水下航行器计算机视觉系统视频帧形成过程的数学建模

S. Sakovich, Y. Siek
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引用次数: 0

摘要

用于调查和检查的水下航行器配备了基于摄像机的计算机视觉系统。这种水下航行器的效率取决于所使用的机载软件,其开发必须考虑到操作条件的特殊性。水下航行器的分离系统试验可以作为水下航行器运行条件的模拟。用于视频系统验证的模型应考虑环境、照明、机载摄像机的特性和水下航行器的动力学。在该模型中,基于可视化的原理图创建虚拟海底环境。模拟场景的光照计算采用光线追踪法。摄像机模型考虑了几何参数,如焦点、像素大小等。该模型使用透视投影规则来描述摄像机的操作。实际实现的数学模型可以同时模拟两台车载摄像机。该模型考虑了水下航行器的空间运动。该模型考虑了水下航行器的空间运动。模型的这个特性允许你控制线速度和角速度。考虑到这些特征使得从水下航行器的位置形成视频帧成为可能。本文提出了水下航行器形成海底视频帧的数学模型。
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Mathematical Modeling of the Process of Forming Video Frames by the Computer Vision System of an Underwater Vehicle
Underwater vehicles used for surveys and inspections are equipped with computer vision systems based on video cameras. The efficiency of such underwater vehicles depends on the onboard software used, the development of which must take into account the peculiarities of operating conditions. The separate system’s test of the underwater vehicle can be used as a simulation of the conditions for its operation. The model used for verification of the video system should take into account the environment, lighting, characteristics of on-board video cameras and the dynamics of the underwater vehicle. In the proposed model, the virtual seabed environment is created from a schematic image based on visualization. The calculation of the lighting of the simulated scene has a ray-tracing method. The camcorder model takes into account geometric parameters such as focus, pixel sizes, etc. That model uses perspective projection rules to describe the operation of the video camera. Practical implementation of the mathematical model can simulate two on-board video cameras at the same time. The developed model takes into account the spatial movement of the underwater vehicle. The developed model takes into account the spatial movement of the underwater vehicle. This feature of the model allows you to control linear and angular velocities. Considering these characteristics makes it possible to form video frames from the position of the underwater vehicle. This article presents the mathematical model of forming video frames of the seabed by an underwater vehicle.
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