Awesome-Video-Instance-Segmentation-Papers

2022

Title	Venue	Supervision	PDF	CODE
TIVE: A Toolbox for Identifying Video Instance Segmentation Errors	arXiv	Video	PDF	CODE
Deformable VisTR : Spatio temporal deformable attention for video instance segmentation	ICASSP	Video	PDF	CODE
Video Instance Segmentation via Multi-scale Spatio-temporal Split Attention Transformer	ECCV	Video	PDF	CODE
InstanceFormer: An Online Video Instance Segmentation Framework	arXiv	Online	PDF	CODE
DeVIS: Making Deformable Transformers Work for Video Instance Segmentation	arXiv	Video	PDF	CODE
VITA: Video Instance Segmentation via Object Token Association	NeurIPS	Video	PDF	CODE
MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training	NeurIPS	Video	PDF	CODE
Video Mask Transfiner for High-Quality Video Instance Segmentation	ECCV	Video	PDF	CODE
SeqFormer: a Frustratingly Simple Model for Video Instance Segmentation	ECCV	Video	PDF	CODE
In Defense of Online Models for Video Instance Segmentation	ECCV	Video	PDF	CODE
PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation	ECCV	Video	PDF	CODE
Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation	CVPR	Video	PDF	CODE
VISOLO: Grid-Based Space-Time Aggregation for Efficient Online Video Instance Segmentation	CVPR	Video	PDF	CODE
Temporally Efficient Vision Transformer for Video Instance Segmentation	CVPR	Video	PDF	CODE
Efficient Video Instance Segmentation via Tracklet Query and Proposal	CVPR	Video	PDF	CODE
Online Video Instance Segmentation via Robust Context Fusion	arxiv	Video	PDF	CODE
Waymo Open Dataset: Panoramic Video Panoptic Segmentation	arxiv	Video	PDF	DATASETS
Consistent Video Instance Segmentation with Inter-Frame Recurrent Attention	arxiv	Video	PDF	CODE
Tag-Based Attention Guided Bottom-Up Approach for Video Instance Segmentation	arxiv	Video	PDF	CODE
Less than Few: Self-Shot Video Instance Segmentation	arxiv	Video	PDF	CODE
STC: Spatio-Temporal Contrastive Learning for Video Instance Segmentation	arXiv	Video	PDF	CODE
SipMaskv2: Enhanced Fast Image and Video Instance Segmentation	TPAMI	Video	PDF	CODE

2021

Title	Venue	Supervision	PDF	CODE
End-to-End Video Instance Segmentation with Transformers	CVPR	Video	PDF	CODE
MSN: Efficient Online Mask Selection Network for Video Instance Segmentation	CVPR	Video	PDF	CODE
Tracking Instances as Queries	ICCV	Video	PDF	CODE
Crossover Learning for Fast Online Video Instance Segmentation	ICCV	Video	PDF	CODE
TubeFormer-DeepLab: Video Mask Transformer	ECCV	Video	PDF	CODE
End-to-End Video Instance Segmentation via Spatial-Temporal Graph Neural Networks	ICCV	Video	PDF	CODE
Video Instance Segmentation with a Propose-Reduce Paradigm	ICCV	Video	PDF	CODE
Weakly Supervised Instance Segmentation for Videos with Temporal Mask Consistency	CVPR	Video	PDF	CODE
SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation	CVPR	Video	PDF	CODE
Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge	IJCV	Video	PDF	DATASETS
Video Instance Segmentation using Inter-Frame Communication Transformers	NeurIPS	Video	PDF	CODE
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation	NeurIPS	Video	PDF	CODE
Limited Sampling Reference Frame for MaskTrack R-CNN	ICCVW	Video	PDF	CODE

2020

Title	Venue	Supervision	PDF	CODE
Video Panoptic Segmentation	CVPR	Video	PDF	CODE
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation	CVPR	Video	PDF	CODE
CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation	AAAI	Video	PDF	CODE
Sipmask: Spatial Information Preservation for Fast Image and Video Instance Segmentation	ECCV	Video	PDF	CODE