A Review of Yolo Algorithm Developments

Cited by (1,001)

Items 401–500 of 1,001

1. LKPF-YOLO: A Small Target Ship Detection Method for Marine Wide-Area Remote Sensing Images
   Junfei Chen, Zhuhua Hu, Wei Wu, Yaochi Zhao, Ba Huang · 2024 · IEEE Transactions on Aerospace and Electronic Systems
2. The Impact of YOLO Algorithms Within Fall Detection Application: A Review
   Ahlam R. Khekan, Hadi S. Aghdasi, Pedram Salehpour · 2024 · IEEE Access
3. A lightweight MHDI-DETR model for detecting grape leaf diseases
   Zilong Fu, Lifeng Yin, Can Cui, Yi Wang · 2024 · Frontiers in Plant Science
4. Development of an autonomous smart trap for precision monitoring of hematophagous flies on cattle
   Gaspare Santaera, Valeria Zeni, Gianluca Manduca, Angelo Canale, Marcello Lo Mele, Giovanni Benelli, Cesare Stefanini, Donato Romano · 2025 · Smart Agricultural Technology
5. Parcel Classification and Positioning of Intelligent Parcel Storage System Based on YOLOv5
   Mirye Kim, Youngmin Kim · 2022 · Applied Sciences
6. Real-Time Traffic Sign Detection Based on Weighted Attention and Model Refinement
   Zihao Jia, Shengkun Sun, Guangcan Liu · 2023 · Neural Processing Letters
7. Tea leaf age quality: Age-stratified tea leaf quality classification dataset
   Md. Mohsin Kabir, Md Sadman Hafiz, Shattik Bandyopadhyaa, Jamin Rahman Jim, M. F. Mridha · 2024 · Data in Brief
8. Intelligent Classifier for Identifying and Managing Sheep and Goat Faces Using Deep Learning
   Chandra Shekhar Yadav, Antonio Augusto Teixeira Peixoto, Luís Alberto Linhares Rufino, Aedo Braga Silveira, Auzuir Ripardo de Alexandria · 2024 · AgriEngineering
9. SR-FABNet: Super-Resolution branch guided Fourier attention detection network for efficient optical inspection of nanoscale wafer defects
   Leisheng Chen, Kai Meng, Hangying Zhang, Junquan Zhou, Peihuang Lou · 2025 · Advanced Engineering Informatics
10. Two-stage object detection in low-light environments using deep learning image enhancement
    Ghaith Al-refai, Hisham ElMoaqet, Abdullah Al-Refai, Ahmad Alzu’bi, Tawfik Al-Hadhrami, Abedalrhman Alkhateeb · 2025 · PeerJ Computer Science
11. YOLO-CT: A method based on improved YOLOv8n-Pose for detecting multi-species mature cherry tomatoes and locating picking points in complex environments
    Jianhua Qin, Zhenlun Chen, Yuchen Zhang, Jianhan Nie, Tianxiang Yan, Baoxiong Wan · 2025 · Measurement
12. Enhanced YOLO11 for lightweight and accurate drone-based maritime search and rescue object detection
    Beigeng Zhao, Jiawen Zhao, Rui Song, Lizhi Yu, Xia Zhang, Jiren Liu · 2025 · PLoS ONE
13. PS-YOLO-seg: A Lightweight Instance Segmentation Method for Lithium Mineral Microscopic Images Based on Improved YOLOv12-seg
    Zeyang Qiu, Xueyu Huang, Zhicheng Deng, Xiangyu Xu, Zhenzhong Qiu · 2025 · Journal of Imaging
14. Improving Cell Detection and Tracking in Microscopy Images Using YOLO and an Enhanced DeepSORT Algorithm
    Mokhaled N. A. Al-Hamadani, Richard Poroszlay, Gábor Szemán-Nagy, András Hajdú, Stathis Hadjidemetriou, Luca Ferrarini, Balázs Harangi · 2025 · Sensors
15. DACG-Net: A Dual-Backbone and Context-Guided Fusion Network for Aerial UAV Detection
    Wenzao Li, Linsong Xiao, Hanyun Li, Sai Yao, Bing Wan, Dehao Ren · 2025 · IEEE Transactions on Aerospace and Electronic Systems
16. YOLO-SAM an end-to-end framework for efficient real time object detection and segmentation
    XiuMei Li, XiaHua Pu, Weisi Lin, Xudong Song · 2025 · Scientific Reports
