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Real-time underwater 3D scene reconstruction using commercial depth sensor

Anwer, A. and Ali, S.S.A. and Khan, A. and Meriaudeau, F. (2017) Real-time underwater 3D scene reconstruction using commercial depth sensor. USYS 2016 - 2016 IEEE 6th International Conference on Underwater System Technology: Theory and Applications . pp. 67-70.

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Official URL: https://www.scopus.com/inward/record.uri?eid=2-s2....

Abstract

This paper presents preliminary work to utilize a commercial time of flight depth camera for real-time 3D scene reconstruction of underwater objects. Typical RGB stereo camera imaging for 3D capturing suffers from blur and haziness due to turbidity of water in addition to critical dependence on light, either from natural or artificial sources. We propose a method for repurposing the low-cost Microsoft Kinect™ Time of Flight camera for underwater environment enabling dense depth data acquisition that can be processed in real time. Our motivation is the ease of use and low cost of the device for high quality real-time scene reconstruction as compared to multi view stereo cameras, albeit at a smaller range. Preliminary results of depth data acquisition and surface reconstruction in underwater environment are also presented. The novelty of our work is the utilization of the Kinect depth camera for real-time 3D mesh reconstruction and our main objective is to develop an economical and compact solution for underwater 3D mapping. © 2016 IEEE.

Item Type:Article
Impact Factor:cited By 1
Departments / MOR / COE:Centre of Excellence > Center for Intelligent Signal and Imaging Research
ID Code:20098
Deposited By: Ahmad Suhairi
Deposited On:22 Apr 2018 14:41
Last Modified:22 Apr 2018 14:41

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