I would like to understand reasons for different image datasets used for salient object detection: their difficulties, their origins and likely future datasets. Does there exist any work explaining them such their progression and characteristics over time?
Datasets explicitly mentioning saliency
Apparently more general datasets (not researched in detail)
- DUT-Omron Image dataset
More challenging situations with more noise