17. Converge of coordinate attention boosted YOLOv5 model and quantum dot labeled fluorescent biosensing for rapid detection of the poultry disease
    Yingchao Zhang, Hong Quan Duan, Yuanjie Liu, Yanbin Li, Jianhan Lin · 2023 · Computers and Electronics in Agriculture
18. An Underwater Target Wake Detection in Multi-Source Images Based on Improved YOLOv5
    Yuchen Shi · 2023 · IEEE Access
19. Simulation-based decision support system for earthmoving operations using computer vision
    Vahid Zamani, Hosein Taghaddos, Yaghob Gholipour · 2023 · Engineering Applications of Artificial Intelligence
20. Edge-Computing-Empowered Vehicle Tracking and Speed Estimation Against Strong Image Vibrations Using Surveillance Monocular Camera
    Igor Lashkov, Runze Yuan, Guohui Zhang · 2023 · IEEE Transactions on Intelligent Transportation Systems
21. Aphid Recognition and Counting Based on an Improved YOLOv5 Algorithm in a Climate Chamber Environment
    Xiaoyin Li, Lixing Wang, Hong Yan Miao, Shanwen Zhang · 2023 · Insects
22. Transfer Learning Methods for Fractographic Detection of Fatigue Crack Initiation in Additive Manufacturing
    Or Haim Anidjar, Ro’i Lang, Mor Mega · 2024 · IEEE Access
23. DeepSeaNet: A Bio-Detection Network Enabling Species Identification in the Deep Sea Imagery
    Aiyue Liu, Yuhai Liu, Kuidong Xu, Feng Zhao, Yuan Zhou, Xiaofeng Li · 2024 · IEEE Transactions on Geoscience and Remote Sensing
24. Accurate Recognition of Jujube Tree Trunks Based on Contrast Limited Adaptive Histogram Equalization Image Enhancement and Improved YOLOv8
    Shunkang Ling, Nianyi Wang, Jingbin Li, Longpeng Ding · 2024 · Forests
25. Generative AI and neural networks towards advanced robot cognition
    Christoforos Aristeidou, Nikos Dimitropoulos, George Michalos · 2024 · CIRP Annals
26. STATNet: One-stage coal-gangue detector based on deep learning algorithm for real industrial application
    Kefei Zhang, Teng Wang, Xiaolin Yang, Liang Xu, Jesse Van Griensven Thé, Zhongchao Tan, Hesheng Yu · 2024 · Energy and AI
27. A Defect Detection Method Based on YOLOv7 for Automated Remanufacturing
    Guru Ratan Satsangee, Hamdan Al-Musaibeli, Rafiq Ahmad · 2024 · Applied Sciences
28. “Push-That-There”: Tabletop Multi-robot Object Manipulation via Multimodal 'Object-level Instruction'
    Keru Wang, Zhu Wang, Ken Nakagaki, Ken Perlin · 2024 · Designing Interactive Systems Conference
29. Defog YOLO for road object detection in foggy weather
    Xiaolong Shi, Anjun Song · 2024 · The Computer Journal
30. Lightweight Tomato Leaf Intelligent Disease Detection Model Based on Adaptive Kernel Convolution and Feature Fusion
    Baofeng Ji, Haoyu Li, Xin Jin, Ji Zhang, Fazhan Tao, Peng Li, Jianhua Wang, Huitao Fan · 2024 · IEEE Transactions on AgriFood Electronics
31. Ebp-yolov5: channel pruning-based lightweight YOLOv5 for QR code detection
    Xin Tang, Kaiwen Tang, Kexue Sun, Wencheng Gu, Lingqi Xiang · 2024 · Signal Image and Video Processing
32. Soil texture analysis using controlled image processing
    Kashif Sattar, Umair Maqsood, Qaiser Hussain, Saqib Majeed, Sarah Kaleem, Muhammad Ali Babar, Basit Qureshi · 2024 · Smart Agricultural Technology
33. A deep learning framework for automated anomaly detection and localization in fused filament fabrication
    Sakib Shahrear Avro, Shamimur Rahman, Tzu-Liang Tseng, Md Fashiar Rahman · 2024 · Manufacturing Letters
