Artistic Style Transfer for Videos

From Manuel Ruder, Alexey Dosovitskiy, Thomas Brox of the University of Freiburg:

In the past, manually re-drawing an image in a certain artistic style required a professional artist and a long time. Doing this for a video sequence single-handed was beyond imagination. Nowadays computers provide new possibilities. We present an approach that transfers the style from one image (for example, a painting) to a whole video sequence. We make use of recent advances in style transfer in still images and propose new initializations and loss functions applicable to videos. This allows us to generate consistent and stable stylized video sequences, even in cases with large motion and strong occlusion. We show that the proposed method clearly outperforms simpler baselines both qualitatively and quantitatively... (pdf paper)

 

Comments (0)

This post does not have any comments. Be the first to leave a comment below.


Post A Comment

You must be logged in before you can post a comment. Login now.

Featured Product

 Goudsmit Magnetics – Magnetic robot grippers for automated processes

Goudsmit Magnetics - Magnetic robot grippers for automated processes

Magnetic robot end-of-arm tooling are suitable for the automated pick-up and positioning of steel or other ferromagnetic objects. They can be switched on and off and have a threaded mounting hole for robots. Magnetic grippers are an efficient alternative for traditional robot grippers. Application in automated production lines and for robots and pick-and-place systems. Magnetic product handling reduces the duration and number of operations. Goudsmit Magnetics is driven by magnetism since 1959. See how it works: https://youtu.be/hcXJ98mXHZE