Vide-omics: A genomics-inspired paradigm for video analysis

作者:

Highlights:

• An overview of exploitation of bioinformatics approaches in computer vision.

• A novel video analysis paradigm, vide-omics, inspired by genomics principles.

• A vide-omics-based pipeline for foreground extraction from freely moving cameras.

• Robust performance largely independent from camera motion and scene

• State-of-the-art results in presence of varied and complex camera motions.

摘要

•An overview of exploitation of bioinformatics approaches in computer vision.•A novel video analysis paradigm, vide-omics, inspired by genomics principles.•A vide-omics-based pipeline for foreground extraction from freely moving cameras.•Robust performance largely independent from camera motion and scene•State-of-the-art results in presence of varied and complex camera motions.

论文关键词:Computer vision,Freely moving camera,Genomics,Foreground detection,Segmentation,Scanlines

论文评审过程:Received 3 November 2016, Revised 29 September 2017, Accepted 8 October 2017, Available online 10 October 2017, Version of Record 7 December 2017.

论文官网地址:https://doi.org/10.1016/j.cviu.2017.10.003