地形专用实时像素化伪装纹理生成及其影响评估

Pub Date : 2022-12-06 DOI:10.14429/dsj.72.17599
Sachi Choudhary, Rashmi Sharma
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引用次数: 0

摘要

“伪装”是一种自然或本质上相同的现象,视觉的感觉路线被延迟以避免视觉检测。降低探测能力并隐藏在背景环境中对陆军车辆、装备和士兵至关重要。这项研究旨在实现一个生成特定于地形的数字伪装图案的过程。经过调整的数字图案有助于物体对称地融入背景环境。像素化纹理结合了宏观和微观设计,与周围的灌木、树木、树枝和阴影融为一体。本文提出的技术包括以下主要模块:地形分类模型、像素化伪装纹理生成和纹理评估。已经进行了实验来检测场景中的伪装对象,以评估为自然环境生成的伪装纹理的性能。用于隐藏物体检测的照片模拟和显著性图已用于评估给定地形的生成纹理的有效性
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Terrain Specific Real Time Pixelated Camouflage Texture Generation & its Impact Assessment
“Camouflage” is a natural or nature identical phenomenon where the sensory route of vision is delayed toavoid visual detection. Reducing detection capability and hiding in the background environment is critical for Army vehicles, equipment, and soldiers. This research aims to implement a process that will generate digital camouflage patterns specific to the terrain. The adapted digital pattern helps an object blend symmetrically into the background environment. Pixelated textures combine macro and micro designs that blend with ambient shrubs, trees, branches, and shadows. The technique presented in this paper consists of the following main modules: terrain classification model, pixelated camouflage texture generation, and texture evaluation. Experiments have been conducted to detect camouflage objects in the scene to evaluate the performance of the resultant camouflage texture generated for a natural environment. Photo simulation and saliency maps for hidden object detection have been used to evaluate the effectiveness of generated textures for a given terrain
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