Text2LIVE: Text-Driven Layered Image and Video Editing

• Published in: Computer Vision - ECCV 2022 Vol. 13675; pp. 707 - 723
• Main Authors: Bar-Tal, Omer, Ofri-Amar, Dolev, Fridman, Rafail, Kasten, Yoni, Dekel, Tali
• Format: Book Chapter
• Language: English
• Published: Switzerland Springer 2022; Springer Nature Switzerland
• Series: Lecture Notes in Computer Science
• Subjects: CLIP; Text-guided image and video editing

We present a method for zero-shot, text-driven editing of natural images and videos. Given an image or a video and a text prompt, our goal is to edit the appearance of existing objects (e.g., texture) or augment the scene with visual effects (e.g., smoke, fire) in a semantic manner. We train a gener...