Image retrieval system based on bag of view words model

机译：基于视图袋模型的图像检索系统

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摘要

In this paper, the theory of bag of view words model is introduced for image retrieval, and a method to enhance accuracy rate of the model is provided. In addition, an image retrieval system is also constructed for movie posters. The system matches the pictures uploaded with the corresponding movie from the gallery, and is more accurate and efficient.

机译：本文介绍了视图词袋模型的理论进行图像检索，并提出了一种提高模型准确率的方法。此外，还为电影海报构建了图像检索系统。该系统将上传的图片与图库中的相应电影进行匹配，更加准确，高效。

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《IEEE/ACIS International Conference on Computer and Information Science》|2016年|1-4|共4页
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作者
Cheng Feng; Xiaohong Wang;
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关键词
Feature extraction; Visualization; Dictionaries; Image retrieval; Motion pictures; Indexes; Vocabulary;

机译：特征提取可视化词典图像检索运动图片索引词汇;

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专利

1. Image moment invariants as local features for content based image retrieval using the Bag-of-Visual-Words model [J] . Karakasis E. G., Amanatiadis A., Gasteratos A., Pattern recognition letters . 2015,第apra1期

机译：图像矩不变性是使用“视觉袋”模型基于内容的图像检索的局部特征
2. A novel method for content-based image retrieval to improve the effectiveness of the bag-of-words model using a support vector machine [J] . Sarwar Amna, Mehmood Zahid, Saba Tanzila, Journal of Information Science . 2019,第1期

机译：一种基于内容的图像检索新方法，以使用支持向量机提高词袋模型的有效性
3. Remote sensing image retrieval method based on improved fast search and find of density peaks-bag of visual words model [J] . Zhao Xiao, Xu Yanyan Journal of Applied Remote Sensing . 2019,第4期

机译：基于改进的快速搜索的遥感图像检索方法和视觉单词模型密度峰袋
4. Image Retrieval System Based on Bag of View Words Model [C] . Cheng Feng, Xiaohong Wang IEEE/ACIS International Conference on Computer and Information Science . 2016

机译：基于视图单词模型的图像检索系统
5. Beyond bags of words: Effectively modeling dependence and features in information retrieval. [D] . Metzler, Donald A., Jr. 2007

机译：字里行外：有效地建模信息检索中的依存关系和特征。
6. An effective content-based image retrieval technique for image visuals representation based on the bag-of-visual-words model [O] . Safia Jabeen, Zahid Mehmood, Toqeer Mahmood, -1

机译：基于视觉袋模型的基于内容的有效图像检索技术
7. An effective content-based image retrieval technique for image visuals representation based on the bag-of-visual-words model [O] . Safia Jabeen, Zahid Mehmood, Toqeer Mahmood, 2018

机译：基于袋式袋模型的图像视觉表示的基于有效的基于内容的图像检索技术

Image retrieval system based on bag of view words model

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