[QueryInst]: Parallel Supervised Mask Query for Instance Segmentation

文章结构概览

• 1. Motivation

  • 2. Contribution

  • 3. Method

  • • 3.1 Query based Object Detector
    • 3.2 Vanilla Mask Head
    • 3.3 Dynamic Mask Head
    • • 3.3.1 Per-mask Information Flow with Parallel Supervision
      • 3.3.2 Shared Query andMSA for Joint Detection and Segmentation

  • 4. Experiment

  • • 4.1 Comparisons on COCO Instance Segmentation
    • 4.2 Comparisons on Cityscapes Instance Segmentation
    • 4.3 Video Instance Segmentation Results on YouTu