https://github.com/rosnavigator/parallelkmeansimagecompressor
Parallel KMeans-based image quantization compressor that reduces the number of colors in an image while preserving visual quality. It uses KMeans clustering for color quantization and supports sequential, OpenMP, MPI, and CUDA implementations for performance and scalability. PoliMi - Advanced Methods for Scientific Computing (2023-2024)
https://github.com/rosnavigator/parallelkmeansimagecompressor
boost clustering colors compression cuda image-quantization kmeans kmeans-clustering lossy-compression mpi odette opencv openmp parallel-computing parallel-programming performance polimi scalability sl-train
Last synced: about 2 months ago
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Parallel KMeans-based image quantization compressor that reduces the number of colors in an image while preserving visual quality. It uses KMeans clustering for color quantization and supports sequential, OpenMP, MPI, and CUDA implementations for performance and scalability. PoliMi - Advanced Methods for Scientific Computing (2023-2024)
- Host: GitHub
- URL: https://github.com/rosnavigator/parallelkmeansimagecompressor
- Owner: RosNaviGator
- Created: 2025-03-02T17:03:49.000Z (2 months ago)
- Default Branch: main
- Last Pushed: 2025-03-21T22:59:27.000Z (about 2 months ago)
- Last Synced: 2025-03-21T23:30:07.034Z (about 2 months ago)
- Topics: boost, clustering, colors, compression, cuda, image-quantization, kmeans, kmeans-clustering, lossy-compression, mpi, odette, opencv, openmp, parallel-computing, parallel-programming, performance, polimi, scalability, sl-train
- Language: C++
- Homepage: https://rosnavigator.github.io/ParallelKMeansImageCompressor/
- Size: 47.5 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0