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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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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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YOLO-DSNet for Small Target Detection
Applied SciencesSmall target detection in Unmanned Aerial Vehicle (UAV) applications is often plagued by inherent challenges such as small object sizes, sparse information, and complex background interference.
Haokun Xu +4 more
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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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An Improved SSD for small target detection [PDF]
2021 6th International Conference on Multimedia and Image Processing, 2021 SSD is one of heuristic one-stage target detection approaches. Although it has got impressive results in general target detection, it still struggles in small-size object detection and precise location. In this paper, we proposed an improved SSD which forces on the small-size target detection.
Xiang Li, Haibo Luo
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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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