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A theoretical 2D image model for locating 3D targets
Authors:Jiafa Mao  Weiguo Sheng  Tasawar Hayat  Xiaohui Liu
Affiliation:1. College of Computer Science and Technology, ZheJiang University of Technology, HangZhou, China;2. Department of Mathematics, Quaid-I-Azam University, Islamabad, Pakistan;3. Nonlinear Analysis and Applied Mathematics (NAAM) Research Group, Department of Mathematics, Faculty of Science, King Abdulaziz University, Jeddah, Saudi Arabia;4. Department of Computer Science, Brunel University, London, UK
Abstract:To construct a water quality monitoring system, challenging issues need to be addressed regarding the acquisition of target information (e.g. 3D location and occlusion) as well as the behavioural analysis of aquatic organisms. This paper presents a novel 3D information acquisition and location method, by means of an information acquisition platform consisting of a monitoring terminal, frame grabbers, a single camera and a single mirror. Using this platform, we propose a theoretical 2D image model for locating 3D targets and then validate it using data obtained from both real and artificial fish. The proposed model is based on the principles of light refraction, plane mirror imaging, underwater objects and camera imaging as well as the technologies of digital to analog conversion and object segmentation. In contrast with existing methods, our method can accurately reflect 3D information of aquatic organisms, thus providing critical technical support for the development of water quality monitoring systems in the future.
Keywords:Water quality monitoring  plane mirror imaging  underwater objects imaging  three-dimensional location  target segmentation
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