Results 11 to 20 of about 1,135,336 (304)

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
doaj   +3 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

A Simple and Efficient Network for Small Target Detection [PDF]

IEEE Access, 2019
Target detection based on deep learning is developing rapidly. However, small target detection is still a challenge. In this paper, a simple and efficient network for small target detection is proposed. We put forward to improve the detection performance of the small targets in three aspects.
Moran Ju, Jiangning Luo, Panpan Zhang, Miao He, Haibo Luo   +4 more
openalex   +3 more sources

A Scene Detection Complexity Metric for Infrared Small Target Detection [PDF]

Sensors
Infrared 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
doaj   +2 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 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   +2 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

YOLO-DSNet for Small Target Detection

Applied Sciences
Small 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, Huangleshuai He, Qike Zhi, Zhengyi Yang, Bocheng Han   +4 more
doaj   +2 more sources

Intelligent monitoring of small target detection using YOLOv8

Alexandria Engineering Journal
In complex scenes, small target face detection is crucial but often hampered by detection accuracy and efficiency limitations. Our method addresses these challenges by incorporating Gaussian noise, which is key in improving model robustness and ...
Lei Sun, Yang Shen
doaj   +2 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   +2 more sources