Version: Next

Part 3: Algorithm Implementations

GPU implementations of image-processing algorithms for Img2Num, including RGB-to-CIELAB conversion, bilateral filtering, and K-Means clustering.

📄️Bilateral Filter

Learn about GPU-accelerated Bilateral Filtering, an edge-preserving blur used in image processing.

GPU implementation of K-Means clustering with optimized workgroup shared memory to avoid atomic contention.

Learn about RGB to CIELAB conversion for perceptually uniform color processing, critical for Bilateral Filtering and K-Means.