Extreme clicking for efficient object annotation

December 2019

tl;dr: Annotate extreme points to replace conventional bbox annotation leads to same accuracy, reduced annotation time and additional information.

Overall impression

This paper inspired ExtremeNet.

This work is extended to DEXTR: Deep Extreme Cut: From Extreme Points to Object Segmentation that extends extreme points to instance segmentation masks.

Key ideas

Technical details