ViTeX-Bench: Benchmarking High-Fidelity Video Scene Text Editing
[Widzenie komputerowe] Autorzy: Xinghao Chen, Xiangbo Gao, Jiongze Yu i 2 więcej
Recent video generation is increasingly realistic and controllable, yet video editing remains less developed, particularly for precise local edits that must preserve the original scene dynamics. Video scene text editing replaces text on scene surfaces, such as storefront signs, whiteboards, and product labels, while preserving the surrounding content, motion, and camera dynamics. Although scene text editing is well studied for images, video scene text editing that achieves high visual quality, temporal consistency, and edit locality remains underexplored. Existing resources offer limited paired real-video data, and general video-editing metrics do not directly measure whether the requested text remains correct over time. We introduce ViTeX-Bench, a benchmark suite comprising ViTeX-Dataset and a three-axis evaluation protocol. The dataset contains 387 real-world 720p videos with text-reg…
- Kategoria arxiv
- cs.CV
- Kategoria
- Widzenie komputerowe