View Transformation Based on a Single Outdoor Image
Abstract An automatic approach for view transformation based on a single outdoor image is proposed in this paper. First, the hierarchical segmentation method is conducted to segment an outdoor image into several meaningful regions and each region is labelled as sky, ground or standing object. Then,...
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Online Access: | https://doi.org/10.5772/56357 |
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doaj-ac223896341e4676ad45c0f6a0fce6642020-11-25T03:15:32ZengSAGE PublishingInternational Journal of Advanced Robotic Systems1729-88142013-05-011010.5772/5635710.5772_56357View Transformation Based on a Single Outdoor ImageShi-Hui Zhang0Shuo Yan1 College of Information Science and Engineering, Yanshan University, China Kunshan Branch Institute of Microelectronics of Chinese Academy of Sciences, ChinaAbstract An automatic approach for view transformation based on a single outdoor image is proposed in this paper. First, the hierarchical segmentation method is conducted to segment an outdoor image into several meaningful regions and each region is labelled as sky, ground or standing object. Then, different methods are used to estimate each region's depth according to its label. After that, the obtained depth information is utilized to create a new view image after any rotation, translation and pitch. Finally, the image inpainting work for the missing colour region is accomplished using its neighbour's colour. Extensive experiments show the proposed approach not only improves the accuracy of view transformation, but also performs well even for images with occlusion phenomena.https://doi.org/10.5772/56357 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Shi-Hui Zhang Shuo Yan |
spellingShingle |
Shi-Hui Zhang Shuo Yan View Transformation Based on a Single Outdoor Image International Journal of Advanced Robotic Systems |
author_facet |
Shi-Hui Zhang Shuo Yan |
author_sort |
Shi-Hui Zhang |
title |
View Transformation Based on a Single Outdoor Image |
title_short |
View Transformation Based on a Single Outdoor Image |
title_full |
View Transformation Based on a Single Outdoor Image |
title_fullStr |
View Transformation Based on a Single Outdoor Image |
title_full_unstemmed |
View Transformation Based on a Single Outdoor Image |
title_sort |
view transformation based on a single outdoor image |
publisher |
SAGE Publishing |
series |
International Journal of Advanced Robotic Systems |
issn |
1729-8814 |
publishDate |
2013-05-01 |
description |
Abstract An automatic approach for view transformation based on a single outdoor image is proposed in this paper. First, the hierarchical segmentation method is conducted to segment an outdoor image into several meaningful regions and each region is labelled as sky, ground or standing object. Then, different methods are used to estimate each region's depth according to its label. After that, the obtained depth information is utilized to create a new view image after any rotation, translation and pitch. Finally, the image inpainting work for the missing colour region is accomplished using its neighbour's colour. Extensive experiments show the proposed approach not only improves the accuracy of view transformation, but also performs well even for images with occlusion phenomena. |
url |
https://doi.org/10.5772/56357 |
work_keys_str_mv |
AT shihuizhang viewtransformationbasedonasingleoutdoorimage AT shuoyan viewtransformationbasedonasingleoutdoorimage |
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1724638956585222144 |