Shankar P. Bhattacharyya

PIDNet: A Real-Time Semantic Segmentation Network Inspired by PID Controllers

Two-branch network architecture has shown its efficiency and effectiveness in real-time semantic segmentation tasks. However, direct fusion of high-resolution details and low-frequency context has the drawback of detailed features being easily overwhelmed by surrounding contextual information. This…