Section_4_2_Matching_methods.md

Section 4.2. Feature Matching-based VOS Methods

Pixel-level Matching-based VOS Methods

Year	Venue	Type	Paper titles with links (abbreviates in our review)	Code
2017	ICCV	S	Pixel-Level Matching for Video Object Segmentation using Convolutional Neural Networks (PLM)	Website
2018	CVPR	S	Fast Video Object Segmentation by Reference-Guided Mask Propagation (RGMP)	PyTorch
2018	CVPR	S	Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning (PML)	Caffe
2018	ECCV	S	VideoMatch: Matching based Video Object Segmentation (VideoMatch)	Website
2019	CVPR	S	FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation (FEELVOS)	Tensorflow
2019	CVPR	U	See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (COS-Net)	PyTorch
2019	ICCV	S	AGSS-VOS: Attention Guided Single-Shot Video Object Segmentation (AGSS-VOS)	PyTorch
2019	ICCV	S	RANet: Ranking Attention Network for Fast Video Object Segmentation (RANet)	PyTorch
2019	ICCV	U	Anchor Diffusion for Unsupervised Video Object Segmentation (AD-Net)	PyTorch
2020	CVPR	S	A Transductive Approach for Video Object Segmentation (TVOS)	PyTorch
2020	ECCV	S	Collaborative Video Object Segmentation by Foreground-Background Integration (CFBI)	PyTorch
2021	TPAMI	S	Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration (CFBI+)	PyTorch
2021	NeurIPS	S	Associating Objects with Transformers for Video Object Segmentation (AOT)	PyTorch

:star2::star2: Memory-based VOS Methods

Year	Venue	Type	Paper titles with links (abbreviates in our review)	Code
2019	ICCV	S	Video Object Segmentation using Space-Time Memory Networks (STM)	PyTorch
2020	ECCV	S&U	Video Object Segmentation with Episodic Graph Memory Networks (EGMN)	PyTorch
2020	ECCV	S	Kernelized Memory Network for Video Object Segmentation (KMN)
2020	NeurIPS	S	Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement (AFB-URR)	PyTorch
2021	CVPR	S	SwiftNet: Real-time Video Object Segmentation (SwiftNet)	PyTorch
2021	CVPR	S	Learning Position and Target Consistency for Memory-based Video Object Segmentation (LCM)
2021	CVPR	S	Efficient Regional Memory Network for Video Object Segmentation (RMNet)	PyTorch
2021	ICCV	S	Hierarchical Memory Matching Network for Video Object Segmentation (HMMN)	PyTorch
2021	NeurIPS	S	Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation (STCN)	PyTorch

Super-pixel-level & Capsule-based VOS Methods

Years	Venues	Types	Paper titles with links (abbreviates in our review)	Codes
2017	ICCV	U	Primary Video Object Segmentation via Complementary CNNs and Neighborhood Reversible Flow (CCNN)
2019	ICCV	S	CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing (CapsuleVOS)	Tensorflow

Object-level Matching-based VOS Methods

Years	Venues	Types	Paper titles with links (abbreviates in our review)	Codes
2018	ECCV	S	Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation (Dye-Net)
2018	ACCV	S	PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation (PReMVOS)	Tensorflow
2019	ICCV	S	Fast Video Object Segmentation via Dynamic Targeting Network (DTN)
2019	ICCV	S	DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation (DMM-Net)	PyTorch
2018	CVPR	S	Fast and Accurate Online Video Object Segmentation via Tracking Parts (FAVOS)	Caffe
2019	CVPR	S	Fast Online Object Tracking and Segmentation: A Unifying Approach (SiamMask)	PyTorch
2020	CVPR	S	State-Aware Tracker for Real-Time Video Object Segmentation (SAT)	PyTorch