Keyword

saliency models

Description: Saliency models are computational or theoretical accounts of how visual attention prioritizes prominent regions, objects, or features.

Primary topic: Visual Attention and Saliency Detection (65%)

OpenAlex ID: keywords/saliency-models

What Do Different Evaluation Metrics Tell Us About Saliency Models?

2018 · Zoya Bylinskii, Tilke Judd, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 832

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Task and context determine where you look

2008 · Constantin A. Rothkopf, Dana H. Ballard, et al. · Journal of Vision · 363

Predicting human gaze beyond pixels

2014 · J. Xu, M. Jiang, et al. · Journal of Vision · 353

Quantifying the contribution of low-level saliency to human eye movements in dynamic scenes

2005 · Laurent Itti · Visual Cognition · 332

A simple saliency model predicts a number of motion popout phenomena

1999 · Ruth Rosenholtz · Vision Research · 235

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Analysis of Scores, Datasets, and Models in Visual Saliency Prediction

2013 · Ali Borji, Hamed R. Tavakoli, et al. · IEEE International Conference on Computer Vision (ICCV) · 230

Visual causes versus correlates of attentional selection in dynamic scenes

2006 · Ran Carmi, Laurent Itti · Vision Research · 227

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CAT2000: A Large Scale Fixation Dataset for Boosting Saliency Research

2015 · Borji, Ali, Itti, Laurent · arXiv (Cornell University) · 212

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Exploiting Saliency for Object Segmentation from Image Level Labels

2017 · Seong Joon Oh, Rodrigo Benenson, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 205

Dysregulated Brain Dynamics in a Triple-Network Saliency Model of Schizophrenia and Its Relation to Psychosis

2018 · Kaustubh Supekar, Weidong Cai, et al. · Biological Psychiatry · 197

What stands out in a scene? A study of human explicit saliency judgment

2013 · Ali Borji, Dicky N. Sihite, et al. · Vision Research · 167

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What do saliency models predict?

2014 · K. Koehler, F. Guo, et al. · Journal of Vision · 148

How Do Drivers Allocate Their Potential Attention? Driving Fixation Prediction via Convolutional Neural Networks

2019 · Tao Deng, Hongmei Yan, et al. · IEEE Transactions on Intelligent Transportation Systems · 130

An In Depth View of Saliency

2013 · Arridhana Ciptadi, Tucker Hermans, et al. · British Machine Vision Conference (BMVC) · 125

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Automatic salient object extraction with contextual cue

2011 · Le Wang, Jianru Xue, et al. · International Conference on Computer Vision · 117

Search asymmetries? What search asymmetries?

2001 · Ruth Rosenholtz · Perception & Psychophysics · 117

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Dynamic Whitening Saliency

2016 · Víctor Leborán, Antón García-Díaz, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 97

Human-Monkey Gaze Correlations Reveal Convergent and Divergent Patterns of Movie Viewing

2010 · Stephen V. Shepherd, Shawn A. Steckenfinger, et al. · Current Biology · 90

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Understanding Visual Saliency in Mobile User Interfaces

2020 · Luis A. Leiva, Yunfei Xue, et al. · International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · 83

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Salient region detection for stereoscopic images

2014 · Xingxing Fan, Zhi Liu, et al. · 82

AVtrack360

2018 · Stephan Fremerey, Ashutosh Singla, et al. · ACM Multimedia Systems Conference (MMSys) · 75

Overview of Eye tracking Datasets

2013 · Stefan Winkler, Ramanathan Subramanian · International Workshop on Quality of Multimedia Experience (QoMEX) · 70

Mobile robot vision navigation & localization using Gist and Saliency

2010 · Chin-Kai Chang, Christian Siagian, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 70

Decorrelation and Distinctiveness Provide with Human-Like Saliency

2009 · Antón Garcia-Diaz, Xosé R. Fdez-Vidal, et al. · Lecture notes in computer science · 70

Disentangling bottom-up versus top-down and low-level versus high-level influences on eye movements over time

2019 · Heiko H. Schütt, Lars O. M. Rothkegel, et al. · Journal of Vision · 69

Works count: 415

Citation count: 7,330