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Salient Object Ranking

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

❗Updated 2024-06-08.

Content:

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

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