Advanced search
Publication Cover
International Journal of Remote Sensing Volume 38, 2017 - Issue 20
Submit an article Journal homepage
330
Views
18
CrossRef citations to date
0
Altmetric
Articles

Hyperspectral image classification based on morphological profiles and decision fusion

Brajesh KumarDepartment of Civil Engineering, Indian Institute of Technology Kanpur, Kanpur, IndiaCorrespondence[email protected]
&
Onkar DikshitDepartment of Civil Engineering, Indian Institute of Technology Kanpur, Kanpur, India
Pages 5830-5854 | Received 19 May 2016, Accepted 19 Jun 2017, Published online: 05 Jul 2017

Citations (18)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (6)

Linfeng Wu & Huajun Wang. (2023) Global and pyramid convolutional neural network with hybrid attention mechanism for hyperspectral image classification. Geocarto International 38:1.
Read now
Obeid Sharifi, Mehdi Mokhtarzadeh & Behnam Asghari Beirami. (2022) A new deep learning approach for classification of hyperspectral images: feature and decision level fusion of spectral and spatial features in multiscale CNN. Geocarto International 37:14, pages 4208-4233.
Read now
Behnam Asghari Beirami & Mehdi Mokhtarzade. (2022) Spatial-spectral classification of hyperspectral images based on multiple fractal-based features. Geocarto International 37:1, pages 231-245.
Read now
Md. Palash Uddin, Md. Al Mamun, Masud Ibn Afjal & Md. Ali Hossain. (2021) Information-theoretic feature selection with segmentation-based folded principal component analysis (PCA) for hyperspectral image classification. International Journal of Remote Sensing 42:1, pages 286-321.
Read now
Brajesh Kumar, Onkar Dikshit, Ashwani Gupta & Manoj Kumar Singh. (2020) Feature extraction for hyperspectral image classification: a review. International Journal of Remote Sensing 41:16, pages 6248-6287.
Read now
Shrutika S. Sawant & Prabukumar Manoharan. (2019) New framework for hyperspectral band selection using modified wind-driven optimization algorithm. International Journal of Remote Sensing 40:20, pages 7852-7873.
Read now

Articles from other publishers (12)

Spiros Papadopoulos, Georgia Koukiou & Vassilis Anastassopoulos. (2024) Decision Fusion at Pixel Level of Multi-Band Data for Land Cover Classification—A Review. Journal of Imaging 10:1, pages 15.
Crossref
Pankaj, Brajesh Kumar, P. K. Bharti, Vibhor Kumar Vishnoi, Krishan Kumar, Shashank Mohan & Krishan Pal Singh. (2023) Paddy yield prediction based on 2D images of rice panicles using regression techniques. The Visual Computer.
Crossref
Reaya Grewal, Singara Singh Kasana & Geeta Kasana. (2022) Hyperspectral image segmentation: a comprehensive survey. Multimedia Tools and Applications 82:14, pages 20819-20872.
Crossref
Erlei Zhang, Jiayi Zhang, Jiaxin Bai, Jiarong Bian, Shaoyi Fang, Tao Zhan & Mingchen Feng. (2023) Attention-Embedded Triple-Fusion Branch CNN for Hyperspectral Image Classification. Remote Sensing 15:8, pages 2150.
Crossref
Manoj Kumar Singh, Shashank Mohan & Brajesh Kumar. (2022) Fusion of hyperspectral and LiDAR data using sparse stacked autoencoder for land cover classification with 3D-2D convolutional neural network. Journal of Applied Remote Sensing 16:03.
Crossref
Xuefei Li, Baodi Liu, Kai Zhang, Honglong Chen, Weijia Cao, Weifeng Liu & Dapeng Tao. (2022) Multi-view learning for hyperspectral image classification: An overview. Neurocomputing 500, pages 499-517.
Crossref
Jiansi Ren, Ruoxiang Wang, Gang Liu, Yuanni Wang & Wei Wu. (2020) An SVM-Based Nested Sliding Window Approach for Spectral–Spatial Classification of Hyperspectral Images. Remote Sensing 13:1, pages 114.
Crossref
Fengshuang Liu & Qiang Wang. (2020) A sparse tensor-based classification method of hyperspectral image. Signal Processing 168, pages 107361.
Crossref
Asma FEJJARI, Karim SAHEB ETTABAA & Ouajdi KORBAA. (2020) Hyperspectral Feature Extraction by Tensor Modeling and Intrinsic Decomposition. Procedia Computer Science 176, pages 561-571.
Crossref
Manoharan Prabukumar & Sawant Shrutika. (2018) Band clustering using expectation–maximization algorithm and weighted average fusion-based feature extraction for hyperspectral image classification. Journal of Applied Remote Sensing 12:04, pages 1.
Crossref
Manoharan Prabukumar, Shrutika Sawant, Sathishkumar Samiappan & Loganathan Agilandeeswari. (2018) Three-dimensional discrete cosine transform-based feature extraction for hyperspectral image classification. Journal of Applied Remote Sensing 12:04, pages 1.
Crossref
Mohammad Ghassemi, Hassan Ghassemian & Maryam Imani. (2018) Deep Belief Networks for Feature Fusion in Hyperspectral Image Classification. Deep Belief Networks for Feature Fusion in Hyperspectral Image Classification.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.