Copertina

YOLOv8-SMOT: An Efficient and Robust Framework for Real-Time Small Object Tracking via Slice-Assisted Training and Adaptive Association

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Yu, Xiang, Liu, Xinyao, Liang, Guang
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Real-Time Multi-Object Tracking using YOLOv8 and SORT on a SoC FPGA
di: Danilowicz, Michal, et al.
Pubblicazione: (2025)

SOD-YOLOv8 -- Enhancing YOLOv8 for Small Object Detection in Traffic Scenes
di: Khalili, Boshra, et al.
Pubblicazione: (2024)

Adaptive Slicing-Assisted Hyper Inference for Enhanced Small Object Detection in High-Resolution Imagery
di: Moretti, Francesco, et al.
Pubblicazione: (2026)

YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual Perception
di: Lei, Mengqi, et al.
Pubblicazione: (2025)

YOLOv4: A Breakthrough in Real-Time Object Detection
di: Geetha, Athulya Sundaresan
Pubblicazione: (2025)

YOLOv10: Real-Time End-to-End Object Detection
di: Wang, Ao, et al.
Pubblicazione: (2024)

YOLO-TLA: An Efficient and Lightweight Small Object Detection Model based on YOLOv5
di: Ji, Chun-Lin, et al.
Pubblicazione: (2024)

YOLOv1 to YOLOv11: A Comprehensive Survey of Real-Time Object Detection Innovations and Challenges
di: Kotthapalli, Manikanta, et al.
Pubblicazione: (2025)

EFSI-DETR: Efficient Frequency-Semantic Integration for Real-Time Small Object Detection in UAV Imagery
di: Xia, Yu, et al.
Pubblicazione: (2026)

CIB-SE-YOLOv8: Optimized YOLOv8 for Real-Time Safety Equipment Detection on Construction Sites
di: Liu, Xiaoyi, et al.
Pubblicazione: (2024)

YOLOv5, YOLOv8 and YOLOv10: The Go-To Detectors for Real-time Vision
di: Hussain, Muhammad
Pubblicazione: (2024)

Comprehensive Performance Evaluation of YOLOv11, YOLOv10, YOLOv9, YOLOv8 and YOLOv5 on Object Detection of Power Equipment
di: He, Zijian, et al.
Pubblicazione: (2024)

Real-Time Flying Object Detection with YOLOv8
di: Reis, Dillon, et al.
Pubblicazione: (2023)

P-YOLOv8: Efficient and Accurate Real-Time Detection of Distracted Driving
di: Elshamy, Mohamed R., et al.
Pubblicazione: (2024)

YOLOv12: Attention-Centric Real-Time Object Detectors
di: Tian, Yunjie, et al.
Pubblicazione: (2025)

Accelerating Object Detection with YOLOv4 for Real-Time Applications
di: Kumar, K. Senthil, et al.
Pubblicazione: (2024)

Delving into Dynamic Scene Cue-Consistency for Robust 3D Multi-Object Tracking
di: Zhang, Haonan, et al.
Pubblicazione: (2025)

SFTrack: A Robust Scale and Motion Adaptive Algorithm for Tracking Small and Fast Moving Objects
di: Song, InPyo, et al.
Pubblicazione: (2024)

Real-Time Weapon Detection Using YOLOv8 for Enhanced Safety
di: Thakur, Ayush, et al.
Pubblicazione: (2024)

GPLQ: A General, Practical, and Lightning QAT Method for Vision Transformers
di: Liang, Guang, et al.
Pubblicazione: (2025)

Comparative Analysis of YOLOv9, YOLOv10 and RT-DETR for Real-Time Weed Detection
di: Saltık, Ahmet Oğuz, et al.
Pubblicazione: (2024)

TWEO: Transformers Without Extreme Outliers Enables FP8 Training And Quantization For Dummies
di: Liang, Guang, et al.
Pubblicazione: (2025)

An Improved YOLOv8 Approach for Small Target Detection of Rice Spikelet Flowering in Field Environments
di: Chen, Beizhang, et al.
Pubblicazione: (2025)

VoxShield: Protecting 3D Medical Datasets from Unauthorized Training via Frequency-Aware Inter-Slice Disruption
di: Liu, Xinyao, et al.
Pubblicazione: (2026)

An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement
di: Yurdakul, Mustafa, et al.
Pubblicazione: (2025)

Event Data Association via Robust Model Fitting for Event-based Object Tracking
di: Chen, Haosheng, et al.
Pubblicazione: (2021)

TrackingMiM: Efficient Mamba-in-Mamba Serialization for Real-time UAV Object Tracking
di: Liu, Bingxi, et al.
Pubblicazione: (2025)

PointSlice: Accurate and Efficient Slice-Based Representation for 3D Object Detection from Point Clouds
di: Qifeng, Liu, et al.
Pubblicazione: (2025)

Multiscale Real-Time Object Detection in the NMS-Free Era: A Comparative Performance Evaluation of YOLOv8 and YOLO26
di: Oguine, Chidera G., et al.
Pubblicazione: (2026)

Attention-Augmented YOLOv8 with Ghost Convolution for Real-Time Vehicle Detection in Intelligent Transportation Systems
di: Ullah, Syed Sajid, et al.
Pubblicazione: (2026)

MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View
di: Lu, Liugang, et al.
Pubblicazione: (2025)

DynamicPose: Real-time and Robust 6D Object Pose Tracking for Fast-Moving Cameras and Objects
di: Liang, Tingbang, et al.
Pubblicazione: (2025)

Small Bird Detection using YOLOv7 with Test-Time Augmentation
di: Shigematsu, Kosuke
Pubblicazione: (2023)

A Comparative Analysis of YOLOv5, YOLOv8, and YOLOv10 in Kitchen Safety
di: Geetha, Athulya Sundaresan, et al.
Pubblicazione: (2024)

hYOLO Model: Enhancing Object Classification with Hierarchical Context in YOLOv8
di: Tsenkova, Veska, et al.
Pubblicazione: (2025)

Barcode and QR Code Object Detection: An Experimental Study on YOLOv8 Models
di: Pandya, Kushagra, et al.
Pubblicazione: (2025)

Building UI/UX Dataset for Dark Pattern Detection and YOLOv12x-based Real-Time Object Recognition Detection System
di: Jang, Se-Young, et al.
Pubblicazione: (2025)

A Real-Time Framework for Domain-Adaptive Underwater Object Detection with Image Enhancement
di: Wen, Junjie, et al.
Pubblicazione: (2024)

ClickTrack: Towards Real-time Interactive Single Object Tracking
di: Wang, Kuiran, et al.
Pubblicazione: (2024)

General Compression Framework for Efficient Transformer Object Tracking
di: Hong, Lingyi, et al.
Pubblicazione: (2024)