基于云的实时图像增强信息检索设备

Soliha Rahman, Kanza Naeem, Dileep Raju Seera
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引用次数: 1

摘要

本讨论旨在介绍一种具有透明显示屏的电子设备,用于增强真实世界图像的具体用例。对于想要高效、轻松地提取可靠信息的人来说,这是非常有用的。在过去的几年里,人们对透明装置进行了广泛的研究。透明设备可能包含两层——一层用于从周围环境中提取信息,另一层用于显示。在某些情况下,单个层可以同时满足这两种目的。下一节将详细讨论该设备所展示的信息提取/显示特性。这个想法是捕获由图像、手写文本、地图、数学和化学方程组成的文件。使用扫描技术或360度摄像头,我们能够捕捉到文件。本发明确定并理解来自文档的实时文本/图像。通过图像识别技术,从图像中集体提取单词、公式、实数、图形/地图形状等特征。这样提取的数据使用自然语言处理和机器学习技术进行分析,并与云中的关键结果相匹配,从而为文本或图表提供更多见解。云搜索通常包括来自api的最新数据,如wolfram alpha、维基百科、文章、时事等,因此,我们对任何查询的最终解决方案都是详细的,并且将与上下文和含义相关。我们的新设备主要旨在通过提供摘要以数字化的方式教授学生,并通过提供包含步骤的增强解决方案来帮助他们理解逻辑流程。
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Cloud Based Information Retrieval Device for Augmentation of Real Time Images
This discussion aims at introducing an electronic device with a transparent display screen put to the specific use-case of augmenting real-world images. This can be very useful for an individual who wants to extract reliable information with efficiency and ease. There has been extensive research on transparent devices over the past few years. A transparent device may contain two layers-one for information extraction from surroundings and another one for display. In some cases, a single layer may be able to serve both the purposes. The following section discusses in detail the information extraction/display features exhibited by the device. The idea is to capture the documents which consist of images, handwritten text, maps and mathematical and chemical equations. Using scanning technology or 360-degree camera, we are able to capture the documents. The present invention determines the real time text/ images from the documents and understands them. By the image recognition technique, features like words, formulae, real numbers, shapes of diagrams/ maps etc. are extracted collectively from the images. The data thus extracted is analyzed using Natural Language Processing and Machine learning techniques and matched with the key results in the cloud, as a result giving more insights to the text or diagram. The cloud search typically includes the latest data from the APIs such as wolfram alpha, Wikipedia, articles, current affairs etc., as a result, our final solutions to any query are detailed and will relate to the context and meaning. Our novel device primarily aims to teach students in a digitized way by providing summarizations and helping them understand the logical flow by providing an enhanced solution with steps involved.
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