1. Land cover type recognition for satellite images using phog
Authors : Ashwitha A, Prashanth H L
Pages : 164-168
DOI : http://dx.doi.org/10.21172/1.73.023
Keywords : PHOG, HOG, K-means, Histogram, Canny. Abstract :Satellite images aid in showing what cannot be measured or seen. Defining and locating various types of society-land cover interactions for study may pose new challenges for social scientists. Here we proposed to use Pyramid Histogram of Oriented Gradients (PHOG) as the features extracted for land cover type recognition. Different objects features needs to be extracted on the satellite images using the PHOG. The features of the PHOG and using a publicly available dataset demonstrated that the PHOG with a significantly shorter vector length could achieve a high recognition rate. Furthermore, the features extracted from PHOG are clustered using the clustering algorithms and the training dataset is created to detect and recognize the objects in the satellite image.
Citing this Journal Article :Ashwitha A, Prashanth H L, "Land cover type recognition for satellite images using phog", Summer Special Issue - - June 2016, 164-168
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