XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

Ho Kei Cheng, Alexander Schwing. Published in ECCV, 2022.

Also presented in Computer Vision for Metaverse Workshop 2022, Workshop on Computer Vision in the Wild , Workshop on AI for Creative Video Editing and Understanding, and In-vehicle Sensing and Monitorization Workshop.

We develop a multi-store memory model to untie accuracy with memory consumption -- achieving good results in both short and long videos.