Vehicle tracking using deep sort with low confidence track filtering

X Hou, Y Wang, LP Chau - 2019 16th IEEE international …, 2019 - ieeexplore.ieee.org
… method is introduced, including the baseline Deep SORT algorithm and our low confidence
track filtering extension. The proposed re-identification dataset are described in Section 3. In …

Vehicle tracking based on an improved DeepSORT algorithm and the YOLOv4 framework

I Perera, S Senavirathna, A Jayarathne… - … on Information and …, 2021 - ieeexplore.ieee.org
… motion and vehicle occlusion in crowded scenarios. This paper proposes a vehicle tracking
algorithm as an improvement on DeepSORT (Simple Online and Realtime Tracking with a …

Realtime Vehicle Tracking Method Based on YOLOv5+ DeepSORT

L Lin, H He, Z Xu, D Wu - Computational Intelligence and …, 2023 - Wiley Online Library
… application of the DeepSORT algorithm in vehicle tracking, using vehicle flow videos from
… of the YOLOv5s_DSC vehicle detection algorithm. The YOLOv5s + DeepSORT algorithm is …

Detection and tracking different type of cars with YOLO model combination and deep sort algorithm based on computer vision of traffic controlling

NN Hasibuan, M Zarlis, S Efendi - Sinkron: jurnal dan penelitian …, 2021 - jurnal.polgan.ac.id
… , the Deep Sort algorithm approach was adopted in this study for multi-vehicle tracking. …
with a deep sort algorithm for the detection and tracking of objects directly on CCTV footage of …

Vehicle detection and counting using deep learning basedYOLO and deep SORT algorithm for urban traffic management system

R Kejriwal, HJ Ritika, A Arora - 2022 First International …, 2022 - ieeexplore.ieee.org
Deep SORT algorithm is applied which is used for tracking the object. The final image is
obtained and it can be verified if the predictions are correct and the process is continued with …

Fusion of deep sort and Yolov5 for effective vehicle detection and tracking scheme in real-time traffic management sustainable system

S Kumar, SK Singh, S Varshney, S Singh, P Kumar… - Sustainability, 2023 - mdpi.com
Deep SORT algorithm tracks the vehicles after identifying the … tracking the vehicles and
counting their vehicles. The same … to further explore vehicle detection and vehicle tracking in our …

Vehicle detection and tracking using YOLO and DeepSORT

MAB Zuraimi, FHK Zaman - 2021 IEEE 11th IEEE Symposium …, 2021 - ieeexplore.ieee.org
algorithm compared to the previous model in vehicle detection system. This vehicle detection
also uses DeepSORT algorithm to help counting the number of vehicles pass in the video …

Real-time vehicle detection and tracking using YOLO-based deep sort model: A computer vision application for traffic surveillance

AL Rishika, C Aishwarya, A Sahithi… - Turkish Journal of …, 2023 - turcomat.org
… input to YOLO-V4 for vehicle detection. The detected vehicle frame will be further analysed
by DeepSort algorithm to … A vehicle tracking algorithm based on the framework suggested in …

Multi-target tracking based on deep sort in traffic scene

C Duan, X Li - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
… In this paper, the deep sort multi-target tracking algorithm is applied to the traffic scene, and
… , vehicles and cyclists. Then, deep sort is used to input the target frame, and the tracking box …

[PDF][PDF] An Efficient Yolov7 and Deep Sort are Used in a Deep Learning Model for Tracking Vehicle and Detection

VK Yadav, P Yadav, S Sharma - Journal of Xi'an Shiyou University …, 2022 - xisdxjxsu.asia
… A deep learning model for vehicle detection, tracking, and … detector and Deep- Sort of Multi
Object Tracking algorithms. The … Table 3 shows that YOLOv7-DeepSORT vehicle tracking and …