Results 1 to 10 of about 1,075,492 (158)

Small-Target Detection Algorithm Based on STDA-YOLOv8 [PDF]

Sensors
Due 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
doaj   +4 more sources

Underwater small target detection under YOLOv8-LA model [PDF]

Scientific Reports
In the realm of marine environmental engineering, the swift and accurate detection of underwater targets is of considerable significance. Recently, methods based on Convolutional Neural Networks (CNN) have been applied to enhance the detection of such ...
Shenming Qu, Can Cui, Jiale Duan, Yongyong Lu, Zilong Pang   +4 more
doaj   +4 more sources

Infrared Dim Small Target Detection Networks: A Review [PDF]

Sensors
In 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, Xuefeng Lai, Yucheng Xia, Jinmei Zhou   +3 more
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MPE-YOLO: enhanced small target detection in aerial imaging [PDF]

Scientific Reports
Aerial image target detection is essential for urban planning, traffic monitoring, and disaster assessment. However, existing detection algorithms struggle with small target recognition and accuracy in complex environments.
Jia Su, Yichang Qin, Ze Jia, Ben Liang
doaj   +4 more sources

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, Ding Han, Liang Wang, Ying Guo, Hongwei Du   +4 more
doaj   +3 more sources

DMS-YOLO: Small target detection algorithm based on YOLOv11. [PDF]

PLoS ONE
To 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
doaj   +3 more sources

Small-Target Detection Algorithm Based on Improved YOLOv11n [PDF]

Sensors
Target detection in UAV aerial photography scenarios faces challenges of small targets and complex backgrounds. Thus, we proposed an improved YOLOv11n small-target detection algorithm.
Ke Zeng, Wangsheng Yu, Xianxiang Qin, Siyu Long   +3 more
doaj   +2 more sources

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, Lina Jing, Chao Sun, Meijing Shan   +3 more
doaj   +1 more source

An Adaptive Infrared Small-Target-Detection Fusion Algorithm Based on Multiscale Local Gradient Contrast for Remote Sensing

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, Lin Qiu, Zhencai Zhu, Ning Sun, Hao Huang, Wai-Hung Ip, Kai-Leung Yung   +6 more
doaj   +1 more source

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, Hongyuan Wang, Zhiyong Qin, Jiaying Tang   +3 more
doaj   +1 more source