Video Salient Object Detection

Datasets

No.	Name	Task
01	DAVSOD	Video Salient Object Detection
02	DAVIS	Video Object Segmentation
03	FBMS	Motion Segmentation
04	VOS	Video Salient Object Detection
05	SegTrack-V2	Video Object Segmentation
06	ViSal	Video Salient Object Detection

Paper List

Fully Supervised - Temporal Model Design

No.	Pub.	Title	Links
01	TIP 2020	Learning Long-term Structural Dependencies for Video Salient Object Detection	Paper/Code
02	CVPR 2019	Shifting More Attention to Video Salient Objection Detection	Paper/Code
03	ECCV 2018	Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection	Paper/Code

Fully Supervised - Optical Flow

No.	Pub.	Title	Links
01	ECCV 2020	TENet: Triple Excitation Network for Video Salient Object Detection	Paper/Code
02	ICCV 2019	Motion Guided Attention for Video Salient Object Detection	Paper/Code
03	CVPR 2018	Flow Guided Recurrent Neural Encoder for Video Salient Object Detection	Paper/Code

Fully Supervised - Real Time

No.	Pub.	Title	Links
01	AAAI 2020	Pyramid Constrained Self-Attention Network for Fast Video Salient Object Detection	Paper/Code
02	TIP 2020	Exploring Rich and Efficient Spatial Temporal Interactions for Real Time Video Salient Object Detection	Paper/Code

Semi-Supervised

No.	Pub.	Title	Links
01	TIP 2020	A Novel Video Salient Object Detection Method via Semi-supervised Motion Quality Perception	Paper/Code
02	ICCV 2019	Semi-Supervised Video Salient Object Detection Using Pseudo-Labels	Paper/Code

Unsupervised

No.	Pub.	Title	Links
01	TIP 2018	A Benchmark Dataset and Saliency-guided Stacked Autoencoders for Video-based Salient Object Detection	Paper/Code