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In this research work, thermal image processing is used to analyze the images in order to use this information for condition monitoring, fault diagnosis and solar PV module temperature measurement. Every image segmentation method does not give accurate results in case of infrared images due to over-centralization of intensity distribution. Various image segmentation techniques are explored to find the most suitable techniques for infrared images.