www.nature.com/scientificreports OPEN The Southampton-York Natural Scenes (SYNS) dataset: Statistics of surface attitude received: 02 June 2016 accepted: 05 October 2016 Published: 26 October 2016 Wendy J. 0
Recovering 3D scenes from 2D images is an under-constrained task; optimal estimation depends upon knowledge of the underlying scene statistics. Here we introduce the Southampton-York Natural Scenes dataset (SYNS: https://syns.soton.ac.uk), which provides comprehensive scene statistics useful for un...
conditioned on predicted multimodal (text and visual) features, to generate final reconstructed images. On the publicly available Natural Scenes Dataset benchmark, our method outperforms previous models both qualitatively and quantitatively. When applied to synthetic fMRI patterns generated from individual R...
This paper proposes a large-scale dataset, Human-Art, that targets multi-scenario human-centric tasks to bridge the gap between natural and artificial scenes. It includes twenty high-quality human scenes, including natural and artificial humans in both 2D representation (yellow dashed boxes) and 3D...
可以从互联网获得大量的image-pair数据。 学到的visual representation不仅仅只是一个视觉特征,它还与language有一些关联。 2. Creating a Suffificiently Large Dataset 构建了一个400 million的image-text数据集。 获取方法:预先设定了500,000个词语作为queries(wiki中至少出现100次的词语/词组?),利用query来爬取对应...
介绍 本文是从论文《Detecting Curve Text in the Wild New Dataset and New Solution》翻译总结的,该论文首次提出了弯曲文本数据集CTW1500及弯曲文本检测方法CTD(curve text detector)+TLOC(transverse and longitudinal offset connection 横向纵向偏移链接)。 下面是个...论文...
为验证算法的有效性,将其与现有的经典低照度图像增强算法在Sony(Seen-in-the-Dark)、Fuji(Seen-in-the-Dark Fuji)和LOL(Low Light Paired Dataset)三个基准数据集上进行了实验对比。由实验结果可知,本文算法在视觉质量、模型大小和计算复杂度之间的平衡性较好,总体性能较优。举例而言,在三个...