Motion Detection for Surveillance Applications

This dataset, presents the results of motion detection experiments conducted on five distinct datasets sourced from changedetection.net: bungalows, boats, highway, fall and pedestrians. The motion detection process was executed using two distinct algorithms: the original ViBe algorithm proposed by Barnich et al. (G-ViBe) and the CCTV-optimized ViBe algorithm known as α-ViBe.Within the provided main zip file, users will find the detection results for each of these algorithms applied to each dataset, with all images stored in the PNG format. Additionally, the zip file includes accompanying .txt files, which present the confusion matrices for each result folder pertaining to every dataset. 本数据集收录了从changedetection.net平台获取的5个独立数据集的运动检测实验结果，涉及的数据集分别为bungalows、boats、highway、fall及pedestrians。本次运动检测流程采用两种不同算法实现：其一为Barnich等人提出的原始ViBe算法（G-ViBe），其二为针对闭路电视（CCTV）优化的ViBe算法α-ViBe。在提供的主压缩包文件内，用户可获取各算法针对各数据集的检测结果，所有结果图像均以PNG格式存储。此外，该压缩包还附带配套的.txt格式文件，用于展示每个数据集对应结果文件夹的混淆矩阵。