CenterNet

Center-based keypoint detection using corners as proposals

Overview

• Focus on the center of the object to infer its class
• Use corners as proposals, center to verify class and filter outliers
• Anchor-free: detects object centers as keypoints

Center Pooling Module

• Extracts richer interior visual patterns for better center keypoint detection
• Cascade Top Corner Pooling Module refines corner predictions using center information