34. CWPR: An optimized transformer-based model for construction worker pose estimation on construction robots
    Jiakai Zhou, Wanlin Zhou, Yang Wang · 2024 · Advanced Engineering Informatics
35. Motion adaptive vision-based vibration measurement and modal identification for the roof masts of a tall building
    Mingfeng Huang, Xianzhe Li, Kang Cai, Ahsan Kareem · 2024 · Engineering Structures
36. SSGDD-YOLO: Multiscale Feature Fusion and Multiattention-Based YOLO for Smartphone Screen Glass Defect Detection
    Ping Wu, Haote Zhou, Yicheng Yu, Zengdi Miao, Qianqian Pan, Xi Zhang, Jinfeng Gao · 2025 · IEEE Sensors Journal
37. Navigation line detection algorithm for corn spraying robot based on improved LT-YOLOv10s
    Zhihua Diao, Shushuai Ma, Jiangbo Li, Jingcheng Zhang, Xingyi Li, Suna Zhao, Yan Li He, Baohua Zhang, Liying Jiang · 2025 · Precision Agriculture
38. A novel digital twins-driven mutual trust framework for human–robot collaborations
    Junfei Li, Enshen Zhu, Wenjun Lin, Simon X. Yang, Sheng Long Yang · 2025 · Journal of Manufacturing Systems
39. Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO
    Julian Moosmann, Pietro Bonazzi, Yawei Li, Sizhen Bian, Philipp Mayer, L. Benini, Michele Magno · 2025 · Lecture notes in computer science
40. Wind Turbine Surface Defect Detection Method Based on YOLOv5s-L
    Chang Liu, An Chen, Yifan Yang · 2023 · NDT
41. Productivity Assessment of the Yolo V5 Model in Detecting Road Surface Damages
    Vu Hong Son Pham, Khoi Van Tien Nguyen · 2023 · Applied Sciences
42. A Fine-Tuned MobileNetv2 based Approach for Weed Classification
    G Shalini, Rimjhim Padam Singh, Manju Khanna, Priyanka D. Kumar · 2023
43. Unmanned Ship Identification Based on Improved YOLOv8s Algorithm
    Chunming Wu, Lei Jin, Wu-Kai Liu, Mei-Ling Ren, Ling-Li Ran · 2024 · Computers, materials & continua/Computers, materials & continua (Print)
44. SCMF-Net: Sparse Self-Attention Driven Cross-Modal Fusion for Robust Detection in Complex Road Scenes
    Yunze He, Yousheng Hao, Mengying Qian, Baoyuan Deng, Lilian Zhang, Liang Cheng, Yaonan Wang · 2026 · IEEE Sensors Journal
45. Fixed-Wing Unmanned Aerial Vehicle 3D-Model-Based Tracking for Autonomous Landing
    Nuno Pessanha Santos, Victor J. A. S. Lobo, Alexandre J. M. Bernardino · 2023 · Drones
46. A new deep learning approach based on grayscale conversion and DWT for object detection on adversarial attacked images
    Murat Taşyürek, Ertuğrul Gül · 2023 · The Journal of Supercomputing
47. A fish image segmentation methodology in aquaculture environment based on multi-feature fusion model
    Dashe Li, Yufang Yang, Siwei Zhao, Huanhai Yang · 2023 · Marine Environmental Research
48. Crop Identification and Growth Stage Determination for Autonomous Navigation of Agricultural Robots
    Eloisa Cortinas, Luis Emmi, P. González de Santos · 2023 · Agronomy
49. Quantizing YOLOv5 for Real-Time Vehicle Detection
    Zicheng Zhang, Hongke Xu, Shan Lin · 2023 · IEEE Access
50. Identification of Olives Using In-Field Hyperspectral Imaging with Lightweight Models
    Samuel Domínguez-Cid, Diego F. Larios, Julio Barbancho, Francisco Javier Molina, Javier Antonio Guerra, Carlos León · 2024 · Sensors
51. YOLOv7-GCA: A Lightweight and High-Performance Model for Pepper Disease Detection
    Xuejun Yue, Haifeng Li, Qingkui Song, Fanguo Zeng, Jianyu Zheng, Ziyu Ding, Gaobi Kang, Yulin Cai, Yongda Lin, Xiaowan Xu et al. · 2024 · Agronomy
52. Leveraging YOLO Models for Safety Equipment Detection on Construction Sites
