Cargando…

Ship Fire Detection Based on an Improved YOLO Algorithm with a Lightweight Convolutional Neural Network Model

Ship fire is one of the greatest dangers to ship navigation safety. Nevertheless, typical detection methods have limited detection effectiveness and accuracy due to distance restrictions and ship motion. Although the issue can be addressed by image recognition algorithms based on deep learning, the...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wu, Huafeng, Hu, Yanglin, Wang, Weijun, Mei, Xiaojun, Xian, Jiangfeng
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9573461/ https://www.ncbi.nlm.nih.gov/pubmed/36236518 http://dx.doi.org/10.3390/s22197420

Ejemplares similares

Improvement of Lightweight Convolutional Neural Network Model Based on YOLO Algorithm and Its Research in Pavement Defect Detection
por: Du, Fu-Jun, et al.
Publicado: (2022)

CAA-YOLO: Combined-Attention-Augmented YOLO for Infrared Ocean Ships Detection
por: Ye, Jing, et al.
Publicado: (2022)

Efficient-Lightweight YOLO: Improving Small Object Detection in YOLO for Aerial Images
por: Hu, Mengzi, et al.
Publicado: (2023)

DB-YOLO: A Duplicate Bilateral YOLO Network for Multi-Scale Ship Detection in SAR Images
por: Zhu, Haozhen, et al.
Publicado: (2021)

YOLO-S: A Lightweight and Accurate YOLO-like Network for Small Target Selection in Aerial Imagery
por: Betti, Alessandro, et al.
Publicado: (2023)

Toward surface defect detection in electronics manufacturing by an accurate and lightweight YOLO-style object detector
por: Wang, Jyunrong, et al.
Publicado: (2023)

Lightweight Network DCR-YOLO for Surface Defect Detection on Printed Circuit Boards
por: Jiang, Yuanyuan, et al.
Publicado: (2023)

Segmentation and Phenotype Calculation of Rapeseed Pods Based on YOLO v8 and Mask R-Convolution Neural Networks
por: Wang, Nan, et al.
Publicado: (2023)

Tomato Diseases and Pests Detection Based on Improved Yolo V3 Convolutional Neural Network
por: Liu, Jun, et al.
Publicado: (2020)

MGA-YOLO: A lightweight one-stage network for apple leaf disease detection
por: Wang, Yiwen, et al.
Publicado: (2022)

A Lightweight Semantic Segmentation Algorithm Based on Deep Convolutional Neural Networks
por: Yang, Chengzhi, et al.
Publicado: (2022)

Application of local fully Convolutional Neural Network combined with YOLO v5 algorithm in small target detection of remote sensing image
por: Wu, Wentong, et al.
Publicado: (2021)

A Lightweight YOLOv5-MNE Algorithm for SAR Ship Detection
por: Pang, Lei, et al.
Publicado: (2022)

Lightweight forest smoke and fire detection algorithm based on improved YOLOv5
por: Yang, Jie, et al.
Publicado: (2023)

YOLO-LWNet: A Lightweight Road Damage Object Detection Network for Mobile Terminal Devices
por: Wu, Chenguang, et al.
Publicado: (2023)

Retraction: Application of local fully Convolutional Neural Network combined with YOLO v5 algorithm in small target detection of remote sensing image
Publicado: (2023)

Retracted: A Lightweight Semantic Segmentation Algorithm Based on Deep Convolutional Neural Networks
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

GL-YOLO-Lite: A Novel Lightweight Fallen Person Detection Model
por: Dai, Yuan, et al.
Publicado: (2023)

YOLO-SASE: An Improved YOLO Algorithm for the Small Targets Detection in Complex Backgrounds
por: Zhou, Xiao, et al.
Publicado: (2022)

An automatic identification system for citrus greening disease (Huanglongbing) using a YOLO convolutional neural network
por: Qiu, Rong-Zhou, et al.
Publicado: (2022)

Research and Verification of Convolutional Neural Network Lightweight in BCI
por: Xu, Shipu, et al.
Publicado: (2020)

Real-Time Target Detection Method Based on Lightweight Convolutional Neural Network
por: Yun, Juntong, et al.
Publicado: (2022)

Deepfake video detection: YOLO-Face convolution recurrent approach
por: Ismail, Aya, et al.
Publicado: (2021)

ALAD-YOLO:an lightweight and accurate detector for apple leaf diseases
por: Xu, Weishi, et al.
Publicado: (2023)

YOLO-SS-Large: A Lightweight and High-Performance Model for Defect Detection in Substations
por: Wang, Qian, et al.
Publicado: (2023)

A lightweight ship target detection model based on improved YOLOv5s algorithm
por: Zheng, Yuanzhou, et al.
Publicado: (2023)

Application of Convolutional Neural Network (CNN) to Recognize Ship Structures
por: Lim, Jae-Jun, et al.
Publicado: (2022)

Lightweight-Convolutional Neural Network for Apple Leaf Disease Identification
por: Fu, Lili, et al.
Publicado: (2022)

LightMixer: A novel lightweight convolutional neural network for tomato disease detection
por: Zhong, Yi, et al.
Publicado: (2023)

A Robust, Non-Cooperative Localization Algorithm in the Presence of Outlier Measurements in Ocean Sensor Networks
por: Mei, Xiaojun, et al.
Publicado: (2019)

Lightweight convolutional neural network for aircraft small target real-time detection in Airport videos in complex scenes
por: Li, Weidong, et al.
Publicado: (2022)

SenseLite: A YOLO-Based Lightweight Model for Small Object Detection in Aerial Imagery
por: Han, Tianxin, et al.
Publicado: (2023)

YOLO-SCL: a lightweight detection model for citrus psyllid based on spatial channel interaction
por: Lyu, Shilei, et al.
Publicado: (2023)

SAI-YOLO: A Lightweight Network for Real-Time Detection of Driver Mask-Wearing Specification on Resource-Constrained Devices
por: Zhao, Zuopeng, et al.
Publicado: (2021)

Ship Type Classification by Convolutional Neural Networks with Auditory-Like Mechanisms
por: Shen, Sheng, et al.
Publicado: (2020)

Research on Airplane and Ship Detection of Aerial Remote Sensing Images Based on Convolutional Neural Network
por: Cao, Changqing, et al.
Publicado: (2020)

Individual dairy cow identification based on lightweight convolutional neural network
por: Li, Shijun, et al.
Publicado: (2021)

Malaria Diagnosis Using a Lightweight Deep Convolutional Neural Network
por: Magotra, Varun, et al.
Publicado: (2022)

Satellite cloud image segmentation based on lightweight convolutional neural network
por: Li, Xi, et al.
Publicado: (2023)

Improved Lightweight Convolutional Neural Network for Finger Vein Recognition System
por: Hsia, Chih-Hsien, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_tosfombncgffl9alsmhgjsdbed