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.

🌉 Interdisciplinary Bridge — Computer Science and Computer Vision and Deep Learning and Machine Learning
🧭 Keyword Pioneer — video production
🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning