Graph-based visual saliency

J Harel, C Koch, P Perona - Advances in neural information …, 2006 - proceedings.neurips.cc
… we use to measure how well a saliency map predicts fixation locations on a given image. … ,
ie, if the graph-based activation step is concatenated with the graph-based normalization step, …

Grab: Visual saliency via novel graph model and background priors

Q Wang, W Zheng, R Piramuthu - … on computer vision and …, 2016 - openaccess.thecvf.com
Graph-based Models Graph-based approaches have gained great … the graph based
visual saliency (GBVS), a graph-based saliency model with multiple features to extract saliency

Guiding attention of faces through graph based visual saliency (GBVS)

RK Kumar, J Garain, DR Kisku, G Sanyal - Cognitive Neurodynamics, 2019 - Springer
… cognitive as well as the classical vision aspects (using graph based approach), for finding the
… It is basically graph based visual saliency model (GBVS) influenced by bottom-up saliency

Saliency detection via graph-based manifold ranking

C Yang, L Zhang, H Lu, X Ruan… - … on computer vision and …, 2013 - cv-foundation.org
… Based on the attention theories of early works for visual saliency [17], we use the nodes on
the image boundary as background seeds, ie, the labelled data (query samples) to rank the …

A novel graph-based optimization framework for salient object detection

J Zhang, KA Ehinger, H Wei, K Zhang, J Yang - Pattern Recognition, 2017 - Elsevier
… of visual saliency are explicitly modeled in these classical graph-based optimization frameworks…
Based on this observation, we model one popular visual saliency property (visual rarity) …

The effect of eye movements in response to different types of scenes using a graph-based visual saliency algorithm

M Wahid, A Waris, SO Gilani, R Subramanian - Applied Sciences, 2019 - mdpi.com
… In this study, evidence of emotional salience associated with visual saliency model is explored.
A bottom-up saliency model Graph-Based Visual Saliency (GBVS) was used in the study …

Graph-based visual saliency model using background color

S Foolad, A Maleki - Journal of AI and Data Mining, 2018 - jad.shahroodut.ac.ir
visual saliency is a topic of recent interest. Here, we propose a graph-based method for saliency
… stages: pre-processing, initial saliency detection, and final saliency detection. The initial …

Graphbased saliency and ensembles of convolutional neural networks for glaucoma detection

S Serte, A Serener - IET Image Processing, 2021 - Wiley Online Library
… We now do graph-based visual saliency and then ensemble the single CNN architectures
of Section 4.1.1 using the methods of Section 2.5. First, we combine the single CNN …

Image based monument recognition using graph based visual saliency

G Kalliatakis, G Triantafyllidis - … Letters on Computer Vision and Image …, 2013 - vbn.aau.dk
… In Section 4, we briefly introduce the meaning and the use of the Graph Based Visual Saliency.
Section 5 elaborates the proposed method while in Section 6 both the experimental and …

SAR-oriented visual saliency model and directed acyclic graph support vector metric based target classification

M Amrani, F Jiang, Y Xu, S Liu… - IEEE Journal of Selected …, 2018 - ieeexplore.ieee.org
… algorithm based on a visual saliency model. First, an SAR-oriented graph-based visual
saliency model is introduced. Second, relying on the ability of our saliency model in highlighting …