Saliency Prediction

A saliency map is a model that predicts eye fixations on a visual scene. Saliency prediction is informed by the human visual attention mechanism and predicts the possibility of the human eyes to stay in a certain position in the scene.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 151–160 of 268 papers

Title	Date	Tasks	Status
SalNet360: Saliency Maps for omni-directional images with CNN	Sep 19, 2017	PredictionSaliency Prediction	—Unverified
SALYPATH: A Deep-Based Architecture for visual attention prediction	Jun 29, 2021	Saliency PredictionScanpath prediction	—Unverified
Scanpath Prediction on Information Visualisations	Dec 4, 2021	PredictionSaliency Prediction	—Unverified
Self-explanatory Deep Salient Object Detection	Aug 18, 2017	Objectobject-detection	—Unverified
Self-supervised Representation Learning for Ultrasound Video	Feb 28, 2020	AnatomyMedical Image Analysis	—Unverified
Semantic and Contrast-Aware Saliency	Nov 9, 2018	Saliency Prediction	—Unverified
Semantic Segmentation Enhanced Transformer Model for Human Attention Prediction	Jan 26, 2023	DecoderPrediction	—Unverified
Separated Attention: An Improved Cycle GAN Based Under Water Image Enhancement Method	Apr 11, 2024	Image Enhancementobject-detection	—Unverified
Shifting Focus with HCEye: Exploring the Dynamics of Visual Highlighting and Cognitive Load on User Attention and Saliency Prediction	Apr 22, 2024	Saliency Prediction	—Unverified
SiaTrans: Siamese Transformer Network for RGB-D Salient Object Detection with Depth Image Classification	Jul 9, 2022	image-classificationImage Classification	—Unverified

Show:10 25 50

← PrevPage 16 of 27Next →

All datasets SALECI SALICON MIT300 CAT2000

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Transalnet	KL	0.87	—	Unverified
2	TempSAL	KL	0.71	—	Unverified
3	SSwin transformer	KL	0.65	—	Unverified
4	ECT-SAL	KL	0.58	—	Unverified
5	SUM	KL	0.47	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SUM	AUC	0.88	—	Unverified
2	SalNAS-XL + Self-KD	AUC	0.87	—	Unverified
3	TempSAL	AUC	0.87	—	Unverified
4	MDS-ViTNet	AUC	0.87	—	Unverified
5	TranSalNet	AUC	0.87	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SUM	AUC-Judd	0.91	—	Unverified
2	TranSalNet	AUC-Judd	0.87	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SUM	KL	0.27	—	Unverified