tvx19e-sub1005-cam-i15.pdf (102.88 kB)
AI Assisted Video Workflow: Exploring UIs for Human-AI Collaboration
conference contribution
posted on 2019-07-15, 12:05 authored by Than Htut SoeVideo production and distribution have become very affordable and accessible. A large body of research is available
in machine learning for audio, visual and language processing 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 embedded prototypes on video production workflow, we aim to
explore the design space of using AI in video editing interfaces and potential of human-in-the-loop machine learning
in creative designs.