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

LORD Sensing Systems - Inertial Sensing Products

LORD Sensing Systems - Inertial Sensing Products

The C-series high performing inertial sensor package provides an OEM form-factor that is optimized for size and weight in Off Highway, Unmanned Ground Vehicles/Mobile Robots and Unmanned Aerial Systems. It's compact and low-profile anodized aluminum housing can be connected directly to a printed circuit board using a UART header or a Samtec FFSD ribbon cable and 2-56 fasteners.