Výsledky vyhľadávania - Object Detection Algorithms

Enhanced safety implementation in 5S + 1 via object detection algorithms Autor Shahin, Mohammad, Chen, F. Frank, Hosseinzadeh, Ali, Khodadadi Koodiani, Hamid, Bouzary, Hamed, Shahin, Awni

“… This paper aims to show how Industry 4.0 technologies such as computer-based vision and object detection algorithms can help implement the 6 th S in 5S…”
Získať plný text

SOCR‐YOLO: Small Objects Detection Algorithm in Medical Images Autor Liu, Yongjie, Li, Yang, Jiang, Mingfeng, Wang, Shuchao, Ye, Shitai, Walsh, Simon, Yang, Guang

“…ABSTRACT In the field of medical image analysis, object detection plays a crucial role by providing interpretable diagnostic information to healthcare professionals…”
Získať plný text

EA‐YOLO: An Efficient and Accurate UAV Image Object Detection Algorithm Autor Dong, Dehao, Li, Jianzhuang, Liu, Haiying, Deng, Lixia, Gu, Jason, Liu, Lida, Li, Shuang

“…An improved EA‐YOLO object detection algorithm based on YOLOv5 is proposed to address the issues of drastic changes in target scale, low detection accuracy, and high miss rate in unmanned aerial vehicle aerial photography scenarios…”
Získať plný text

ED-YOLO: an object detection algorithm for drone imagery focusing on edge information and small object features: ED-YOLO: an object detection algorithm for drone imagery focusing on edge information and Autor Li, Wenzao, Xiao, Linsong, Yao, Sai, Hou, Chengyu, Wen, Zhan, Ren, Dehao

“… object detection models to operate efficiently on drones make small object detection based on drone…”
Získať plný text

Automated diabetic retinopathy grading and lesion detection based on the modified R-FCN object-detection algorithm Autor Wang, Jialiang, Luo, Jianxu, Liu, Bin, Feng, Rui, Lu, Lina, Zou, Haidong

“…) grading and DR lesion detection in retinal fundus images. We propose a modified object-detection method for this task via a region-based fully convolutional network (R-FCN…”
Získať plný text

YOLO-EDGE: an object detection algorithm for traffic scenarios: YOLO-EDGE: An Object Detection Algorithm For Traffic Autor Li, Yanshun, Zheng, Quanfeng, Xu, Shuobo, Wang, Peng, Wang, Yuhai, Song, Ze, Guo, Mengwei

“…Traffic scene detection plays a crucial role in autonomous driving, with object detection being a fundamental task within this domain…”
Získať plný text

KSSD: single-stage multi-object detection algorithm with higher accuracy Autor Hou, Qingshan, Xing, Jinsheng

“…–Leibler single shot multibox detection (KSSD) object detection algorithm is proposed to improve the accuracy of small- and medium-sized objects detection…”
Získať plný text

YOLO-Lite: Lightweight Object Detection Algorithm Design and Optimization in Power System Inspection: YOLO-Lite: Lightweight Object Detection Algorithm Design Autor Lu, Lihui, Liu, Li, Chen, Jiaqi, Liu, Jianguo, Wu, Xinyuan

“…Transmission line insulators are critical components for stable grid operation, but their condition detection is often compromised by motion-induced image blurring during UAV inspections, leading…”
Získať plný text

Loess Landslide Detection Using Object Detection Algorithms in Northwest China Autor Ju, Yuanzhen, Xu, Qiang, Jin, Shichao, Li, Weile, Su, Yanjun, Dong, Xiujun, Guo, Qinghua

“… Therefore, this study uses the object detection method of deep learning to identify old loess landslides with Google Earth images…”
Získať plný text

CTS-YOLO: Real-Time Object Detection Algorithm Based on Improved YOLO11 in Complex Traffic Scenarios: CTS-YOLO: Real-Time Object Detection Algorithm Based on Improved YOLO11 in Complex Traffic Scenarios Autor Gao, Xingcheng, Huang, Keya, Li, Peiyu

“… These demands impose higher requirements on the precision and robustness of object detectors. To address this, this paper improves the YOLO11n object detection algorithm and proposes the CTS-YOLO model…”
Získať plný text

