arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1401.2902cs.CVcs.IR
收藏

一种利用直方图设计特定领域图像搜索原型的方法

An Alternate Approach for Designing a Domain Specific Image Search Prototype Using Histogram

Jadavpur University(贾达普大学);Maharashtra Institute of Technology(马哈拉施特拉理工学院)

Sukanta Sinha, Rana Dattagupta, Debajyoti Mukhopadhyay

摘要:

每个人都知道,成千上万的文字是由一个单一的图像。因此,图像搜索已经成为一个非常流行的机制,为Web搜索。图像搜索是指,由搜索引擎产生的搜索结果应该是一组图像连同其网页资源的统一体。现在Web搜索引擎可以执行两种类型的图像搜索,它们是文本到图像和图像到图像搜索。在文本到图像搜索中,搜索查询应该是文本。基于输入的文本数据,系统将生成一组图像及其Web页面URL作为输出。另一方面,在图像到图像搜索中,搜索查询应该是图像,并且基于该图像系统将生成一组图像以及它们的网页URL作为输出。从目前的情况来看,文本到图像的搜索机制往往不能得到理想的结果。它匹配文本数据,然后显示相应的图像作为输出,这并不总是完美的。为了解决这个问题,Web研究人员引入了图像到图像搜索机制。在本文中,我们还提出了一种替代方法的图像图像搜索机制使用直方图。

英文摘要:

Everyone knows that thousand of words are represented by a single image. As a result image search has become a very popular mechanism for the Web searchers. Image search means, the search results are produced by the search engine should be a set of images along with their Web page Unified Resource Locator. Now Web searcher can perform two types of image search, they are Text to Image and Image to Image search. In Text to Image search, search query should be a text. Based on the input text data system will generate a set of images along with their Web page URL as an output. On the other hand, in Image to Image search, search query should be an image and based on this image system will generate a set of images along with their Web page URL as an output. According to the current scenarios, Text to Image search mechanism always not returns perfect result. It matches the text data and then displays the corresponding images as an output, which is not always perfect. To resolve this problem, Web researchers have introduced the Image to Image search mechanism. In this paper, we have also proposed an alternate approach of Image to Image search mechanism using Histogram.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