Comprehensive Complexity Assessment of Emerging Learned Image Compression on CPU and GPU.
Farhad PakdamanMoncef GabboujPublished in: ICASSP (2023)
Keyphrases
- image compression
- gpu implementation
- graphics processing units
- wavelet transform
- graphics processors
- computational complexity
- graphics hardware
- real time
- vector quantization
- low bit rate
- parallel implementation
- compression ratio
- space complexity
- subband
- compressed images
- heterogeneous computing
- compression scheme
- discrete cosine transform
- worst case
- computational cost
- video sequences
- data mining