解构自然语言表示中的图像语义

Bineeth Kuriakose, J. Mathew, Balaji Balasubramaniam, K. P. Preena
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引用次数: 0

摘要

图像-在当今的数字世界中,由数字表示。这些数字共同呈现出只有人类感知才能理解的抽象概念。在本文中,我们提出了一个更接近人类对现实的感知的新框架来翻译传统的图像表征。此外,我们专注于以人类和机器都可以理解的自然语言描述来自动化图像表示。所提出的框架可以扩展到将来使用各种各样的实际应用程序。
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Deconstructing image semantics in natural language representation
Image - in today's digital world represented by numerical numbers. These numbers collectively present abstract concepts that is only understood by human perception. In this paper, we propose a novel framework that is more close to human perception of reality to translate the conventional representation of an image. Also, we focus on automating the image representation in terms of a natural language description both understandable by human and machine. The proposed framework can be extended to use a wide variety of real world applications in future.
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