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Categorization of Natural Dynamic Audiovisual Scenes

机译:自然动态视听场景的分类

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摘要

This work analyzed the perceptual attributes of natural dynamic audiovisual scenes. We presented thirty participants with 19 natural scenes in a similarity categorization task, followed by a semi-structured interview. The scenes were reproduced with an immersive audiovisual display. Natural scene perception has been studied mainly with unimodal settings, which have identified motion as one of the most salient attributes related to visual scenes, and sound intensity along with pitch trajectories related to auditory scenes. However, controlled laboratory experiments with natural multimodal stimuli are still scarce. Our results show that humans pay attention to similar perceptual attributes in natural scenes, and a two-dimensional perceptual map of the stimulus scenes and perceptual attributes was obtained in this work. The exploratory results show the amount of movement, perceived noisiness, and eventfulness of the scene to be the most important perceptual attributes in naturalistically reproduced real-world urban environments. We found the scene gist properties openness and expansion to remain as important factors in scenes with no salient auditory or visual events. We propose that the study of scene perception should move forward to understand better the processes behind multimodal scene processing in real-world environments. We publish our stimulus scenes as spherical video recordings and sound field recordings in a publicly available database.
机译:这项工作分析了自然动态视听场景的感知属性。在相似度分类任务中,我们向30位参与者展示了19个自然场景,然后进行了半结构化访谈。通过沉浸式视听显示器再现了这些场景。自然场景感知主要是通过单峰设置研究的,单峰设置将运动确定为与视觉场景相关的最显着属性之一,并将声音强度以及与听觉场景相关的音高轨迹一起确定。但是,仍然缺乏利用自然多峰刺激进行控制的实验室实验。我们的结果表明,人类要注意自然场景中相似的感知属性,并且在这项工作中获得了刺激场景和感知属性的二维感知图。探索性结果表明,在自然再现的真实城市环境中,移动量,感知的噪点和场景的不定性是最重要的感知属性。我们发现,在没有明显听觉或视觉事件的场景中,场景要点属性的开放性和扩展性仍然是重要因素。我们建议对场景感知的研究应向前发展,以便更好地了解现实环境中多模式场景处理的过程。我们将刺激场景以球形视频记录和声场记录的形式发布在公共数据库中。

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