Handling non-linearity between classes using spectral and spatial information with kernel based modified possibilistic c-means classifier

Author:

Chhapariya Koushikey1,Kumar Anil1,Upadhyay Priyadarshi2

Affiliation:

1. Photogrammetry and Remote Sensing Department, Indian Institute of Remote Sensing, Indian Space Research Organisation, Department of Space, Government of India, Dehradun, India

2. Uttarakhand Space Application Centre, Department of Information & Science Technology, Government of Uttarakhand, Dehradun, India

Publisher

Informa UK Limited

Subject

Water Science and Technology,Geography, Planning and Development

Reference24 articles.

1. FCM: The fuzzy c-means clustering algorithm

2. Composite Kernels for Hyperspectral Image Classification

3. Chawla S. 2010. Possibilistic C-means - spatial contextual information based sub-pixel classification approach for multi-spectral data. The Netherlands: University of Twente, p. 1–89.

4. Gaussian Kernel Based Fuzzy C-Means Clustering Algorithm for Image Segmentation

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