Adaptive thresholding is a fundamental technique in image manipulation that plays a crucial role in segmenting objects within images. It involves adjusting the threshold value dynamically based on local luminance variations. This dynamic adaptation allows for more accurate detection of objects with {varying{ illumination levels, contrast, and textu