论文标题
室内和室外场景中的蚂蚁殖民地运动轨迹的数据集用于社交集群行为研究
A dataset of ant colonies motion trajectories in indoor and outdoor scenes for social cluster behavior study
论文作者
论文摘要
许多研究人员已经研究了社交昆虫（例如蚂蚁）的运动和相互作用，以了解聚类机制。蚂蚁行为领域的大多数研究仅集中在室内环境上，而室外环境仍然没有被逐渐解散。在本文中，我们从不同的室内和室外场景收集了10个蚂蚁殖民地的视频。我们开发了一个名为VisualmarkData的图像序列标记软件，该软件使我们能够在视频中提供蚂蚁的注释。在所有5354帧中，记录每个蚂蚁的位置信息和标识号，总共有712只蚂蚁和114112注释。此外，我们提供了视觉分析工具来评估和验证数据的技术质量和可重复性。希望该数据集对蚂蚁殖民地的行为进行更深入的探索。
Motion and interaction of social insects (such as ants) have been studied by many researchers to understand the clustering mechanism. Most studies in the field of ant behavior have only focused on indoor environments, while outdoor environments are still underexplored. In this paper, we collect 10 videos of ant colonies from different indoor and outdoor scenes. And we develop an image sequence marking software named VisualMarkData, which enables us to provide annotations of ants in the video. In all 5354 frames, the location information and the identification number of each ant are recorded for a total of 712 ants and 114112 annotations. Moreover, we provide visual analysis tools to assess and validate the technical quality and reproducibility of our data. It is hoped that this dataset will contribute to a deeper exploration on the behavior of the ant colony.
