Fusion of Lightweight Networks and DeepSort for Fatigue Driving Detection Tracking Algorithm

Fusion of Lightweight Networks and DeepSort for Fatigue Driving Detection Tracking Algorithm

The fatigue driving detection process faces issues such as a large number of parameters, low accuracy and insufficient continuous detection. To address these, this paper proposes a method combining enhanced YOLOv5s and DeepSort for fatigue driving detection. First, the improved Mobilenet_...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy:	Kai Xu, Fu Li, Deji Chen, Linlong Zhu, Quan Wang
Format:	Artykuł
Język:	English
Wydane:	IEEE 2024-01-01
Seria:	IEEE Access
Hasła przedmiotowe:	Fatigue driving detection YOLOv5s lightweight backbone FocalEIOU loss DeepSort
Dostęp online:	https://ieeexplore.ieee.org/document/10496102/

Podobne zapisy

Enhanced DeepSORT and StrongSORT for Multicattle Tracking With Optimized Detection and Re-Identification
od: Hyeon-Seok Sim, i wsp.
Wydane: (2025-01-01)

Smart Logistics Warehouse Moving-Object Tracking Based on YOLOv5 and DeepSORT
od: Tingbo Xie, i wsp.
Wydane: (2023-09-01)

On the Study of Joint YOLOv5-DeepSort Detection and Tracking Algorithm for <i>Rhynchophorus ferrugineus</i>
od: Shuai Wu, i wsp.
Wydane: (2025-02-01)

Vehicle Multi-Object Detection and Tracking Algorithm Based on Improved You Only Look Once 5s Version and DeepSORT
od: Thioanh Bui, i wsp.
Wydane: (2024-03-01)

Solving traffic data occlusion problems in computer vision algorithms using DeepSORT and quantum computing
od: Frank Ngeni, i wsp.
Wydane: (2024-02-01)

Integrating YOLOv8-agri and DeepSORT for Advanced Motion Detection in Agriculture and Fisheries
od: Hieu Duong-Trung, i wsp.
Wydane: (2024-02-01)

Improved DeepSORT Algorithm Based on Multi-Feature Fusion
od: Haiying Liu, i wsp.
Wydane: (2022-06-01)

Underground personnel detection and tracking based on improved YOLOv5s and DeepSORT
od: Xiaoqiang SHAO, i wsp.
Wydane: (2023-10-01)

Research on Dynamic Pig Counting Method Based on Improved YOLOv7 Combined with DeepSORT
od: Xiaobao Shao, i wsp.
Wydane: (2024-04-01)

Citrus Identification and Counting Algorithm Based on Improved YOLOv5s and DeepSort
od: Yuhan Lin, i wsp.
Wydane: (2023-06-01)

Adaptation of YOLOv7 and YOLOv7_tiny for Soccer-Ball Multi-Detection with DeepSORT for Tracking by Semi-Supervised System
od: Jorge Armando Vicente-Martínez, i wsp.
Wydane: (2023-10-01)

YoloSortC3D: A YOLOv8, DeepSort, and C3D-Based Method for Sheep Rumination Behavior Recognition
od: Wenbo Yu, i wsp.
Wydane: (2024-11-01)

Detection, Tracking and Enumeration of Marine Benthic Organisms Using an Improved YOLO+DeepSORT Network
od: Jian Liu, i wsp.
Wydane: (2024-01-01)

Helmet-Wearing Tracking Detection Based on StrongSORT
od: Fufang Li, i wsp.
Wydane: (2023-02-01)

Dress Code Monitoring Method in Industrial Scene Based on Improved YOLOv8n and DeepSORT
od: Jiadong Zou, i wsp.
Wydane: (2024-09-01)

Research on the Method of Counting Wheat Ears via Video Based on Improved YOLOv7 and DeepSort
od: Tianle Wu, i wsp.
Wydane: (2023-05-01)

A New, Robust, Adaptive, Versatile, and Scalable Abandoned Object Detection Approach Based on DeepSORT Dynamic Prompts, and Customized LLM for Smart Video Surveillance
od: Merve Yilmazer, i wsp.
Wydane: (2025-03-01)

