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IR-WSANet: A lightweight network with frequency-spatial joint optimization for infrared small target detection [PDF]
Scientific ReportsInfrared Small Target Detection (IRSTD) holds significant application value in military operations, early warning and surveillance, aerospace, and other fields.
Zhan Jin, Haonan Chen, Jiaxiang Chen
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A Scene Detection Complexity Metric for Infrared Small Target Detection [PDF]
SensorsInfrared small target detection is widely used in aerospace surveillance, maritime search and rescue, and military reconnaissance. However, the performance of detection algorithms is highly dependent on scene characteristics, and methods that perform ...
Zhiyuan Huang, Zhiyong Zhang
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DMS-YOLO: Small target detection algorithm based on YOLOv11. [PDF]
PLoS ONETo address the challenges in vehicle detection from unmanned aerial vehicle (UAV) overhead images, such as small object size, low resolution, complex background, and scale variation, this paper proposes several targeted improvements to the YOLOv11n model.
Minyu Huang, Wengang Jiang
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Infrared Small Maritime Target Detection Based on Integrated Target Saliency Measure
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021 Robust and effective detection of a small target in an infrared maritime image is a key technology of maritime target search and tracking applications. Infrared small target detection is a challenging task due to the factors such as dim small targets and
Ping Yang, Lili Dong, Wenhai Xu
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Small-Target Detection Algorithm Based on STDA-YOLOv8 [PDF]
SensorsDue to the inherent limitations of detection networks and the imbalance in training data, small-target detection has always been a challenging issue in the field of target detection. To address the issues of false positives and missed detections in small-
Cun Li, Shuhai Jiang, Xunan Cao
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Infrared Dim Small Target Detection Networks: A Review [PDF]
SensorsIn recent years, with the rapid development of deep learning and its outstanding capabilities in target detection, innovative methods have been introduced for infrared dim small target detection.
Yongbo Cheng +3 more
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Contextualized Small Target Detection Network for Small Target Goat Face Detection
Animals, 2023 With the advancement of deep learning technology, the importance of utilizing deep learning for livestock management is becoming increasingly evident. goat face detection provides a foundation for goat recognition and management.
Yaxin Wang +4 more
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YOLOX++ for Transmission Line Abnormal Target Detection
IEEE Access, 2023 The detection of abnormal targets in transmission lines plays a significant role in maintaining the stability and safety of transmission systems. To achieve improved detection performance for abnormal targets, we propose a new target detector based on ...
Zhongqin Bi +3 more
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Micromachines, 2023 Space vehicles such as missiles and aircraft have relatively long tracking distances. Infrared (IR) detectors are used for small target detection. The target presents point target characteristics, which lack contour, shape, and texture information.
Juan Chen +6 more
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UAV Target Detection Algorithm Based on Improved YOLOv8
IEEE Access, 2023 Since UAVs usually fly at higher altitudes, resulting in a more significant proportion of small targets after imaging, this poses a challenge to the target detection algorithm at this stage; in addition, the high-speed flight of UAVs causes a sense of ...
Feng Wang +3 more
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