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   Articles with "yolov8" as a keyword



Deep Learning-Based YOLO Models for the Detection of People With Disabilities

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recommendations! Published in 2024 at "IEEE Access"

DOI: 10.1109/access.2023.3347169

Abstract: The current methods, while in use, continue to grapple with accuracy and effectiveness concerns. It is imperative to establish dependable solutions capable of distinguishing and categorizing people according to their assistive devices to tackle these… read more here.

Keywords: detection; deep learning; precision; yolov8 ... See more keywords

YOLOV8-MR: An Improved Lightweight YOLOv8 Algorithm for Tomato Fruit Detection

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recommendations! Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3533489

Abstract: As one of the widely planted fruit and vegetable crops, real-time monitoring of the tomato growth process is crucial for enhancing production and maintaining quality. To fulfill the requirement for real-time detection, we introduce an… read more here.

Keywords: detection; real time; fruit; yolov8 ... See more keywords

YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection

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recommendations! Published in 2024 at "IEEE Access"

DOI: 10.1109/access.2025.3549839

Abstract: Wrist trauma and even fractures occur frequently in daily life, particularly among children who account for a significant proportion of fracture cases. Before performing surgery, surgeons often request patients to undergo X-ray imaging first and… read more here.

Keywords: fracture; pediatric wrist; attention; yolov8 ... See more keywords

Enhanced Aircraft Detection in Compressed Remote Sensing Images Using CMSFF-YOLOv8

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recommendations! Published in 2025 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2025.3623996

Abstract: Object detection is an important part of remote sensing image analysis to accurately identify key features in Earth observation data while minimizing resource usage. However, challenges such as multiscale object representation and the identification of… read more here.

Keywords: detection; cmsff yolov8; remote sensing; yolov8 ... See more keywords

MIS-YOLOv8: An Improved Algorithm for Detecting Small Objects in UAV Aerial Photography Based on YOLOv8

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recommendations! Published in 2025 at "IEEE Transactions on Instrumentation and Measurement"

DOI: 10.1109/tim.2025.3551917

Abstract: Small objects’ detection from a drone’s perspective has always been a challenging issue in the field of object detection. To address the problems of low recognition accuracy and information loss in small object detection, this… read more here.

Keywords: detection; object detection; mis yolov8; small objects ... See more keywords

Railway Infrastructure Detection Based on YOLOv8 with NPU Acceleration

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recommendations! Published in 2024 at "Doklady Mathematics"

DOI: 10.1134/s1064562424601951

Abstract: This paper delves into the efficacy of utilizing the YOLOv8 model, which is based on a convolutional neural network (CNN), for the purpose of detecting objects within railway infrastructure, leveraging the capabilities of Neural Processing… read more here.

Keywords: detection; infrastructure; npu acceleration; railway infrastructure ... See more keywords
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Multi-stage tomato fruit recognition method based on improved YOLOv8

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recommendations! Published in 2024 at "Frontiers in Plant Science"

DOI: 10.3389/fpls.2024.1447263

Abstract: Introduction In the field of facility agriculture, the accurate identification of tomatoes at multiple stages has become a significant area of research. However, accurately identifying and localizing tomatoes in complex environments is a formidable challenge.… read more here.

Keywords: detection; tomato; precision; yolov8 ... See more keywords

SD-YOLOv8: SAM-Assisted Dual-Branch YOLOv8 Model for Tea Bud Detection on Optical Images

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recommendations! Published in 2025 at "Agriculture"

DOI: 10.3390/agriculture15070712

Abstract: It is challenging to achieve accurate tea bud detection in optical images with complex backgrounds since distinguishing between the foregrounds and backgrounds of these images remains difficult. Although several studies have been proposed to implicitly… read more here.

Keywords: bud detection; tea; tea bud; yolov8 ... See more keywords

Occlusion-Aware Worker Detection in Masonry Work: Performance Evaluation of YOLOv8 and SAMURAI

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recommendations! Published in 2025 at "Applied Sciences"

DOI: 10.3390/app15073991

Abstract: This study evaluates the performance of You Only Look Once version 8 (YOLOv8) and a SAM-based unified and robust zero-shot visual tracker with motion-aware instance-level memory (SAMURAI) for worker detection in masonry construction environments under… read more here.

Keywords: detection; samurai; worker; occlusion ... See more keywords

Develop an esthetic-zonal non-invasive periodontal assessment tool based on YOLOv8 and intraoral images

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recommendations! Published in 2025 at "PeerJ Computer Science"

DOI: 10.7717/peerj-cs.3229

Abstract: Non-periodontal specialists (e.g., orthodontists and prosthodontists) often struggle to efficiently monitor periodontal health in the anterior esthetic zone. This study aimed to develop the Esthetic-zonal Non-invasive Periodontal Assessment Tool (ENPAT), a you look only once… read more here.

Keywords: tool; develop esthetic; intraoral images; assessment ... See more keywords