Image Labeling by Integrating Global Information by 7 Patches and Local Information

机译：通过将全局信息集成为7个修补程序和本地信息来标记

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摘要

We propose an image labeling method by integrating the probabilities of local and global information. Many conventional methods put label to each pixel or region by using the features extracted from local regions and local contextual relationships between neighboring regions. However, labeling results tend to depend on a local viewpoint. To overcome this problem, we propose the image labeling method using not only local information but also global information. The probability by global information is estimated by KNearest Neighbor. In the experiments using the MSRC21 dataset, labeling accuracy is much improved by using global information.

机译：我们通过集成本地和全局信息的概率来提出图像标记方法。许多传统方法通过使用从局域区域提取的特征和相邻区域之间的本地上下文关系来将标签放置到每个像素或区域。但是，标记结果往往取决于局部观点。为了克服这个问题，我们提出了不仅使用本地信息的图像标记方法，还提出了全局信息。通过拐弯邻估计全球信息的概率。在使用MSRC21数据集的实验中，使用全局信息，标记精度大大提高。

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《International Conference on Computer Vision Theory and Applications》|2015年||共6页
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作者
Takuto Omiya; Takahiro Ishida; Kazuhiro Hotta;
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中图分类 TP391.41-53;
关键词
Bag of Visual Words; K-Nearest Neighbor; Image Labeling and Integration of Local and Global Features;

机译：袋的视觉词;k最近邻居;图像标签和本地和全局功能的集成;

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专利

1. Image Labeling by Integration of Local Co-Occurrence Histogram and Global Features [J] . Takuto Omiya, Kazuhiro Hotta Journal of Advanced Computatioanl Intelligence and Intelligent Informatics . 2014,第4a105期

机译：通过局部共现直方图和全局特征的集成进行图像标记
2. SAR Image Classification Based on CRFs With Integration of Local Label Context and Pairwise Label Compatibility [J] . Ding Y., Li Y., Yu W. Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of . 2014,第1期

机译：结合局部标签上下文和成对标签兼容性的基于CRF的SAR图像分类
3. Regions of Mid-level Human Visual Cortex Sensitive to the Global Coherence of Local Image Patches [J] . Mannion D, Kersten D, Olman C Journal of Cognitive Neuroscience . 2014,第8期

机译：对局部图像斑块的整体连贯敏感的中级人类视觉皮层区域
4. Image Labeling by Integrating Global Information by 7 Patches and Local Information [C] . Takuto Omiya, Takahiro Ishida, Kazuhiro Hotta International Conference on Computer Vision Theory and Applications . 2015

机译：通过将全局信息集成为7个修补程序和本地信息来标记
5. The interpenetration between globalization and localization: Gender images in global brands and local brands commercials in contemporary Taiwan (China). [D] . Chen, Huey-Rong. 2005

机译：全球化与本地化之间的相互渗透：全球品牌和当代台湾（中国）本地品牌广告中的性别形象。
6. Regions of mid-level human visual cortex sensitive to the global coherence of local image patches [O] . Damien J. Mannion, Daniel J. Kersten, Cheryl A. Olman -1

机译：中级人类视觉皮层区域对局部图像斑块的整体连贯性敏感
7. Regions of Mid-level Human Visual Cortex Sensitive to the Global Coherence of Local Image Patches [O] . Damien J. Mannion, Daniel J. Kersten, Cheryl A. Olman 2014

机译：对局部图像补丁的全球相干性的中级人类视觉皮层的区域
8. Computing Local and Global Similarity in Images [R] . Manmatha, R., Ravela, S., Chitti, Y. 1997

机译：计算图像中的局部和全局相似度

Image Labeling by Integrating Global Information by 7 Patches and Local Information

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