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    "abstract": "This paper presents development of cloud-based media production systems. For real-time process of high quality live media, the developed system includes the following key technical components: IP (Internet Protocol) media gateway, cloud-based media switcher, device management and control scheme for remote environments, and deep learning method for automated production. The hardware-developed IP media gateway is designed to be interoperable with various media data formats in the industry and efficiently deliver the media data over IP networks. In the developed cloud platform, the cloud-based media switcher is implemented for real-time live media process when multiple camera video sources are delivered through IP networks. The device management and control scheme is introduced adopting a messaging protocol known as MQTT (Message Queuing Telemetry Protocol) in order to support efficient and reliable delivery of control and connection information over remote environments. Finally a deep learning method applied to a media switcher is presented to provide possible automation in media production.",
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    "authors": [
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        "affiliation": "Principal Researcher, Ph.D, Electronics and Telecommunications Research Institute (ETRI)",
        "name": "Jae-young Lee"
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        "affiliation": "Principal Researcher, Ph.D, Electronics and Telecommunications Research Institute (ETRI)",
        "name": "Soonchoul Kim"
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      {
        "affiliation": "Principal Researcher, Electronics and Telecommunications Research Institute (ETRI)",
        "name": "Hye-Ju Oh"
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      {
        "affiliation": "Senior Research Engineer, Korea Broadcasting System (KBS)",
        "name": "Jae Ho Lee"
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        "affiliation": "Senior Research Engineer, Korea Broadcasting System (KBS)",
        "name": "In Joon Cho"
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    "docTitle": "Development of Cloud-Based Media Production Systems",
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