Artistic rendering of image

This is an experimental-based project aiming at using current computer vision technologies to extract the human out from the background automatically from portrait oil paintings and amateurish photographs. Human detection using Histogram of Oriented Gradients followed with Active Contour Model is ex...

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Main Author: Wang, Bei
Other Authors: Chan Kap Luk
Format: Final Year Project
Language:English
Published: 2011
Subjects:
Online Access:http://hdl.handle.net/10356/45764
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-457642023-07-07T17:43:55Z Artistic rendering of image Wang, Bei Chan Kap Luk School of Electrical and Electronic Engineering DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision This is an experimental-based project aiming at using current computer vision technologies to extract the human out from the background automatically from portrait oil paintings and amateurish photographs. Human detection using Histogram of Oriented Gradients followed with Active Contour Model is experimented at the initial phase of this project. However, the results are not as good as expected thus an alternative is explored with the aid of Kinect depth sensor, which captures the depth image and turns out to be a feasible way to get the human contour after some processing. Also, two basic rendering tools, histogram equalization and contrast stretching are experimented on the extracted human object layer to achieve aesthetic image enhancement. Bachelor of Engineering 2011-06-20T02:02:40Z 2011-06-20T02:02:40Z 2011 2011 Final Year Project (FYP) http://hdl.handle.net/10356/45764 en Nanyang Technological University 66 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
spellingShingle DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
Wang, Bei
Artistic rendering of image
description This is an experimental-based project aiming at using current computer vision technologies to extract the human out from the background automatically from portrait oil paintings and amateurish photographs. Human detection using Histogram of Oriented Gradients followed with Active Contour Model is experimented at the initial phase of this project. However, the results are not as good as expected thus an alternative is explored with the aid of Kinect depth sensor, which captures the depth image and turns out to be a feasible way to get the human contour after some processing. Also, two basic rendering tools, histogram equalization and contrast stretching are experimented on the extracted human object layer to achieve aesthetic image enhancement.
author2 Chan Kap Luk
author_facet Chan Kap Luk
Wang, Bei
format Final Year Project
author Wang, Bei
author_sort Wang, Bei
title Artistic rendering of image
title_short Artistic rendering of image
title_full Artistic rendering of image
title_fullStr Artistic rendering of image
title_full_unstemmed Artistic rendering of image
title_sort artistic rendering of image
publishDate 2011
url http://hdl.handle.net/10356/45764
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