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Visual Saliency Estimation And Its Applications, Fei Xu
Visual Saliency Estimation And Its Applications, Fei Xu
All Graduate Theses and Dissertations, Spring 1920 to Summer 2023
The human visual system can automatically emphasize some parts of the image and ignore the other parts when seeing an image or a scene. Visual Saliency Estimation (VSE) aims to imitate this functionality of the human visual system to estimate the degree of human attention attracted by different image regions and locate the salient object. The study of VSE will help us explore the way human visual systems extract objects from an image. It has wide applications, such as robot navigation, video surveillance, object tracking, self-driving, etc.
The current VSE approaches on natural images models generic visual stimuli based on …