SURF algorithm-based panoramic image mosaic application

Panoramic image mosaic is a technology to match a series of images which are overlapped with each other. Panoramic image mosaics can be used for different applications. Image mosaic has important values in various applications such as computer vision, remote sensing image processing, medical image a...

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Main Authors: Watada, J., Zhang, H., Melo, H., Wang, J., Vasant, P.
Format: Article
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.21293 /
Published: Springer Science and Business Media Deutschland GmbH 2018
Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85026725131&doi=10.1007%2f978-3-319-63856-0_43&partnerID=40&md5=f0183426e0a728260efff6d1f7a638ae
http://eprints.utp.edu.my/21293/
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spelling utp-eprints.212932019-02-26T03:17:58Z SURF algorithm-based panoramic image mosaic application Watada, J. Zhang, H. Melo, H. Wang, J. Vasant, P. Panoramic image mosaic is a technology to match a series of images which are overlapped with each other. Panoramic image mosaics can be used for different applications. Image mosaic has important values in various applications such as computer vision, remote sensing image processing, medical image analysis and computer graphics. Image mosaics also can be used in moving object detection with a dynamic camera. After getting the panoramic background of the video for detection, we can compare every frame in the video with the panoramic background, and finally detect the moving object. To build the image mosaic, SURF (Speeded Up Robust Feature) algorithm is used in feature detection and OpenCV is used in the programming. Because of special optimization in image fusion, the result becomes stable and smooth. © Springer International Publishing AG 2018. Springer Science and Business Media Deutschland GmbH 2018 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85026725131&doi=10.1007%2f978-3-319-63856-0_43&partnerID=40&md5=f0183426e0a728260efff6d1f7a638ae Watada, J. and Zhang, H. and Melo, H. and Wang, J. and Vasant, P. (2018) SURF algorithm-based panoramic image mosaic application. Smart Innovation, Systems and Technologies, 81 . pp. 349-358. http://eprints.utp.edu.my/21293/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description Panoramic image mosaic is a technology to match a series of images which are overlapped with each other. Panoramic image mosaics can be used for different applications. Image mosaic has important values in various applications such as computer vision, remote sensing image processing, medical image analysis and computer graphics. Image mosaics also can be used in moving object detection with a dynamic camera. After getting the panoramic background of the video for detection, we can compare every frame in the video with the panoramic background, and finally detect the moving object. To build the image mosaic, SURF (Speeded Up Robust Feature) algorithm is used in feature detection and OpenCV is used in the programming. Because of special optimization in image fusion, the result becomes stable and smooth. © Springer International Publishing AG 2018.
format Article
author Watada, J.
Zhang, H.
Melo, H.
Wang, J.
Vasant, P.
spellingShingle Watada, J.
Zhang, H.
Melo, H.
Wang, J.
Vasant, P.
SURF algorithm-based panoramic image mosaic application
author_sort Watada, J.
title SURF algorithm-based panoramic image mosaic application
title_short SURF algorithm-based panoramic image mosaic application
title_full SURF algorithm-based panoramic image mosaic application
title_fullStr SURF algorithm-based panoramic image mosaic application
title_full_unstemmed SURF algorithm-based panoramic image mosaic application
title_sort surf algorithm-based panoramic image mosaic application
publisher Springer Science and Business Media Deutschland GmbH
publishDate 2018
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85026725131&doi=10.1007%2f978-3-319-63856-0_43&partnerID=40&md5=f0183426e0a728260efff6d1f7a638ae
http://eprints.utp.edu.my/21293/
_version_ 1741196436294336512
score 11.62408

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