Natural Scene Classification

机译：自然场景分类

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Humans are very proficient at perceiving natural scenes and understanding their contents. Everyday image content across the globe is rapidly increasing and there is a need for classifying these images for further research. Scene classification is a challenging task, because in some natural scenes there will be common features in images and some images may contain half indoor and half outdoor scene features. In this project we are going to classify natural scenery in images using Matlab and image processing technique such as SURF feature extraction, K-Means clustering,LDA.

机译：人类非常擅长感知自然场景并理解其内容。全球每天的图像内容都在迅速增加，因此有必要对这些图像进行分类以进行进一步的研究。场景分类是一项具有挑战性的任务，因为在某些自然场景中，图像中将具有共同的特征，并且某些图像可能包含一半的室内和一半的室外场景特征。在这个项目中，我们将使用Matlab和图像处理技术（例如SURF特征提取，K-Means聚类，LDA）对图像中的自然风景进行分类。

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《International Conference on Computer Communication and Informatics》|2019年|1-7|共7页
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R. Sujee; V. Bapeshwari Sesh;
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中图分类
关键词
Feature extraction; Visualization; Image analysis; Training; Buildings; Classification algorithms; Support vector machines;

机译：特征提取可视化图像分析训练建筑物分类算法支持向量机;

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2. Multi-level Fuzzy Based Renyi Entropy for Linguistic Classification of Texts in Natural Scene Images [J] . International Journal of Fuzzy Systems . 2020,第2期

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3. Optimal feature and classifier selection for text region classification in natural scene images using Weka tool [J] . Soni Rituraj, Kumar Bijendra, Chand Satish Multimedia Tools and Applications . 2019,第22期

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4. Natural Scene Retrieval Based on Graph Semantic Similarity for Adaptive Scene Classification [C] . Nuraini Jamil, rnSanggil Kang Computational collective intelligence : Semantic web, social networks and multiagent systems . 2009

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5. Text Detection in Natural Scenes and Technical Diagrams with Convolutional Feature Learning and Cascaded Classification. [D] . Zhu, Siyu. 2016

机译：具有卷积特征学习和级联分类的自然场景和技术图中的文本检测。
6. Multi-Scale Spatial Concatenations of Local Features in Natural Scenes and Scene Classification [O] . Xiaoyuan Zhu, Zhiyong Yang -1

机译：自然场景和场景分类中局部特征的多尺度空间级联
7. Multi-scale spatial concatenations of local features in natural scenes and scene classification. [O] . Xiaoyuan Zhu, Zhiyong Yang 2013

机译：自然场景和场景分类中局部特征的多尺度空间连接。

Natural Scene Classification

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