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Since targets are small in long range infrared (IR) videos, it is challengingto accurately detect targets in those videos. In this paper, we propose a highperformance approach to detecting small targets in long range and low qualityinfrared videos. Our approach consists of a video resolution enhancementmodule, a proven small target detector based on local intensity and gradient(LIG), a connected component (CC) analysis module, and a track associationmodule to connect detections from multiple frames. Extensive experiments usingactual mid-wave infrared (MWIR) videos in ranges between 3500 m and 5000 m froma benchmark dataset clearly demonstrated the efficacy of the proposed approach.

A high performance approach to detecting small targets in long range low quality infrared videos