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INVESTIGATING THE USE OF ACTORS FOR COMPUTER VISION APPLICATIONS

机译:在计算机视觉应用中调查因素的使用

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摘要

In this paper, we outline an investigation of actor model features by means of the realization of programs solving significant problems. Our aim is to define some initial ideas about a parallel object-oriented programming framework for computer vision, in which all relative aspects can be addressed. Therefore, in the paper we describe an initial experiment of writing parallel code for solving a complex computer vision problem: the segmentation of cursive script characters. Through this task we want to show how an application programmer can express the different kinds of parallelism present in the problem, emphasizing the advantages obtained by the use of the actor model, both from the concurrency and the object-oriented design points of view. The programs have been written by means of a simple but powerful notation which we introduced with the aim of deeply investigating and testing actor model characteristics and as a core for the realization of an actor based high-level language.
机译:在本文中,我们通过解决重要问题的程序的实现概述了参与者模型特征的研究。我们的目标是为计算机视觉的并行面向对象编程框架定义一些初步的想法,在其中可以解决所有相关方面。因此,在本文中,我们描述了编写并行代码以解决复杂的计算机视觉问题的初步实验:草书脚本字符的分割。通过此任务,我们想展示应用程序程序员如何表达问题中存在的不同种类的并行性,从并发性和面向对象设计的角度强调使用参与者模型所获得的优势。这些程序是通过简单但功能强大的表示法编写的,我们对它们进行了介绍,目的是深入研究和测试演员模型特征,并将其作为实现基于演员的高级语言的核心。

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