Roman Sizyakin

Publications

• Virtual restoration of paintings based on deep learning
• Virtual restoration of paintings using adaptive adversarial neural network
• Automated visual inspection of fabric image using deep learning approach for defect detection
• A deep learning approach to crack detection on road surfaces
• A deep learning-based approach for defect detection and removing on archival photos
• A two-stream neural network architecture for the detection and analysis of cracks in panel paintings
• Automated visual inspection algorithm for the reflection detection and removing in image sequences
• CRACK DETECTION IN PAINTINGS USING CONVOLUTIONAL NEURAL NETWORKS
• Automatic detection of welding defects using the convolutional neural network
• A deep learning approach to crack detection in panel paintings