Hierarchical Video Generation from Orthogonal
Information: Optical Flow and Texture
(supplemental material)

This page presents animated gifs introduced in our paper.
Although the original size of all videos are 64 $\times$ 64, we enlarge them in this paper for better visibility.

Experiments

TextureGAN: Video Generation Results from Ground Truth Optical Flow and $z_{tex}$

Penn ActionSURREAL
GT optical flowGenerated videosGT videosGT optical flowGenerated videosGT videos
TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1
TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1
TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1

FTGAN: Video Generation Results from $z_{flow}$ and $z_{tex}$

Penn ActionSURREAL
Generated optical flowGenerated videosGenerated optical flowGenerated videos
TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1
TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1
TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1 TexGAN_results3_penn1

Qualitative Comparison to Previous Study: Visualized Results

(1) Videos in Figure5.

Penn ActionSURREAL
VGAN
TexGAN_results3_penn1 TexGAN_results3_penn1
TextureGAN (ours)
TexGAN_results3_penn1 TexGAN_results3_penn1
FTGAN (ours)
TexGAN_results3_penn1 TexGAN_results3_penn1

(2) Additional videos randomly sampled from generated results.

Penn ActionSURREAL
VGAN
TexGAN_results3_penn1 TexGAN_results3_penn1
TextureGAN (ours)
TexGAN_results3_penn1 TexGAN_results3_penn1
FTGAN (ours)
TexGAN_results3_penn1 TexGAN_results3_penn1