Title :
Enhancement of Underwater Videomosaics for Post-processing
Author :
Rzhanov, Y. ; Gu, Fan
Author_Institution :
New Hampshire Univ., Durham
fDate :
Sept. 29 2007-Oct. 4 2007
Abstract :
Mosaics of seafloor created from still images or video acquired underwater have proved to be useful for construction of maps of forensic and archeological sites, species´ abundance estimates, habitat characterization, etc. Images taken by a camera mounted on a stable platform are registered (at first pair-wise and then globally) and assembled in a high resolution visual map of the surveyed area. While this map is usually sufficient for a human orientation and even quantitative measurements, it often contains artifacts that complicate an automatic post-processing (for example, extraction of shapes for organism counting, or segmentation for habitat characterization). The most prominent artifacts are inter-frame seams caused by inhomogeneous artificial illumination, and local feature misalignments due to parallax effects - result of an attempt to represent a 3D world on a 2D map. In this paper we propose two image processing techniques for mosaic quality enhancement - median mosaic-based illumination correction suppressing appearance of inter-frame seams, and micro warping decreasing influence of parallax effects.
Keywords :
image processing; image sensors; oceanographic techniques; seafloor phenomena; underwater equipment; Median Mosaic-based Illumination Correction; Micro Warping; archeological site; automatic post-processing; camera images; forensic site; image processing techniques; map construction; mosaic quality enhancement; pattern recognition; seafloor mosaics; shape extraction; species abundance estimation; underwater videomosaics; video acquisition; Assembly; Cameras; Forensics; Humans; Image resolution; Image segmentation; Lighting; Organisms; Sea floor; Shape measurement;
Conference_Titel :
OCEANS 2007
Conference_Location :
Vancouver, BC
Print_ISBN :
978-0933957-35-0
Electronic_ISBN :
978-0933957-35-0
DOI :
10.1109/OCEANS.2007.4449276