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Spatio-Temporal Saliency Networks for Dynamic Saliency Prediction [PDF]
IEEE Transactions on Multimedia, 2018 Computational saliency models for still images have gained significant popularity in recent years. Saliency prediction from videos, on the other hand, has received relatively little interest from the community. Motivated by this, in this work, we study the use of deep learning for dynamic saliency prediction and propose the so-called spatio-temporal ...
Aykut Erdem +2 more
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The interaction between social saliency and perceptual saliency
Quarterly Journal of Experimental Psychology, 2016The ability to select visual targets in hierarchical stimuli can be affected by both perceptual saliency and social saliency. However, the functional relations between the effects are not understood. Here we examined whether these two factors interact or combine in an additive way.
Minghui, Liu, Jie, Sui
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Saliency Detection Based on Weighted Saliency Probability
2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), 2019The key to computer-based image recognition is to distinguish salient objects from the image background. However, it is still challenging to detect salient region when an object significantly touches the image boundaries. In this study, we present a novel salient region detection method based on a color space volume and a novel weighted saliency ...
Zuoyong Li, Taotao Lai, Xiaogen Zhou
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Static saliency vs. dynamic saliency
Proceedings of the 21st ACM international conference on Multimedia, 2013Recently visual saliency has attracted wide attention of researchers in the computer vision and multimedia field. However, most of the visual saliency-related research was conducted on still images for studying static saliency. In this paper, we give a comprehensive comparative study for the first time of dynamic saliency (video shots) and static ...
Tam V. Nguyen 0002 +5 more
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2014
Theories and models on saliency that predict where people look at focus on regular-density scenes. A crowded scene is characterized by the co-occurrence of a relatively large number of regions/objects that would have stood out if in a regular scene, and what drives attention in crowd can be significantly different from the conclusions in the regular ...
Ming Jiang 0019, Juan Xu, Qi Zhao 0001
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Theories and models on saliency that predict where people look at focus on regular-density scenes. A crowded scene is characterized by the co-occurrence of a relatively large number of regions/objects that would have stood out if in a regular scene, and what drives attention in crowd can be significantly different from the conclusions in the regular ...
Ming Jiang 0019, Juan Xu, Qi Zhao 0001
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Graphical Models and Image Processing, 1995
Abstract The distance transform has been used in computer vision for a number of applications such as matching and skeletonization. This paper proposes two things: (1) a multiscale distance transform to overcome the need to choose the appropriate scale and (2) the addition of various saliency factors such as edge strength, length, and curvature to ...
Paul L. Rosin, Geoff A. W. West
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Abstract The distance transform has been used in computer vision for a number of applications such as matching and skeletonization. This paper proposes two things: (1) a multiscale distance transform to overcome the need to choose the appropriate scale and (2) the addition of various saliency factors such as edge strength, length, and curvature to ...
Paul L. Rosin, Geoff A. W. West
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We review the fast-growing work on salience and economic behavior. Psychological research shows that salient stimuli attract human attention bottom up due to their high contrast with surroundings, their surprising nature relative to recalled experiences, or their prominence.
Theodore Wasserman +1 more
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Theodore Wasserman +1 more
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Integrating Global Saliency and Local Saliency into Saliency Detection
International Journal of Digital Content Technology and its Applications, 2013Jun Yang -, Tusheng Lin -, Bi Li -
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Prepayment, Salience, and Welfare
Does prepayment enhance consumer responsiveness to energy prices when advanced technologies are unaffordable? We exploit two overlapping Indonesian policy reforms—a nationwide prepaid electricity meter conversion and a 35% tariff increase affecting some customer groups but not others—to estimate how prepayment affects price elasticity.Imelda . +2 more
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