PTSR: A patch-based translator model for image super-resolution

S. Bahinipati

doi:10.1016/j.patrec.2025.04.020

2025-05-26

PRE

S. Bahinipati

Shiv Ram Dubey

Satish Kumar

DOI：10.1016/j.patrec.2025.04.020

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摘要

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• 基于全Transformer的模型消除了生成器和判别器中的卷积。 • 新型PTSR模块用于捕获超分辨率任务中的局部纹理和全局上下文。 • 分离特征和位置编码以获得更好的空间一致性。 • 在多个基准测试中优于BSRGAN、Real-ESRGAN、IPT和FlowIE。

期刊

Pattern Recognition Letters

IF:

3.3

论文数:

7.9K

被引数:

1.6W

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