Image datasets used for salient objects?
Datasets explicitly mentioning saliency


MSRA
SOD based on BSD Berkeley segmentation dataset


Apparently more general datasets (not researched in detail)


DUT-Omron Image dataset
THUS
ECSD
PASCAL
...


More challenging situations with more noise


Detection on magnetism such as MR: Medical image dataset and Extract voice from magnetic tape