Deep, Convergent, Unrolled Half-Quadratic Splitting for Image Deconvolution

Computer Science

• Iterative Algorithm 100%
• Convergence Property 50%
• Inverse Problem 50%
• Neural Network 50%
• Parametrization 50%
• Training Data 50%
• Network Design 50%
• Fixed Points 50%
• Convergence Rate 50%
• Layer Approach 50%
• Traditional Model 50%

Keyphrases

• Half-quadratic Splitting 100%
• Unrolled Networks 50%
• Unrolling Technique 25%
• Parametrization Schemes 25%
• Algorithm Unrolling 25%
• Interpretable Neural Networks 25%