hYOLO Model: Enhancing Object Classification with Hierarchical Context in YOLOv8
Fuente:
arXiv
Saved in:
| Main Authors: | Tsenkova, Veska, Stanchev, Peter, Petrov, Daniel, Lazarov, Deyan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Ultralytics YOLO Evolution: An Overview of YOLO26, YOLO11, YOLOv8 and YOLOv5 Object Detectors for Computer Vision and Pattern Recognition
by: Sapkota, Ranjan, et al.
Published: (2025)
by: Sapkota, Ranjan, et al.
Published: (2025)
SOD-YOLOv8 -- Enhancing YOLOv8 for Small Object Detection in Traffic Scenes
by: Khalili, Boshra, et al.
Published: (2024)
by: Khalili, Boshra, et al.
Published: (2024)
YOLO-TLA: An Efficient and Lightweight Small Object Detection Model based on YOLOv5
by: Ji, Chun-Lin, et al.
Published: (2024)
by: Ji, Chun-Lin, et al.
Published: (2024)
A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS
by: Terven, Juan, et al.
Published: (2023)
by: Terven, Juan, et al.
Published: (2023)
MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View
by: Lu, Liugang, et al.
Published: (2025)
by: Lu, Liugang, et al.
Published: (2025)
Optimizing YOLO Architectures for Optimal Road Damage Detection and Classification: A Comparative Study from YOLOv7 to YOLOv10
by: Pham, Vung, et al.
Published: (2024)
by: Pham, Vung, et al.
Published: (2024)
A lightweight model FDM-YOLO for small target improvement based on YOLOv8
by: Zhang, Xuerui
Published: (2025)
by: Zhang, Xuerui
Published: (2025)
YOLO-SAT: A Data-based and Model-based Enhanced YOLOv12 Model for Desert Waste Detection and Classification
by: Sa'ad, Abdulmumin, et al.
Published: (2025)
by: Sa'ad, Abdulmumin, et al.
Published: (2025)
Comprehensive Performance Evaluation of YOLOv11, YOLOv10, YOLOv9, YOLOv8 and YOLOv5 on Object Detection of Power Equipment
by: He, Zijian, et al.
Published: (2024)
by: He, Zijian, et al.
Published: (2024)
Comprehensive Performance Evaluation of YOLOv12, YOLO11, YOLOv10, YOLOv9 and YOLOv8 on Detecting and Counting Fruitlet in Complex Orchard Environments
by: Sapkota, Ranjan, et al.
Published: (2024)
by: Sapkota, Ranjan, et al.
Published: (2024)
YOLOv1 to YOLOv10: A comprehensive review of YOLO variants and their application in the agricultural domain
by: Alif, Mujadded Al Rabbani, et al.
Published: (2024)
by: Alif, Mujadded Al Rabbani, et al.
Published: (2024)
YOLO Evolution: A Comprehensive Benchmark and Architectural Review of YOLOv12, YOLO11, and Their Previous Versions
by: Jegham, Nidhal, et al.
Published: (2024)
by: Jegham, Nidhal, et al.
Published: (2024)
YOLOv8 to YOLO11: A Comprehensive Architecture In-depth Comparative Review
by: Hidayatullah, Priyanto, et al.
Published: (2025)
by: Hidayatullah, Priyanto, et al.
Published: (2025)
Global Context Modeling in YOLOv8 for Pediatric Wrist Fracture Detection
by: Ju, Rui-Yang, et al.
Published: (2024)
by: Ju, Rui-Yang, et al.
Published: (2024)
CCi-YOLOv8n: Enhanced Fire Detection with CARAFE and Context-Guided Modules
by: Lv, Kunwei, et al.
Published: (2024)
by: Lv, Kunwei, et al.
Published: (2024)
Multiscale Real-Time Object Detection in the NMS-Free Era: A Comparative Performance Evaluation of YOLOv8 and YOLO26
by: Oguine, Chidera G., et al.
Published: (2026)
by: Oguine, Chidera G., et al.
Published: (2026)
Domain Generalization in Autonomous Driving: Evaluating YOLOv8s, RT-DETR, and YOLO-NAS with the ROAD-Almaty Dataset
by: Alimov, Madiyar, et al.
Published: (2024)
by: Alimov, Madiyar, et al.
Published: (2024)
Barcode and QR Code Object Detection: An Experimental Study on YOLOv8 Models
by: Pandya, Kushagra, et al.
Published: (2025)
by: Pandya, Kushagra, et al.
Published: (2025)
EGD-YOLO: A Lightweight Multimodal Framework for Robust Drone-Bird Discrimination via Ghost-Enhanced YOLOv8n and EMA Attention under Adverse Condition
by: Sarkar, Sudipto, et al.
Published: (2025)
by: Sarkar, Sudipto, et al.
Published: (2025)
Mirror Target YOLO: An Improved YOLOv8 Method with Indirect Vision for Heritage Buildings Fire Detection
by: Liang, Jian, et al.
Published: (2024)
by: Liang, Jian, et al.
