New algorithm reduces image noise, enhances object structure with edge detection.
Edge detection is crucial in identifying object features in images. A new approach using the Canny Edge Detector algorithm on small image sub-blocks instead of the entire image has been developed. This method helps reduce noise caused by factors like lighting variations and sensor defects, leading to more accurate edge detection. The performance of this new algorithm has been tested and compared with the traditional Canny edge detection algorithm.