    Melike Çiftçi, Mehmet Uğur Türkdamar, Celal Öztürk · 2024 · Journal of Computing Theories and Applications
53. Computer-Vision Unmanned Aerial Vehicle Detection System Using YOLOv8 Architectures
    Aleksandar Petrović, Nebojša Bačanin, Luka Jovanović, Jelena Cadjenovic, Jelena Kaljević, Miodrag Z. Zivkovic, Miloš Antonijević · 2024 · International Journal of Robotics and Automation Technology
54. Grid-Based DBSCAN Clustering Accelerator for LiDAR’s Point Cloud
    Sangho Lee, Seongmo An, Jinyeol Kim, Hun Namkung, Joungmin Park, Raehyeong Kim, Seung Eun Lee · 2024 · Electronics
55. OMCTrack: Integrating Occlusion Perception and Motion Compensation for UAV Multi-Object Tracking
    Zhaoyang Dang, Xiaoyong Sun, Bei Sun, Runze Guo, Li Can · 2024 · Drones
56. Bridge Surface Defect Localization Based on Panoramic Image Generation and Deep Learning-Assisted Detection Method
    Tao Yin, Guodong Shen, Liang Yin, Guigang Shi · 2024 · Buildings
57. Sinkhole detection via deep learning using DEM images
    Berkant Coşkuner, İsmail İnce, Mücahid Barstuğan · 2025 · Natural Hazards
58. Indoor fire and smoke detection based on optimized YOLOv5
    Md. Shafak Shahriar Sozol, Md. Rubaiyat Hossain Mondal, Achmad Husni Thamrin · 2025 · PLoS ONE
59. Optimizing object detection for autonomous robots: a comparative analysis of YOLO models
    Rohan Vaghela, Darsh Vaishnani, Jigar Subodhchandra Sarda, Amit Thakkar, Yash Nasit, Biswajit Brahma, Akash Kumar Bhoi · 2025 · Measurement
60. Detection of Japanese Quails (Coturnix japonica) in Poultry Farms Using YOLOv5 and Detectron2 Faster R-CNN
    Ivan Roy S. Evangelista, Lenmar T. Catajay, Maria Gemel B. Palconit, Mary Grace Ann Bautista, Ronnie Concepcion, Edwin Sybingco, Argel Alejandro Bandala, Elmer P. Dadios · 2022 · Journal of Advanced Computational Intelligence and Intelligent Informatics
61. YOLOv8-SCS: Improved Object Detection for Autonomous Driving Under Adverse Weather Conditions
    Younggyu Lee, Jinho Kang · 2025 · IEEE Access
62. Iceberg detection from global open ocean sentinel-1 wave mode SAR data with YOLO deep learning
    Tao Xie, Chen Wang, Xiao-Ming Li, Huimin Li, Gaojing Fan, Alexis Aurelien Mouche, Bertrand Chapron · 2026 · Remote Sensing of Environment
63. Fused Thermal and RGB Imagery for Robust Detection and Classification of Dynamic Objects in Mixed Datasets via Pre-Trained High-Level CNN
    Ravit Ben-Shoushan, Anna Brook · 2023 · Remote Sensing
64. Multi-objective tracking for smart substation onsite surveillance based on YOLO Approach and AKCF
    Dongsheng Cai, Zexiang Guan, Olusola Bamisile, Wenxu Zhang, Jian Li, Zhenyuan Zhang, Jie Wu, Zhengwei Chang, Qi Zhong Huang · 2023 · Energy Reports
65. A Hybrid Deep Learning Spectrum Sensing Architecture for IoT Technologies Classification
    Partemie-Marian Mutescu, Alexandru Lavric, Adrian Ioan Petrariu, Valentin Popa · 2023 · International Conference on Engineering of Modern Electric Systems
66. Resource-aware video streaming (RAViS) framework for object detection system using deep learning algorithm
    Ary Mazharuddin Shiddiqi, Edo Dwi Yogatama, Dini Adni Navastara · 2023 · MethodsX
67. Real-Time Intelligent Detection System for Illegal Wearing of On-Site Power Construction Worker Based on Edge-YOLO and Low-Cost Edge Devices
    Rong Chang, Bangyuan Li, Junpeng Dang, Chuanxu Yang, Anning Pan, Yang Yang · 2023 · Applied Sciences
