FLANN:快速近似最近邻搜索算法用于阐明森林地区人类与野生动物的冲突

D. Suju, Hancy Jose
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引用次数: 20

摘要

近年来,大象事故越来越多。为了减轻这些伤亡,我们提出了一个基于Flann的Matcher和Flann(快速近似最近邻搜索库)系统,利用图像处理来监测大象的运动路径。这包括以下功能1。监测2号轨道上大象的活动。如果检测到大象的移动,向附近的火车站、机车驾驶员和森林范围官员发出警报。监测包括使用图像处理技术,通过应用背景减法和前景增强技术来检测大象。结果表明,与现有系统(没有FLANN)相比,该系统在检测和预防大象事故方面有了显着提高。
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FLANN: Fast approximate nearest neighbour search algorithm for elucidating human-wildlife conflicts in forest areas
Elephant accidents have been an increasing phenomenon in recent years. To mitigate these casualties, we propose a system Flann Based Matcher and FLANN (Fast Approximate Nearest Neighbor Search Library) using image processing to monitor the path of elephant movements. This involves the following functionalities 1. Monitoring elephant movement over the track 2. Alerting the nearby railway station, the locomotive pilot and the forest range officer if any such movement is detected Monitoring involves elephant detection using image processing by applying the techniques of background subtraction and foreground enhancement. The result shows significant improvement in detecting and preventing elephant accidents compared to the existing system (without FLANN).
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