Detection and Tracking of Low-Frame-Rate Water Surface Dynamic Multi-Target Based on the YOLOv7-DeepSORT Fusion Algorithm
od: Xingcheng Han, i wsp.
Wydane: (2024-09-01)

Research on Apple Detection and Tracking Count in Complex Scenes Based on the Improved YOLOv7-Tiny-PDE
od: Dongxuan Cao, i wsp.
Wydane: (2025-02-01)

Wear monitoring of diamond saw wire based on YOLOv5 and DeepSORT
od: Juntao YUAN, i wsp.
Wydane: (2023-02-01)

Dynamic Tracking Method Based on Improved DeepSORT for Electric Vehicle
od: Kai Zhu, i wsp.
Wydane: (2024-08-01)

Bird and UAVs Recognition Detection and Tracking Based on Improved YOLOv9-DeepSORT
od: Jincan Zhu, i wsp.
Wydane: (2024-01-01)

Sistem Perhitungan Kendaraan Menggunakan Algortima YOLOv5 dan DeepSORT
od: Putri Anggia Cahyani, i wsp.
Wydane: (2024-05-01)

Dynamic identification and automatic counting of the number of passing fish species based on the improved DeepSORT algorithm
od: Bilang Wu, i wsp.
Wydane: (2023-03-01)

Research on Pedestrian Tracking Technology for Autonomous Driving Scenarios
od: Xiaoyan Zhang, i wsp.
Wydane: (2024-01-01)

Green pepper fruits counting based on improved DeepSort and optimized Yolov5s
od: Pengcheng Du, i wsp.
Wydane: (2024-07-01)

Multi-objective pedestrian tracking method based on YOLOv8 and improved DeepSORT
od: Wenshun Sheng, i wsp.
Wydane: (2024-01-01)

Improved YOLOX-DeepSORT for Multitarget Detection and Tracking of Automated Port RTG
od: ZHENGTAO YU, i wsp.
Wydane: (2024-01-01)

Automated Behavior Recognition and Tracking of Group-Housed Pigs with an Improved DeepSORT Method
od: Shuqin Tu, i wsp.
Wydane: (2022-11-01)

A package auto-counting model based on tailored YOLO and DeepSort techniques
od: Xie Sijun, i wsp.
Wydane: (2022-01-01)

Vehicle recognition pipeline via DeepSort on aerial image datasets
od: Muhammad Hanzla, i wsp.
Wydane: (2024-08-01)

Behavior monitoring model of kitchen staff based on YOLOv5l and DeepSort techniques
od: Guo Xiaotong, i wsp.
Wydane: (2022-01-01)

Combining Image Classification and Unmanned Aerial Vehicles to Estimate the State of Explorer Roses
od: David Herrera, i wsp.
Wydane: (2024-04-01)

Improved DeepSORT-Based Object Tracking in Foggy Weather for AVs Using Sematic Labels and Fused Appearance Feature Network
od: Isaac Ogunrinde, i wsp.
Wydane: (2024-07-01)

Strawberry Maturity Recognition Based on Improved YOLOv5
od: Zhiqing Tao, i wsp.
Wydane: (2024-02-01)

Detector–Tracker Integration Framework for Autonomous Vehicles Pedestrian Tracking
od: Huanhuan Wang, i wsp.
Wydane: (2023-04-01)

Foreign object detection and counting method for belt conveyor based on improved YOLOv8n+DeepSORT
od: CHEN Tengjie, i wsp.
Wydane: (2024-08-01)

Yolo Based Defects Detection Algorithm for EL in PV Modules with Focal and Efficient IoU Loss
od: Shen Ding, i wsp.
Wydane: (2024-08-01)

Parking Time Violation Tracking Using YOLOv8 and Tracking Algorithms
od: Nabin Sharma, i wsp.
Wydane: (2023-06-01)

Monitoring Dairy Cow Rumination Behavior Based on Upper and Lower Jaw Tracking
od: Ning Wang, i wsp.
Wydane: (2024-11-01)