Deep Interactive Object Selection - N Xu et al., 2016 CVPR

• positive and negative clicks
• FCN + refinement by Graph Cut

Regional Interactive Image Segmentation Networks - JH Liew et al., 2017 ICCV

• click based
• global branch + local regional refinement

DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation - G Wang et al., 2017 arXiv

• click/ scribble based
• Geodesic Distance Transformation
• Refine Network

Deep Extreme Cut: From Extreme Points to Object Segmentation - KK Maninis et al., 2018 CVPR

• Four extreme points
• [Pytorch code]

Interactive Image Segmentation with Latent Diversity - Z L et al., 2018 CVPR

• Minimizing the number of clicks
• Multi-modality
• Multiple choice learning

Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++ - D Acuna et al., 2018 CVPR

• Polygon-RNN

Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation - A Kolesnikov et al., 2016 ECCV

What’s the Point: Semantic Segmentation with Point Supervision - A Bearman et al., 2016 ECCV

Simple Does It: Weakly Supervised Instance and Semantic Segmentation - A Khoreva et al., 2017 CVPR

Exploiting saliency for object segmentation from image level labels - SH Oh et al., 2017 CVPR

Interactive Graph Cuts for Optimal Boundary & Region Segmentation of Objects in N-D Images - YY Boykov et al., 2001 ICCV

“GrabCut” — Interactive Foreground Extraction using Iterated Graph Cuts - C Rother et al., 2004 TOG

Scribble-Supervised Convolutional Networks for Semantic Segmentation - D Lin et al., 2016 CVPR