68. Sensor-fused simulation-based decision support system for earthmoving projects
    Vahid Zamani, Hosein Taghaddos, Yaghob Gholipour · 2023 · Automation in Construction
69. Military Decision-Making Process Enhanced by Image Detection
    Nikola Žigulić, Matko Glučina, Ivan Lorencin, Dario Matika · 2023 · Information
70. Conglomeration of deep neural network and quantum learning for object detection: Status quo review
    Piyush Kumar Sinha, R. Marimuthu · 2024 · Knowledge-Based Systems
71. YOLOv5 based object detection in reel package X-ray images of semiconductor component
    Jinwoo Park, Jaehyeong Lee, Jongyeol Lim, Yoonsung Jeon, Junik Hwang, Jongpil Jeong · 2024 · Heliyon
72. AI Service Deployment and Resource Allocation Optimization Based on Human-Like Networking Architecture
    Yuqi Hu, Qin Li, Yuhao Chai, Di Wu, Lu Lu, Nanxiang Shi, Yinglei Teng, Yong Zhang · 2024 · IEEE Internet of Things Journal
73. Research on the Multiple Small Target Detection Methodology in Remote Sensing
    Changman Zou, Wang‐Su Jeon, Sang‐Yong Rhee · 2024 · Sensors
74. Panoptic Water Surface Visual Perception for USVs Using Monocular Camera Sensor
    Hu Xu, Xiaomin Zhang, Ju He, Ziteng Geng, Yang Fan Yu, Yuwei Cheng · 2024 · IEEE Sensors Journal
75. Real-time flash flood detection employing the YOLOv8 model
    Nguyễn Hồng Quang, Hanna Lee, Namhoon Kim, Gihong Kim · 2024 · Earth Science Informatics
76. A Children's Psychological and Mental Health Detection Model by Drawing Analysis based on Computer Vision and Deep Learning
    Amal Alshahrani, Manar Mohammed Almatrafi, Jenan Ibrahim Mustafa, Layan Saad Albaqami, Raneem Abdulrahman Aljabri · 2024 · Engineering Technology & Applied Science Research
77. Adapting YOLOv8 for Kidney Tumor Segmentation in Computed Tomography
    Ilija Tanasković, Savo Ičagić, Ivana Šolić, Branka Rakić · 2024 · International Conference on Smart and Sustainable Technologies (SpliTech)
78. Evaluating Accuracy and Efficiency of Fruit Image Generation Using Generative AI Diffusion Models for Agricultural Robotics
    Kun Zhao, Minh Nguyen, WeiQi Yan · 2024 · International Conference on Image and Vision Computing New Zealand (IVCNZ)
79. Enhanced deep learning model for apple detection, localization, and counting in complex orchards for robotic arm-based harvesting
    Tantan Jin, Xiongzhe Han, Pingan Wang, Zhao Zhang, Jie Guo, Fan Ding · 2025 · Smart Agricultural Technology
80. An Efficient and Lightweight Surface Defect Detection Method for Micro-Motor Commutators in Complex Industrial Scenarios Based on the CLS-YOLO Network
    Qipeng Chen, Qiaoqiao Xiong, Haisong Huang, Saihong Tang · 2025 · Electronics
81. Real-time unsupervised video object detection on the edge
    Paula Ruiz-Barroso, Francisco M. Castro, Nicolás Guil · 2025 · Future Generation Computer Systems
82. DAFPN-YOLO: An Improved UAV-Based Object Detection Algorithm Based on YOLOv8s
    Honglin Wang, Yaolong Zhang, Cheng Shi Zhu · 2025 · Computers, materials & continua/Computers, materials & continua (Print)
83. Autonomous fleet management system in smart ports: Practical design and analytical considerations
    Rui Chen, Jing Zhang, Hua Wang · 2025 · Multimodal Transportation
84. A light deformable multi-scale defect detection model for irregular small defects with complex background
    Jianguo Duan, Bingzong Zhang, Qinglei Zhang, Jiyun Qin · 2025 · Engineering Failure Analysis
85. Dense-stream YOLOv8n: a lightweight framework for real-time crowd monitoring in smart libraries
