WebMar 1, 2024 · Infrared imaging has been an efficient anti-drone approach due to its low-cost, anti-interference and all-weather working characteristics. However, the detection of Unmanned Aerial Vehicle (UAV) through infrared camera is still a challenging issue because infrared targets in the field-of-view are usually small and lack of shape and texture features. WebMay 1, 2024 · Although many infrared small target detection approaches have been proposed, how to robustly detect small targets in poor quality infrared images remains a challenge. Since existing feature descriptors are often sensitive to the quality of infrared images, this paper advocates the use of a local steering kernel (LSK) to encode the …
Detection and tracking of infrared small target by jointly using SSD …
WebMar 18, 2024 · In this paper, according to the three characteristics of small UAV targets, namely shape, gray value and isolation, we proposed a novel detection method based on peaks seeking and adaptive region growth. Firstly, the image is filtered by a global filter and deleted redundant information. WebNov 6, 2024 · The proposed algorithm is tested in simulation experiments on VisDrone2024 dataset, and the experimental results show that the model improves 7% over the base model with almost no impact on speed, and the detection accuracy of small targets is … greenpan lima ceramic non-stick cookware set
Small Target Detection for UAV Aerial Images Based on Improved …
WebAn infrared small target is a target with the contrast ratio less than 0.15, the signal-to-noise ratio less than 1.5, and total pixels less than 0.15% of the entire image [6]. The small … WebA novel small infrared aerial target detection method using spatial and temporal cues is proposed in this paper. First, using spatial cues, we take target candidate detection as a binary classification problem. Target candidates in each single frame are detected via … WebJun 1, 2024 · In general vision tasks, the small target area generally accounts for approximately 1% of the image [19], while the infrared small target may only account for 0.1% or less of the image. In addition, the semantic connection between the target and the background is often weak in the actual infrared small target detection task. greenpan levels hard anodized stackable