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Autonomous Viewpoint Selection of Robots Based on Aesthetic Composition Evaluation of a Photo

机译:基于照片审美成分评价的机器人自主视点选择

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In the field of painting and photography, composition rules are widely used under various circumstances in order to arouse humans' aesthetic evaluation. In this paper, we propose a method to evaluate the aesthetic values of a scene according to some certain composition rules, such as Rule of Third, Diagonal Composition and Triangle Composition. We propose an evaluation function with three factors for each kind of compositions, which is reasonable to describe properties of compositions as the result showed in our questionnaire. We develop an observation position searching method by estimating relationships between targets from different viewpoints of the monitoring robot. Then a score will be obtained for each viewpoint using our evaluation function. By these scores, the best observation position can be determined within a reachable field. With path planning and moving control, the monitoring robot arrives at the best observation position. We suppose our research can provide any hint about common understanding between human beings and robots.
机译:在绘画和摄影领域,在各种情况下广泛使用的作文规则是为了引起人类的审美评价。在本文中,我们提出了一种根据某些组合规则评估场景的美学值的方法,例如第三,对角线组成和三角组合物的规则。我们提出了一种评价功能,适用于每种组合物的三个因素,这是可理解的,以描述组合物的性质,因为在我们的调查问卷中显示。我们通过从监测机器人的不同观点估计目标之间的关系来开发观察位置搜索方法。然后使用我们的评估函数对每个视点获得分数。通过这些评分,可以在可达场内确定最佳观察位置。通过路径规划和移动控制,监控机器人到达最佳观察位置。我们认为我们的研究可以在人类和机器人之间提供任何关于共同理解的暗示。

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