Advanced situational awareness and obstacle detection using a monocular camera

Abhijit Bhoite, N. Beke, Sashank Nanduri, Timothy Duffy, M. Torres
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引用次数: 1

Abstract

This paper presents a modular approach for a high resolution monocular camera based system to detect, track, and display potential obstacles and navigational threats to soldiers and operators for manned and unmanned ground vehicles. This approach enhances situational awareness by integrating obstacle detection and motion tracking algorithms with virtual pan-zoom-tilt (VPZT) techniques, enabling soldiers to interactively view an arbitrary region of interest (ROI) at the highest captured resolution. Depth determination from a single imager is challenging and an approach for depth information, along with size and motion information is developed to assign a threat level to each obstacle.
使用单目摄像机的先进态势感知和障碍物检测
本文提出了一种基于高分辨率单目摄像机系统的模块化方法,用于探测、跟踪和显示对士兵和有人驾驶和无人驾驶地面车辆操作员的潜在障碍和导航威胁。这种方法通过将障碍物检测和运动跟踪算法与虚拟平移-倾斜(VPZT)技术相结合,增强了态势感知能力,使士兵能够以最高捕获分辨率交互式地查看任意感兴趣区域(ROI)。从单个成像仪确定深度是具有挑战性的,因此开发了一种深度信息以及大小和运动信息的方法来为每个障碍物分配威胁级别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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