DCNR: deep cube CNN with random forest for hyperspectral image classification

Tao Li; Jiabing Leng; Lingyan Kong; Song Guo; Gang Bai; Kai Wang

doi:10.1007/s11042-018-5986-5

DCNR: deep cube CNN with random forest for hyperspectral image classification

Multimedia Tools and Applications ◽

10.1007/s11042-018-5986-5 ◽

2018 ◽

Vol 78 (3) ◽

pp. 3411-3433 ◽

Cited By ~ 5

Author(s):

Tao Li ◽

Jiabing Leng ◽

Lingyan Kong ◽

Song Guo ◽

Gang Bai ◽

...

Keyword(s):

Random Forest ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Evaluation of Hyperspectral Image Classification Using Random Forest and Fukunaga-Koontz Transform

Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/978-3-642-39712-7_18 ◽

2013 ◽

pp. 234-245 ◽

Cited By ~ 1

Author(s):

Semih Dinç ◽

Ramazan Savas Aygün

Keyword(s):

Random Forest ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Exponential Weighted Random Forest for Hyperspectral Image Classification

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2019.8897862 ◽

2019 ◽

Author(s):

Vikas Jain ◽

Ashish Phophalia

Keyword(s):

Random Forest ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Hyperspectral Image Classification Using Random Forest and Deep Learning Algorithms

2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS) ◽

10.1109/lagirs48042.2020.9165588 ◽

2020 ◽

Author(s):

J. V. Rissati ◽

P. C. Molina ◽

C. S. Anjos

Keyword(s):

Deep Learning ◽

Random Forest ◽

Image Classification ◽

Hyperspectral Image ◽

Learning Algorithms ◽

Hyperspectral Image Classification

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Random Forest Ensembles and Extended Multiextinction Profiles for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2017.2744662 ◽

2018 ◽

Vol 56 (1) ◽

pp. 202-216 ◽

Cited By ~ 43

Author(s):

Junshi Xia ◽

Pedram Ghamisi ◽

Naoto Yokoya ◽

Akira Iwasaki

Keyword(s):

Random Forest ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Hyperspectral Image Classification With Rotation Random Forest Via KPCA

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2016.2636877 ◽

2017 ◽

Vol 10 (4) ◽

pp. 1601-1609 ◽

Cited By ~ 37

Author(s):

Junshi Xia ◽

Nicola Falco ◽

Jon Atli Benediktsson ◽

Peijun Du ◽

Jocelyn Chanussot

Keyword(s):

Random Forest ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Hyperspectral Image Classification Using Semi-supervised Random Forest

Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB) - Lecture Notes in Computational Vision and Biomechanics ◽

10.1007/978-3-030-00665-5_102 ◽

2019 ◽

pp. 1067-1075 ◽

Cited By ~ 1

Author(s):

Sunit Kumar Adhikary ◽

Sourish Gunesh Dhekane

Keyword(s):

Random Forest ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Class-Specific Random Forest With Cross-Correlation Constraints for Spectral–Spatial Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2016.2637561 ◽

2017 ◽

Vol 14 (2) ◽

pp. 257-261 ◽

Cited By ~ 17

Author(s):

Zhi Liu ◽

Bo Tang ◽

Xiaofu He ◽

Qingchen Qiu ◽

Feng Liu

Keyword(s):

Random Forest ◽

Image Classification ◽

Cross Correlation ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Cascaded Random Forest for Hyperspectral Image Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2018.2809781 ◽

2018 ◽

Vol 11 (4) ◽

pp. 1082-1094 ◽

Cited By ~ 16

Author(s):

Youqiang Zhang ◽

Guo Cao ◽

Xuesong Li ◽

Bisheng Wang

Keyword(s):

Random Forest ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Hyperspectral Image Classification using Minimum Noise Fraction and Random Forest

2020 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE) ◽

10.1109/wiecon-ece52138.2020.9397972 ◽

2020 ◽

Author(s):

Kanti Mahanti Sai Kishore ◽

Manoj Kumar Behera ◽

S. Chakravarty ◽

Satyabrata Dash

Keyword(s):

Random Forest ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Minimum Noise Fraction ◽

Noise Fraction ◽

Minimum Noise

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The airborne hyperspectral image classification based on the random forest algorithm

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

10.1109/igarss.2016.7729589 ◽

2016 ◽

Cited By ~ 2

Author(s):

Shumin Wang ◽

Aixia Dou ◽

Xiaoxiang Yuan ◽

Xuehua Zhang

Keyword(s):

Random Forest ◽

Image Classification ◽

Hyperspectral Image ◽

Random Forest Algorithm ◽

Hyperspectral Image Classification

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