Search Results - Object-detection algorithms

Enhanced safety implementation in 5S + 1 via object detection algorithms by 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…”
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EA‐YOLO: An Efficient and Accurate UAV Image Object Detection Algorithm by 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…”
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Automated diabetic retinopathy grading and lesion detection based on the modified R-FCN object-detection algorithm by 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…”
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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 by 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…”
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YOLO-EDGE: an object detection algorithm for traffic scenarios: YOLO-EDGE: An Object Detection Algorithm For Traffic by 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…”
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YOLO-Lite: Lightweight Object Detection Algorithm Design and Optimization in Power System Inspection: YOLO-Lite: Lightweight Object Detection Algorithm Design by 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…”
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KSSD: single-stage multi-object detection algorithm with higher accuracy by 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…”
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Loess Landslide Detection Using Object Detection Algorithms in Northwest China by 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…”
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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 by 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…”
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Nanomesh‐YOLO: Intelligent Colorimetry E‐Skin Based on Nanomesh and Deep Learning Object Detection Algorithm by 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…”
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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 by 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…”
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Use of Open-Source Object Detection Algorithms to Detect Palmer Amaranth (Amaranthus palmeri) in Soybean by 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…”
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SOCR‐YOLO: Small Objects Detection Algorithm in Medical Images by 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…”
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Improved Fast YOLO One-Stage Object Detection Algorithm for Detecting Objects in Images by 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…”
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A LiDAR–Camera Fusion 3D Object Detection Algorithm by 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…”
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Overview of two-stage object detection algorithms by Du, Lixuan, Zhang, Rongyu, Wang, Xiaotian

“… This paper reviews two-stage object detection algorithms used at this stage, explaining in detail the working principles of Faster R-CNN, R-FCN, FPN, and Casecade R-CNN and analyzing the similarities…”
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Efficient Small Object Detection You Only Look Once: A Small Object Detection Algorithm for Aerial Images by Luo, Jie, Liu, Zhicheng, Wang, Yibo, Tang, Ao, Zuo, Huahong, Han, Ping

“… Moreover, existing object detection algorithms have a large number of parameters, posing a challenge for deployment on drones with limited hardware resources…”
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SAM‐Y: Attention‐enhanced hazardous vehicle object detection algorithm by 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…”
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MCD‐YOLOv10n: A Small Object Detection Algorithm for UAVs by 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…”
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Real-Time Construction Safety Monitoring with Object Detection Algorithms: Features’ Identification and Implementation Challenges by 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…”
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