论文标题
一种高性能的方法，用于检测长远远距离低品质红外视频的小目标
A high performance approach to detecting small targets in long range low quality infrared videos
论文作者
论文摘要
由于目标在远程红外（IR）视频中很小，因此准确检测这些视频中的目标是一项挑战。在本文中，我们提出了一种高性能方法来检测远距离和低质量红外视频的小目标。我们的方法包括一个视频分辨率增强模块，这是一个基于局部强度和梯度（LIG），连接的组件（CC）分析模块的经过验证的小目标检测器以及一个从多个帧连接检测的轨道关联模块。使用基准数据集的3500 m至5000 m范围内的实际中波红外（MWIR）视频进行了广泛的实验清楚地证明了该方法的功效。
Since targets are small in long range infrared (IR) videos, it is challenging to accurately detect targets in those videos. In this paper, we propose a high performance approach to detecting small targets in long range and low quality infrared videos. Our approach consists of a video resolution enhancement module, a proven small target detector based on local intensity and gradient (LIG), a connected component (CC) analysis module, and a track association module to connect detections from multiple frames. Extensive experiments using actual mid-wave infrared (MWIR) videos in ranges between 3500 m and 5000 m from a benchmark dataset clearly demonstrated the efficacy of the proposed approach.
