scholarly journals A proto-object-based computational model for visual saliency

2013 ◽  
Vol 13 (13) ◽  
pp. 27 ◽  
Author(s):  
Victoria Yanulevskaya ◽  
Jasper Uijlings ◽  
Jan-Mark Geusebroek ◽  
Nicu Sebe ◽  
Arnold Smeulders
Keyword(s):  
Computational Model ◽  
Visual Saliency ◽  
Object Based

A Computational Model for Object-Based Visual Saliency: Spreading Attention Along Gestalt Cues

2016 ◽  
Vol 18 (2) ◽  
pp. 273-286 ◽  
Author(s):  
Jin-Gang Yu ◽  
Gui-Song Xia ◽  
Changxin Gao ◽  
Ashok Samal
Keyword(s):  
Computational Model ◽  
Visual Saliency ◽  
Object Based

An Object-Based Image Reducing Approach

2014 ◽  
Vol 1044-1045 ◽  
pp. 1049-1052 ◽  
Author(s):  
Chin Chen Chang ◽  
I Ta Lee ◽  
Tsung Ta Ke ◽  
Wen Kai Tai
Keyword(s):  
Visual Saliency ◽  
Saliency Map ◽  
Input Image ◽  
Image Size ◽  
Target Image ◽  
Feature Maps ◽  
Object Based ◽  
Wide Range

Common methods for reducing image size include scaling and cropping. However, these two approaches have some quality problems for reduced images. In this paper, we propose an image reducing algorithm by separating the main objects and the background. First, we extract two feature maps, namely, an enhanced visual saliency map and an improved gradient map from an input image. After that, we integrate these two feature maps to an importance map. Finally, we generate the target image using the importance map. The proposed approach can obtain desired results for a wide range of images.

Proto-object based visual saliency model with a motion-sensitive channel

2013 ◽  
Author(s):  
Jamal Lottier Molin ◽  
Alexander F. Russell ◽  
Stefan Mihalas ◽  
Ernst Niebur ◽  
Ralph Etienne-Cummings
Keyword(s):  
Visual Saliency ◽  
Saliency Model ◽  
Object Based ◽  
Visual Saliency Model

Object-Based Visual Saliency via Laplacian Regularized Kernel Regression

2017 ◽  
Vol 19 (8) ◽  
pp. 1718-1729 ◽  
Author(s):  
Hao Dou ◽  
Delie Ming ◽  
Zhi Yang ◽  
Zhihong Pan ◽  
Yansheng Li ◽  
...  
Keyword(s):  
Kernel Regression ◽  
Visual Saliency ◽  
Object Based
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