Pruning filters with L1-norm and standard deviation for CNN compression.
Xinlu SunDianle ZhouXiaotian PanZhiwei ZhongFei WangPublished in: ICMV (2018)
Keyphrases
- standard deviation
- impulse response
- compression algorithm
- image compression
- cellular neural networks
- data compression
- wavelet filters
- compression ratio
- normal distribution
- correlation coefficient
- confidence level
- root mean square error
- edge detection
- search space
- estimation error
- objective function
- convolutional neural network
- gabor filters
- lossless compression
- pattern recognition
- image processing
- feature selection