Improvised Salient Object Detection and Manipulation

In case of salient subject recognition, computer algorithms have been heavily relied on scanning of images from top-left to bottom-right systematically and apply brute-force when attempting to locate objects of interest. Thus, the process turns out to be quite time consuming. Here a novel approach a...

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Published inInternational journal of image, graphics and signal processing Vol. 8; no. 2; pp. 53 - 60
Main Author Maity, Abhishek
Format Journal Article
LanguageEnglish
Published Hong Kong Modern Education and Computer Science Press 08.02.2016
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Abstract In case of salient subject recognition, computer algorithms have been heavily relied on scanning of images from top-left to bottom-right systematically and apply brute-force when attempting to locate objects of interest. Thus, the process turns out to be quite time consuming. Here a novel approach and a simple solution to the above problem is discussed. In this paper, we implement an approach to object manipulation and detection through segmentation map, which would help to de-saturate or, in other words, wash out the background of the image. Evaluation for the performance is carried out using the Jaccard index against the well-known Ground-truth target box technique.
AbstractList In case of salient subject recognition, computer algorithms have been heavily relied on scanning of images from top-left to bottom-right systematically and apply brute-force when attempting to locate objects of interest. Thus, the process turns out to be quite time consuming. Here a novel approach and a simple solution to the above problem is discussed. In this paper, we implement an approach to object manipulation and detection through segmentation map, which would help to de-saturate or, in other words, wash out the background of the image. Evaluation for the performance is carried out using the Jaccard index against the well-known Ground-truth target box technique.
Author Maity, Abhishek
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CorporateAuthor Department of Computer Science and Engineering, Guru Nanak Institute of Technology, India
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Snippet In case of salient subject recognition, computer algorithms have been heavily relied on scanning of images from top-left to bottom-right systematically and...
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