Wavelet Feature Maps Compression for Image-to-Image CNNs

Keyphrases

• Convolutional Neural Network 100%
• High-resolution 100%
• Wavelet 100%
• Image-to-image 100%
• Activation Map 100%
• Wavelet Features 100%
• Feature Map Compression 100%
• Computational Cost 50%
• Hardware Efficiency 50%
• Performance Degradation 50%
• Computational Resources 50%
• Depth Estimation 50%
• Compression Rate 50%
• Graceful Degradation 50%
• Image Compression 50%
• Semantic Segmentation 50%
• Modern Architecture 50%
• Pointwise Convolution 50%
• Haar Wavelet Transform 50%
• Light-front Quantization 50%
• 4-bit 50%
• Activation Quantization 50%
• Map Compression 50%
• Semantic Depth 50%

Computer Science

• Convolutional Neural Network 100%
• Feature Map 100%
• Convolution 100%
• Performance Degradation 25%
• Image Segmentation 25%
• Computational Resource 25%
• Computational Cost 25%
• Depth Estimation 25%
• Graceful Degradation 25%
• Wavelet Transforms 25%
• Compression Rate 25%
• Image Compression 25%