Saliency-driven system models for cell analysis with deep learning
Sign Up to like & getrecommendations! Published in 2019 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2019.105053
Abstract: BACKGROUND AND OBJECTIVES Saliency refers to the visual perception quality that makes objects in a scene to stand out from others and attract attention. While computational saliency models can simulate the expert's visual attention, there… read more here.
Keywords: saliency; deep learning; attention; saliency prediction ... See more keywords
Predicting Radiologists' Gaze With Computational Saliency Models in Mammogram Reading
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2023.3263553
Abstract: Previous studies have shown that there is a strong correlation between radiologists' diagnoses and their gaze when reading medical images. The extent to which gaze is attracted by content in a visual scene can be… read more here.
Keywords: gaze computational; mammogram reading; saliency; predicting radiologists ... See more keywords
What Do Different Evaluation Metrics Tell Us About Saliency Models?
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2018.2815601
Abstract: How best to evaluate a saliency model's ability to predict where humans look in images is an open research question. The choice of evaluation metric depends on how saliency is defined and how the ground… read more here.
Keywords: evaluation metrics; evaluation; metrics tell; saliency models ... See more keywords