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APISR: Anime Production Inspired Real-World Anime Super-Resolution
March 5, 2024, 2:49 p.m. | Boyang Wang, Fengyu Yang, Xihang Yu, Chao Zhang, Hanbin Zhao
cs.CV updates on arXiv.org arxiv.org
Abstract: While real-world anime super-resolution (SR) has gained increasing attention in the SR community, existing methods still adopt techniques from the photorealistic domain. In this paper, we analyze the anime production workflow and rethink how to use characteristics of it for the sake of the real-world anime SR. First, we argue that video networks and datasets are not necessary for anime SR due to the repetition use of hand-drawing frames. Instead, we propose an anime image …
abstract analyze anime arxiv attention community cs.ai cs.cv domain eess.iv paper photorealistic production type workflow world
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