2020
AAAI
AAAI 2020
Generating Engaging Promotional Videos for E-commerce Platforms (Student Abstract)
Abstract
Abstract There is an emerging trend for sellers to use videos to promote their products on e-commerce platforms such as Taobao.com. Current video production workflow includes the production of visual storyline by human directors. We propose a system to automatically generate visual storyline based on the input set of visual materials (e.g. video clips or still images) and then produce a promotional video. In particular, we propose an algorithm called Shot Composition, Selection and Plotting (ShotCSP), which generates visual storylines leveraging film-making principles to improve viewing experience and perceived persuasiveness.
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Interdisciplinary Bridge
— Computer Science and Computer Vision and Deep Learning and Machine Learning
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Keyword Pioneer
— video production
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Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning
Authors
Chang Liu
,
Han Yu
,
Yi Dong
,
Zhiqi Shen
,
Yingxue Yu
,
Ian Dixon
,
Zhanning Gao
,
Pan Wang
,
Peiran Ren
,
Xuansong Xie
,
Lizhen Cui
,
Chunyan Miao