The Idea – Adapt FCN to Video Segmentation
• Naïve Idea: segment video frames as still images
• Computation redundancy
• Ignoring the temporal continuity inherit
• Two Key observations:
• The speed of motion varies in video.
• Deeper layers in the feature hierarchy change more slowly.