Improved Fast YOLO One-Stage Object Detection Algorithm for Detecting Objects in Images Autor Gonten, Fidelis Nfwan, Genevra, Dr. Ezekwe, Chinwe, Unekwuojo, Otene Patience

“… A one-stage object detection algorithm, YOLO (You Only Look Once), used for object classification and localization, performs great, especially in detecting objects in real time…”
Získať plný text

FT-YOLO: a UAV-oriented small-object detection algorithm based on feature enhancement and task synchronization: FT-YOLO: a UAV-oriented small-object detection algorithm Autor Jin, Bing, Lu, Zhimin, He, Lesheng, Yu, Pengfei

“… To address the above issues, this paper proposes FT-YOLO, an algorithm designed for small-object detection in UAV imagery…”
Získať plný text

Use of Open-Source Object Detection Algorithms to Detect Palmer Amaranth (Amaranthus palmeri) in Soybean Autor Barnhart, Isaac H., Lancaster, Sarah, Goodin, Douglas, Spotanski, Jess, Dille, J. Anita

“…Site-specific weed management using open-source object detection algorithms could accurately detect weeds in cropping systems…”
Získať plný text

Nanomesh‐YOLO: Intelligent Colorimetry E‐Skin Based on Nanomesh and Deep Learning Object Detection Algorithm Autor Chen, Hongyu, Xu, Siye, Liu, Haidong, Liu, Chang, Liu, Houfang, Chen, Jiyang, Huang, Hexiang, Gong, Haoyu, Wu, Jingzhi, Tang, Hao, Luo, Jinan, Wen, Baohua, Zhou, Jianhua, Qiao, Yancong

“…‐skin system consists of the polyurethane (PU) nanomesh and the object detection algorithm You Only Look Once version 3 (YOLOv3). Due to the 44…”
Získať plný text

Human-Object interaction detection algorithm based on visual-semantic interaction perception: Human-Object interaction detection algorithm based on Autor Ye, Qing, Deng, Gaohui, Xu, Xiuju, Zhang, Yongmei

“… detection algorithm based on visual-semantic interaction perception. To improve the extraction of interaction region features hindered by occlusion, we propose a Deep Visual Interaction Feature Extraction Network(DVIF…”
Získať plný text

A LiDAR–Camera Fusion 3D Object Detection Algorithm Autor Liu, Leyuan, He, Jian, Ren, Keyan, Xiao, Zhonghua, Hou, Yibin

“…3D object detection with LiDAR and camera fusion has always been a challenge for autonomous driving…”
Získať plný text

SAM‐Y: Attention‐enhanced hazardous vehicle object detection algorithm Autor Wang, Shanshan, Liu, Bushi, Zhu, Pengcheng, Meng, Xianchun, Chen, Bolun, Shao, Wei, Chen, Liqing

“… Although the current object detection algorithm has certain applications in the detection of hazardous chemical vehicles, due to the complexity of the transportation environment, the small size…”
Získať plný text

MCD‐YOLOv10n: A Small Object Detection Algorithm for UAVs Autor Shi, Jinshuo, Hai, Shiji, Sun, Qingbin, Feng, Zhihui, Zhu, Xinyang

“… However, traditional algorithms and deep learning models still face challenges in small and unevenly distributed object detection tasks…”
Získať plný text

Real-Time Construction Safety Monitoring with Object Detection Algorithms: Features’ Identification and Implementation Challenges Autor Mohy, Amr A., Bassioni, Hesham A., Elgendi, Elbadr O., Hassan, Tarek M.

“…This research bridges this gap by identifying the essential features and functionalities construction professionals prioritize for effective object detection in real-time safety monitoring…”
Získať plný text

MiniYOLO: A lightweight object detection algorithm that realizes the trade‐off between model size and detection accuracy Autor Liu, Yi, Zhang, Changsheng, Wu, Wenjing, Zhang, Bin, Zhou, Fucai

“…The object detection task is to locate and classify objects in an image. The current state‐of‐the‐art high‐accuracy object detection algorithms rely on complex networks and high computational cost…”
Získať plný text