REMOTE SENSING IMAGE RETRIEVAL WITH COMBINED FEATURES OF SALIENT REGION

机译：遥感图像检索突出区域的组合特征

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Low-level features tend to achieve unsatisfactory retrieval results in remote sensing image retrieval community because of the existence of semantic gap. In order to improve retrieval precision, visual attention model is used to extract salient objects from image according to their saliency. Then color and texture features are extracted from salient objects and regarded as feature vectors for image retrieval. Experimental results demonstrate that our method improves retrieval results and obtains higher precision.

机译：由于存在语义差距存在，低级功能往往达到遥感图像检索社区的不令人满意的检索。为了提高检索精度，可视注意模型用于根据其显着性从图像中提取突出对象。然后从突出对象中提取颜色和纹理特征，并视为图像检索的特征向量。实验结果表明，我们的方法改善了检索结果并获得更高的精度。

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《Mid-Term Symposium ISPRS Commission VI - Data, Information, and Knowledge Sharing for Geo-Education》|2014年||共6页
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Zhenfeng Shao; Weixun Zhou; Qimin Cheng;
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中图分类 TP7-53;
关键词
Visual Attention Model; Object Saliency; Salient Regions; Combined Features; Remote Sensing Image Retrieval;

机译：视觉注意模型;对象显着性;突出区域;组合特征;遥感图像检索;

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专利

1. A novel remote sensing image retrieval method based on visual salient point features [J] . Xing Wang, Zhenfeng Shao, Xiran Zhou, Sensor Review . 2014,第4期

机译：基于视觉显着点特征的遥感影像检索新方法
2. Region of interest extraction via common salient feature analysis and feedback reinforcement strategy for remote sensing images [J] . Zhang Libao, Sun Qiaoyue, Zhang Jue GIScience & remote sensing . 2018,第5期

机译：通过共同显着特征分析和遥感图像反馈增强策略提取感兴趣区域
3. Remote-sensing image retrieval by combining image visual and semantic features [J] . M. Wang, Q.M. Wan, L.B. Gu, International journal of remote sensing . 2013,第11a12期

机译：结合图像视觉和语义特征的遥感图像检索
4. REMOTE SENSING IMAGE RETRIEVAL WITH COMBINED FEATURES OF SALIENT REGION [C] . Zhenfeng Shao, Weixun Zhou, Qimin Cheng Mid-Term Symposium ISPRS Commission VI - Data, Information, and Knowledge Sharing for Geo-Education . 2014

机译：遥感图像检索突出区域的组合特征
5. Local feature saliency maps for persistent relevance feedback-driven content-based image retrieval. [D] . Jones, Brett Charles. 2001

机译：局部特征显着图，用于持久性相关性反馈驱动的基于内容的图像检索。
6. Low Dimensional Discriminative Representation of Fully Connected Layer Features Using Extended LargeVis Method for High-Resolution Remote Sensing Image Retrieval [O] . Zheng Zhuo, Zhong Zhou 2020

机译：利用扩展大型方法对高分辨率遥感图像检索的扩展大型方法的低尺寸鉴别表示完全连接的层特征
7. Remote Sensing Image Retrieval with Combined Features Of Salient Region [O] . Z. F. Shao, W. X. Zhou, Q. M. Cheng 2014

机译：显着区域组合特征的遥感图像检索
8. Shearlet Features for Registration of Remotely Sensed Multitemporal Images. [R] . Murphy, J. M., Le Moigne, J. 2015

机译：远程感知多时相图像配准的shearlet特征。

REMOTE SENSING IMAGE RETRIEVAL WITH COMBINED FEATURES OF SALIENT REGION

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