Creative use of signal processing and MARF in ISSv2 and beyond

Zihao Song, Serguei A. Mokhov, Miao Song, S. Mudur
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引用次数: 1

Abstract

Illimitable Space System (ISS) is a real-time interactive configurable toolbox for use by artists to create interactive visual effects in theatre performances and in documentaries through user inputs such as gestures and voice. Kinect has been the primary input device for motion and video data capture. In this work in addition to the existing motion based visual and geometric data processing facilities present in ISSv2, we describe our efforts to incorporate audio processing with the help of Modular Audio Recognition Framework (MARF). The combination of computer vision and audio processing to interpret both music and human motion to create imagery in real time is both artistically interesting and technically challenging. With these additional modules, ISSv2 can help interactive performance authoring that employs visual tracking and signal processing in order to create trackable human-shaped animations in real time. These new modules are incorporated into the Processing software sketchbook and language framework used by ISSv2. We verify the effects of these modules, through live demonstrations which are briefly described.
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在ISSv2和更高版本中创造性地使用信号处理和MARF
无限空间系统(ISS)是一个实时互动的可配置工具箱,艺术家可以通过手势和声音等用户输入,在戏剧表演和纪录片中创造互动的视觉效果。Kinect一直是动作和视频数据捕捉的主要输入设备。在这项工作中,除了ISSv2中现有的基于运动的视觉和几何数据处理设施外,我们还描述了我们在模块化音频识别框架(MARF)的帮助下整合音频处理的努力。将计算机视觉和音频处理结合起来,解释音乐和人类动作,实时创建图像,这在艺术上很有趣,在技术上也很有挑战性。有了这些额外的模块,ISSv2可以帮助使用视觉跟踪和信号处理的交互式性能创作,以便实时创建可跟踪的人形动画。这些新模块被整合到ISSv2使用的Processing软件速写本和语言框架中。我们通过简要描述的现场演示来验证这些模块的效果。
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