Computer Science > Graphics
[Submitted on 3 Apr 2025
(v1)
, last revised 14 Jul 2025 (this version, v3)]
Title: MG-Gen: Single Image to Motion Graphics Generation
Title: MG-Gen：单张图像到动态图形生成
Abstract: We introduce MG-Gen, a framework that generates motion graphics directly from a single raster image. MG-Gen decompose a single raster image into layered structures represented as HTML, generate animation scripts for each layer, and then render them into a video. Experiments confirm MG-Gen generates dynamic motion graphics while preserving text readability and fidelity to the input conditions, whereas state-of-the-art image-to-video generation methods struggle with them. The code is available at https://github.com/CyberAgentAILab/MG-GEN.
Submission history
From: Takahiro Shirakawa [view email][v1] Thu, 3 Apr 2025 07:52:12 UTC (11,372 KB)
[v2] Fri, 4 Apr 2025 01:21:39 UTC (11,372 KB)
[v3] Mon, 14 Jul 2025 05:22:55 UTC (10,040 KB)
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