Title: Human + AI for Accelerating Ad Localization Evaluation Show Chinese title

Title: 人类与人工智能加速广告本地化评估

Abstract: Adapting advertisements for multilingual audiences requires more than simple text translation; it demands preservation of visual consistency, spatial alignment, and stylistic integrity across diverse languages and formats. We introduce a structured framework that combines automated components with human oversight to address the complexities of advertisement localization. To the best of our knowledge, this is the first work to integrate scene text detection, inpainting, machine translation (MT), and text reimposition specifically for accelerating ad localization evaluation workflows. Qualitative results across six locales demonstrate that our approach produces semantically accurate and visually coherent localized advertisements, suitable for deployment in real-world workflows. Show Chinese abstract

Abstract: 为多语言受众定制广告不仅需要简单的文本翻译，还需要在不同语言和格式中保持视觉一致性、空间对齐和风格完整性。 我们引入了一个结构化框架，结合自动化组件和人工监督，以解决广告本地化中的复杂问题。 据我们所知，这是首次将场景文本检测、修补、机器翻译（MT）和文本重新放置整合起来，专门用于加速广告本地化评估工作流程。 在六个地区进行的定性结果表明，我们的方法生成的本地化广告在语义上准确且在视觉上连贯，适用于实际工作流程中的部署。