Transform Quantization for CNN Compression.
Sean I. YoungZhe WangDavid TaubmanBernd GirodPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2022)
Keyphrases
- transform coding
- transform coefficients
- quantization noise
- image compression
- efficient compression
- cellular neural networks
- lossy image compression
- coding scheme
- image coding
- uniform quantization
- data compression
- compression scheme
- bit allocation
- wavelet filters
- transform domain
- coding gain
- quantization scheme
- peak signal to noise ratio
- compression algorithm
- scalar quantization
- reconstructed image
- huffman coding
- convolutional neural network
- vector quantization
- motion estimation
- adaptive quantization
- lookup table
- compressed data