Non-Uniformity Correction Algorithms are essential in enhancing the Quality of images captured by thermal and Infrared Sensors by compensating for Pixel-to-pixel response variations. These algorithms improve the accuracy and Reliability of imaging systems, making them crucial for applications in surveillance, medical imaging, and remote sensing.