs9040337 ◽

2017 ◽

Vol 9 (4) ◽

pp. 337 ◽

Cited By ~ 12

Author(s):

Alim Samat ◽

Claudio Persello ◽

Paolo Gamba ◽

Sicong Liu ◽

Jilili Abuduwaili ◽

...

Keyword(s):

Remote Sensing ◽

Correlation Analysis ◽

Image Classification ◽

Remote Sensing Image Classification

Canonical Correlation ◽

Domain Adaptation ◽

Remote Sensing Image ◽