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L-CoIns: Language-based Colorization with Instance Awareness Abstract Language-based colorization produces plausible colors consistent with the language description provided by the …

2022年12月31日 · In this paper, we propose a transformer-based framework to automatically aggregate similar image patches and achieve instance awareness without any additional …

In this paper, we propose Language-based Colorization with Instance awareness (L-CoIns) to adaptively establish the correspondence between instance regions and color de-scriptions …

2024年1月20日 · L-CoIns引入了多个可学习的分组向量，并提出了一个自动聚合具有相似颜色图像块的分组机制，促使分组向量能够自适应地表示图像中的多个实例，并最终能够在没有任何外 …

“L-CoIns: Language-based Colorization with Instance Awareness.” Accepted by CVPR 2023. [pdf] [code] Shuchen Weng *, Jimeng Sun*, Yu Li, Si Li, Boxin Shi. “CT 2: Colorization Transformer …

2023年6月1日 · To achieve instance-aware colorization, L-CoIns [6] presents the grouping mechanism to automatically aggregate similar image patches. In this paper, we further explore …

该论文提出了一种新的技术，名为L-CoIns，它可以根据用户提供的语言描述来自动上色图像。 与之前的技术不同的是，L-CoIns可以自动识别同一对象的不同实例，并为它们分配不同的颜色。

L-CoIns: Language-based Colorization With Instance Awareness Abstract: Language-based colorization produces plausible colors consistent with the language description provided by the …

By applying our presented luminance augmentation and counter-color loss to break down the statistical correlation between luminance and color words, our model is driven to synthesize …