Salient Object Ranking

A curated list of awesome resources for salient object ranking (SOR). We will keep updating it.

❗Updated 2024-11-29.

Content:

• Salient Object Ranking
  • Content:
  • Image-SOR
  • Video-SOR
  • Application
  • Reference

Image-SOR

Year	Pub.	Title	Links
2018	CVPR	Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects	Paper/Code1, Code2
2019	TPAMI	Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks	Paper/Code
2020	CVPR	Inferring attention shift ranks of objects for image saliency	Paper/Code
2021	ICCV	Salient object ranking with position-preserved attention	Paper/Code
2021	TPAMI	Instance-level relative saliency ranking with graph reasoning	Paper/Code
2022	CVPR	Bidirectional object-context prioritization learning for saliency ranking	Paper/Code
2023	ACMMM	Partitioned Saliency Ranking with Dense Pyramid Transformers	Paper/Code
2023	TIP	Rethinking Object Saliency Ranking: A Novel Whole-Flow Processing Paradigm	Paper/Code
2023	PR	RGB-D salient object ranking based on depth stack and truth stack for complex indoor scenes	Paper/Code
2024	TPAMI	HyperSOR: Context-aware Graph Hypernetwork for Salient Object Ranking	Paper/Code
2024	CVPR	Advancing Saliency Ranking with Human Fixations: Dataset, Models and Benchmarks	Paper/Code
2024	CVPR	Domain Separation Graph Neural Networks for Saliency Object Ranking	Paper/Code
2024	AAAI	SeqRank: Sequential Ranking of Salient Objectsg	Paper/Code
2024	ECCV	PoseSOR: Human Pose Can Guide Our Attention	Paper/Code
2024	arXiv	CaRDiff: Video Salient Object Ranking Chain of Thought Reasoning for Saliency Prediction with Diffusion	Paper
2024	ECCV	PoseSOR: Human Pose Can Guide Our Attention	Paper/Code
2024	arXiv	Leverage Task Context for Object Affordance Ranking	Paper
2024	IJCV	Inferring Attention Shifts for Salient Instance Ranking	Paper
2024	IVCI	Category-based depth incorporation for salient object ranking	Paper
2025	CVPR	Language-Guided Salient Object Ranking	Paper
2025	AAAI	Fine-Grained Perception in Panoramic Scenes: A Novel Task, Dataset, and Method for Object Importance Ranking	Paper
2025	Neurocomputing	DICO: Distance-weighted Contrast and Instance Correlation for Salient Object Ranking	Paper
2025	Pattern Recognition	Salient Object Ranking with Reinforcement Learning	Paper
2025	Pattern Recognition	RGB-D salient object ranking based on depth stack and truth stack for complex indoor scenes	Paper

Video-SOR

Year	Pub.	Title	Links
2019	ACMMM	Ranking Video Salient Object Detection	Paper/Code
2022	ArXiv	Rethinking Video Salient Object Ranking	Paper/Code
2024	ACMMM	Instance-Level Panoramic Audio-Visual Saliency Detection and Ranking	Paper/Code
2024	NeurIPS	A Motion-aware Spatio-temporal Graph for Video Salient Object Ranking	Paper

Application

Year	Pub.	Title	Links
2011	WACV	Saliency retargeting: An approach to enhance image aesthetics	Paper/Code
2024	IJCV	IRNet-RS: image retargeting network via relative saliency	Paper/Code

Reference

Salient Object Detection