Publications

 

2019

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AI Assisted Video Workflow: Exploring UIs for Human-AI Collaboration

Author: Thant Htut Soet

«Video production and distribution have become very afford- able and accessible. A large body of research is available in machine learning for audio, visual and language process- ing and more recently generation of multimedia content. Machine learning provides promising materials for designing innovative video production workflows. However, there is a lack of studies and expertise around how would video editors receive and use machine learning in their work. As a part of ongoing university and industry joint innovation project, this project aims to explore the the challenges of integrating machine learning into video editing workflows. Through setting up and running experiments with AI em- bedded prototypes on video production workflow, we aim to explore the design space of using AI in video editing inter- faces and potential of human-in-the-loop machine learning in creative designs.»

2019


2018

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UI to Improve human-ai vollaboration: First insights from tools in video workflows

Authors: Than Htut Soet, Frode Guribye

«Video production and distribution have become both very affordable and accessible. AI services, especially in audio, visual and language processing, are promising materials for designing innovative video production workflows. As a part of ongoing university and industry joint innovation project, we aim to explore the the challenges of integrating AI into a video editing tool. Through developing AI embedded prototypes for video production and using them to run studies, we aim to explore the design space of using AI in video editing interfaces and potential of human-AI collaboration in creative designs.»

2018

 
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Digital tools for collaborative video production

Authors: Pavel Okopnyi, Frode Guribye

«In this paper, we address how a new digital tool – a web- based multi-user video-editing software can support collab- orative video production as creative practice. We discuss how video production has changed with the emergence of new technologies and identify some challenges in the de- sign and deployment of a such a tool.»

2018