Salient Object Ranking

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

❗Updated 2024-06-08.

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

Video-SOR

Year	Pub.	Title	Links
2019	ACMMM	Ranking Video Salient Object Detection	Paper/Code
2022	ArXiv	Rethinking Video Salient Object Ranking	Paper/Code

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