Computation-Performance Optimization of Convolutional Neural Networks With Redundant Filter Removal.
Chih-Ting LiuTung-Wei LinYi-Heng WuYu-Sheng LinHeng LeeYu TsaoShao-Yi ChienPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2019)
Keyphrases
- convolutional neural networks
- neural network
- optimization problems
- efficient computation
- optimization algorithm
- combinatorial optimization
- image sharpening
- optimization method
- constrained optimization
- convolutional network
- discrete optimization
- preprocessing step
- coarse to fine
- face detection
- image restoration
- scale space
- multiscale