Published: (2024)
YOLOv5, YOLOv8 and YOLOv10: The Go-To Detectors for Real-time Vision
by: Hussain, Muhammad
Published: (2024)
by: Hussain, Muhammad
Published: (2024)
A Comparative Analysis of YOLOv5, YOLOv8, and YOLOv10 in Kitchen Safety
by: Geetha, Athulya Sundaresan, et al.
Published: (2024)
by: Geetha, Athulya Sundaresan, et al.
Published: (2024)
HierLight-YOLO: A Hierarchical and Lightweight Object Detection Network for UAV Photography
by: Chen, Defan, et al.
Published: (2025)
by: Chen, Defan, et al.
Published: (2025)
SOD-YOLO: Enhancing YOLO-Based Detection of Small Objects in UAV Imagery
by: Wang, Peijun, et al.
Published: (2025)
by: Wang, Peijun, et al.
Published: (2025)
Benchmarking of Different YOLO Models for CAPTCHAs Detection and Classification
by: Wysocki, Mikołaj, et al.
Published: (2025)
by: Wysocki, Mikołaj, et al.
Published: (2025)
Optimizing YOLOv8 for Parking Space Detection: Comparative Analysis of Custom YOLOv8 Architecture
by: Pokhrel, Apar, et al.
Published: (2025)
by: Pokhrel, Apar, et al.
Published: (2025)
What is YOLOv8: An In-Depth Exploration of the Internal Features of the Next-Generation Object Detector
by: Yaseen, Muhammad
Published: (2024)
by: Yaseen, Muhammad
Published: (2024)
HOMEY: Heuristic Object Masking with Enhanced YOLO for Property Insurance Risk Detection
by: Panboonyuen, Teerapong
Published: (2026)
by: Panboonyuen, Teerapong
Published: (2026)
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection
by: Chien, Chun-Tse, et al.
Published: (2024)
by: Chien, Chun-Tse, et al.
Published: (2024)
Improving Classification of Occluded Objects through Scene Context
by: King, Courtney M., et al.
Published: (2025)
by: King, Courtney M., et al.
Published: (2025)
YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual Perception
by: Lei, Mengqi, et al.
Published: (2025)
by: Lei, Mengqi, et al.
Published: (2025)
What is YOLOv6? A Deep Insight into the Object Detection Model
by: Geetha, Athulya Sundaresan
Published: (2024)
by: Geetha, Athulya Sundaresan
Published: (2024)
Real-Time Object Detection and Classification using YOLO for Edge FPGAs
by: Amin, Rashed Al, et al.
Published: (2025)
by: Amin, Rashed Al, et al.
Published: (2025)
YOLO-APD: Enhancing YOLOv8 for Robust Pedestrian Detection on Complex Road Geometries
by: Joctum, Aquino, et al.
Published: (2025)
by: Joctum, Aquino, et al.
Published: (2025)
YOLOv8-ResCBAM: YOLOv8 Based on An Effective Attention Module for Pediatric Wrist Fracture Detection
by: Ju, Rui-Yang, et al.
Published: (2024)
by: Ju, Rui-Yang, et al.
Published: (2024)
CIB-SE-YOLOv8: Optimized YOLOv8 for Real-Time Safety Equipment Detection on Construction Sites
by: Liu, Xiaoyi, et al.
Published: (2024)
by: Liu, Xiaoyi, et al.
Published: (2024)
YOLOv1 to YOLOv11: A Comprehensive Survey of Real-Time Object Detection Innovations and Challenges
by: Kotthapalli, Manikanta, et al.
Published: (2025)
by: Kotthapalli, Manikanta, et al.
Published: (2025)
LAM-YOLO: Drones-based Small Object Detection on Lighting-Occlusion Attention Mechanism YOLO
by: Zheng, Yuchen, et al.
Published: (2024)
by: Zheng, Yuchen, et al.
Published: (2024)
Improving Generalization Performance of YOLOv8 for Camera Trap Object Detection
by: Subedi, Aroj
Published: (2024)
by: Subedi, Aroj
Published: (2024)
Inscanner: Dual-Phase Detection and Classification of Auxiliary Insulation Using YOLOv8 Models
by: Kim, Youngtae, et al.
Published: (2025)
by: Kim, Youngtae, et al.
Published: (2025)
Similar Items
-
Ultralytics YOLO Evolution: An Overview of YOLO26, YOLO11, YOLOv8 and YOLOv5 Object Detectors for Computer Vision and Pattern Recognition
by: Sapkota, Ranjan, et al.
Published: (2025) -
SOD-YOLOv8 -- Enhancing YOLOv8 for Small Object Detection in Traffic Scenes
by: Khalili, Boshra, et al.
Published: (2024) -
YOLO-TLA: An Efficient and Lightweight Small Object Detection Model based on YOLOv5
by: Ji, Chun-Lin, et al.
Published: (2024) -
A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS
by: Terven, Juan, et al.
Published: (2023) -
MASF-YOLO: An Improved YOLOv11 Network for Small Object Detection on Drone View
by: Lu, Liugang, et al.
Published: (2025)