DocumentCode
1790226
Title
Stitching algorithm applied to camera array images for the visualization of Tubbataha reef grounding scars
Author
Dagum, Laurice Janette ; Corpuz, Francis James ; Soriano, Maricor ; Jauod, Jaylord ; Capili, Eusebio ; Judilla, Roel John
Author_Institution
Nat. Inst. of Phys., Univ. of the Philippines - Diliman, Quezon City, Philippines
fYear
2014
fDate
14-19 Sept. 2014
Firstpage
1
Lastpage
7
Abstract
This paper presents a unique system specifically made to capture and create image mosaics of flat, wide, and shallow coral reefs at the Tubbataha Reefs Natural Park to assist in the rapid assessment of the reef scars caused by the grounding of the USS Guardian last January 17, 2013. This system is composed of an array of underwater cameras coupled with a GPS and depth logging device, and a mosaicking algorithm to stitch the images. The algorithm color corrects the images before creating panoramic strips of images across cameras. Linear regression is applied to the pixel shifts to smoothen values overlooked by the cross correlation function. The strips are then stitched across time to form image mosaics using modified fast image labeling. With an overlap of at least 30% between image frames, strips formed from an array of three cameras cover a distance more than twice the distance covered by a single camera.
Keywords
geophysical image processing; image segmentation; oceanographic equipment; oceanographic techniques; AD 2013 01 17; Camera Array Images; Tubbataha reef grounding scars; USS Guardian; depth logging device; image frames; image mosaics; image panoramic strips; linear regression; mosaicking algorithm; shallow coral reefs; stitching algorithm; underwater camera array; Arrays; Cameras; Correlation; Equations; Image color analysis; Linear regression; Strips; camera array; camera calibration; correlation; image and video processing; image mosaicking; regression; shallow coral reefs; stitching;
fLanguage
English
Publisher
ieee
Conference_Titel
Oceans - St. John's, 2014
Conference_Location
St. John´s, NL
Print_ISBN
978-1-4799-4920-5
Type
conf
DOI
10.1109/OCEANS.2014.7003154
Filename
7003154
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