Comprehensive Complexity Assessment of Emerging Learned Image Compression on CPU and GPU.

Farhad Pakdaman Moncef Gabbouj

Published 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