High-performance Canny edge detector with CPU and CUDA implementations. Loads PGM images, performs Gaussian smoothing, gradients, non-max suppression, and hysteresis. Benchmarks both paths, outputs ...

The Canny edge detector is an edge detection operator that uses a multi-stage algorithm to detect a wide range of edges in images. It was developed by John F. Canny in 1986. Canny also produced a ...

Canny edge detection algorithm Grayscale conversion from YUV format Image rotation handling for device orientation Optimized processing pipeline (Y channel only) ...

Recent advancements in autonomous systems have the potential to significantly improve the lives of humans, particularly those with multi-sensory impairments, such as visually challenged individuals.