    Zini Chen, Xuming Xie, Taorong Qiu, Leiyue Yao · 2025 · Scientific Reports
86. Lightweight detection of cotton leaf diseases using StyleGAN2-ADA and decoupled focused self-attention
    Henghui Mo, Linjing Wei · 2025 · Journal of King Saud University - Computer and Information Sciences
87. Leveraging federated learning and edge computing for pandemic-resilient healthcare
    Atlanta Choudhury, Kandarpa Kumar Sarma, Vyacheslav V. Gulvanskii, Dmitrii Kaplun, Lachit Dutta · 2025 · Scientific Reports
88. CMD-YOLO: A lightweight model for cherry maturity detection targeting small object
    Meng Li, Xue Wen Ding, Jinliang Wang · 2025 · Smart Agricultural Technology
89. AgriScout: AI-powered robot for precise detection of PVY-infected potato plants
    Charanpreet Singh, Gurjit S. Randhawa, Aitazaz A. Farooque, Yuvraj Singh Gill, Andrew Fraser, Lokesh Kumar K.M., Ryan Barrett, Khalil I. Al-Mughrabi · 2025 · Computers and Electronics in Agriculture
90. Multiple Mechanisms to Strengthen the Ability of YOLOv5s for Real-Time Identification of Vehicle Type
    Qiang Luo, Junfan Wang, Mingyu Gao, Zhiwei He, Yuxiang Yang, Hongtao Zhou · 2022 · Electronics
91. Identification and Detection of Biological Information on Tiny Biological Targets Based on Subtle Differences
    Siyu Chen, Yunchao Tang, Xiangjun Zou, Hanlin Huo, Kewei Hu, Boran Hu, Yaoqiang Pan · 2022 · Machines
92. Semi-Supervised Detection Model Based on Adaptive Ensemble Learning for Medical Images
    Jingchen Li, Haobin Shi, Wenbai Chen, Naijun Liu, Kao‐Shing Hwang · 2023 · IEEE Transactions on Neural Networks and Learning Systems
93. Experimental Study on Chess Board Setup Using Delta Parallel Robot Based on Deep Learning
    Parsa Yarmohammadi, Navid Asadi Khomami, Mehdi Tale Masouleh, Mohammad Reza Zakerzadeh · 2023 · RSI International Conference on Robotics and Mechatronics (ICRoM)
94. Integrating AI in NDE: Techniques, trends, and further directions
    Eduardo Pérez, Cemil Emre Ardıç, Ozan Çakıroğlu, Kevin Jacob, Sayako Kodera, Luca Pompa, Mohamad Rachid, Han Wang, Yiming Zhou, Cyril Zimmer et al. · 2025 · NDT & E International
95. Cotton Leaf Disease Detection Using LLM-Synthetic Data and DEMM-YOLO Model
    Lijun Gao, Tiantian Ran, Hua Zou, Huanhuan Wu · 2025 · Agriculture
96. A multi-agent mutual trust evaluation and regulation mechanism for human-robot-XR collaborative assembly system
    Yali Liu, Jiacheng Xie, Xiaojun Qiao, Rui Du, Xuewen Wang · 2025 · Computers & Industrial Engineering
97. Detection And Count of Human Bodies In a Crowd Scene Based on Enhancement Features By Using The YOLO v5 Algorithm
    Mohammed A. S. Ali, Abir Jaafar Hussain, Ahmed T. Sadiq · 2022 · Iraqi Journal of Computer Communication Control and System Engineering
98. Developing tongue coating status assessment using image recognition with deep learning
    Jumpei Okawa, Kazuhiro Hori, Hiromi Izuno, Masayo Fukuda, Takako Ujihashi, Shohei Kodama, Tasuku Yoshimoto, Rikako Sato, Takahiro Ono · 2023 · Journal of Prosthodontic Research
99. Deep Neural Network-Based Automatic Dicentric Chromosome Detection Using a Model Pretrained on Common Objects
    Kangsan Kim, Kwang Seok Kim, Won Il Jang, Seongjae Jang, Gil Tae Hwang, Sang‐Keun Woo · 2023 · Diagnostics
100. Object Detection and Localisation in Thermal Images by means of UAV/Drone
     Fabio Martinelli, Francesco Mercaldo, Antonella Santone · 2023 · Procedia Computer Science