INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016
open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15
A Review Paper on Salient Object Detection using Edge Preservation and Multi-Scale Contextual Neural Network
Authors Name:
Pooja Pandurang Ingole
, S.C. Nandedkar
Unique Id:
IJSDR1901046
Published In:
Volume 4 Issue 1, January-2019
Abstract:
Everywhere we go we take photographs, images, selfies etc for any social or private lifestyle of human being. That photos must be cleared, sharpened, filtered for this we have different techniques, application etc the one method is Salient Object Detection using Edge Preservation and Multi-Scale Contextual Neural Network. In this paper, we propose a novelty on edge preserving and multi-scale contextual neural networking for saliency. The full proposed framework architecture is mainly aims towards different address two ceiling of the existing CNN based methods. In recent years, salient object detection, which aims to detect object that most attracts people’s attention throughout an image scenes along with whole foreground and background, has been widely exploited. The center of attraction and focus is to get maximum optimized result using the techniques like edge preserving, contextual networking, multi-scaling, detecting the most particular important object. It has also been widely utilized for many computer vision tasks and digital image processing digital marketing, such as semantic segmentation, object tracking and image classification. These proposed framework achieves and optimizes the goals, targets both clear detection boundary of an input image and multi-scale contextual neural networks robustness simultaneously time being, and thus achieves an optimized performance results. Therefore, we get different and many more experimental results that’s sets higher benchmarks, result and applications using various datasets express that this designed proposed methods are to achieves through best and high leveled state-of-the-art performance optimally.
"A Review Paper on Salient Object Detection using Edge Preservation and Multi-Scale Contextual Neural Network", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.4, Issue 1, page no.261 - 265, January-2019, Available :http://www.ijsdr.org/papers/IJSDR1901046.pdf
Downloads:
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Publication Details:
Published Paper ID: IJSDR1901046
Registration ID:190040
Published In: Volume 4 Issue 1, January-2019
DOI (Digital Object Identifier):
Page No: 261 - 265
Publisher: IJSDR | www.ijsdr.org
ISSN Number: 2455-2631
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