Scalable Face Image Coding via StyleGAN Prior: Towards Compression for Human-Machine Collaborative Vision

no code implementations • 25 Dec 2023 • Qi Mao, Chongyu Wang, Meng Wang, Shiqi Wang, Ruijie Chen, Libiao Jin, Siwei Ma

The accelerated proliferation of visual content and the rapid development of machine vision technologies bring significant challenges in delivering visual data on a gigantic scale, which shall be effectively represented to satisfy both human and machine requirements.

Image Compression

Dynamic Storyboard Generation in an Engine-based Virtual Environment for Video Production

no code implementations • 30 Jan 2023 • Anyi Rao, Xuekun Jiang, Yuwei Guo, Linning Xu, Lei Yang, Libiao Jin, Dahua Lin, Bo Dai

Amateurs working on mini-films and short-form videos usually spend lots of time and effort on the multi-round complicated process of setting and adjusting scenes, plots, and cameras to deliver satisfying video shots.

Temporal and Contextual Transformer for Multi-Camera Editing of TV Shows

no code implementations • 17 Oct 2022 • Anyi Rao, Xuekun Jiang, Sichen Wang, Yuwei Guo, Zihao Liu, Bo Dai, Long Pang, Xiaoyu Wu, Dahua Lin, Libiao Jin

The ability to choose an appropriate camera view among multiple cameras plays a vital role in TV shows delivery.