dynamatte

Dynamatte: A dynamic matting method to generate in scene video fusion

Baselines:

• Validate dataset to be used in initial work

Extraction

• Extract out omnimattes
• Omnimatte extraction for custom videos
• Extraction differences from layered neural atlases

Blending

• Existing omnimatte data for testing
• Utilize results from extraction
• Lazy "cut and paste" of extract omnimattes
• Poisson image blending
• Blending from background matting paper
• STRETCH: Use GP-GAN for blending

*Richa +Achleschwar $Chris

Pulling down the repo with omnimatte

git pull --recurse-submodules
git submodule update --init --recursive --remote

Running Video Preprocessing

python video_preprocessing/process_video.py -v video_preprocessing/sailboats.mp4 -o datasets/sailboat

Visualization of Homography

python video_processing/visualize_homography -v datasets/tennis/rgb -hf datasets/tennis/homographies.txt