MaskPlus: Improving Mask Generation for Instance Segmentation

Instance segmentation is a promising yet challenging topic in computer vision. Recent approaches such as Mask R-CNN typically divide this problem into two parts – a detection component and a mask generation branch, and mostly focus on the improvement of the detection part. In this paper, we present an approach that extends Mask R-CNN with five novel techniques for improving the mask generation branch and reducing the conflicts between the mask branch and the detection component in training.

Data and Resources

Cite this as

Shichao Xu, Shuyue Lan, Qi Zhu (2024). Dataset: MaskPlus: Improving Mask Generation for Instance Segmentation. https://doi.org/10.57702/47yooc1a

DOI retrieved: December 2, 2024

Additional Info

Field Value
Created December 2, 2024
Last update December 2, 2024
Author Shichao Xu
More Authors
Shuyue Lan
Qi Zhu
Homepage https://arxiv.org/abs/1811.11115