Neural Polynomial Gabor Fields for Macro Motion Analysis
ICLR 2024 Submission - Additional Results

Motion Analysis

Jelly

Input Video
Subband Discovered
Phase Reconstructed

Bouncing

Input Video
Subband Discovered
Phase Reconstructed

Collision (Note that our reconstructed phase aligns with groundtruth motion, although both are unnormalized in magnitude)

Input Video
Ground Truth Motion
Phase Reconstructed

Ball3 (Note that our reconstructed phase aligns with groundtruth motion, although both are unnormalized in magnitude)

Input Video
Ground Truth Motion
Phase Reconstructed

Projectile (Note that our reconstructed phase aligns with groundtruth motion, although both are unnormalized in magnitude)

Input Video
Ground Truth Motion
Phase Reconstructed

Damping (Note that our reconstructed phase aligns with groundtruth motion, although both are unnormalized in magnitude)

Input Video
Ground Truth Motion
Phase Reconstructed

Motion Manipulation

Input Video
Motion Smoothing
Input Video
Motion Intensity Adjustment
Input Video
Motion Separation and Adjustment

Failure Cases

Input Video
Subband
Phase
Input Video
Subband
Phase