Cargando…

SenseLite: A YOLO-Based Lightweight Model for Small Object Detection in Aerial Imagery

In the field of aerial remote sensing, detecting small objects in aerial images is challenging. Their subtle presence against broad backgrounds, combined with environmental complexities and low image resolution, complicates identification. While their detection is crucial for urban planning, traffic...

Descripción completa

Detalles Bibliográficos
Autores principales:	Han, Tianxin, Dong, Qing, Sun, Lina
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10574857/ https://www.ncbi.nlm.nih.gov/pubmed/37836948 http://dx.doi.org/10.3390/s23198118

Ejemplares similares

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

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

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

Lightweight Object Detection Algorithm for UAV Aerial Imagery
por: Wang, Jian, et al.
Publicado: (2023)

UAV-YOLO: Small Object Detection on Unmanned Aerial Vehicle Perspective
por: Liu, Mingjie, et al.
Publicado: (2020)

AIE-YOLO: Auxiliary Information Enhanced YOLO for Small Object Detection
por: Yan, Bingnan, et al.
Publicado: (2022)

Mixed YOLOv3-LITE: A Lightweight Real-Time Object Detection Method
por: Zhao, Haipeng, et al.
Publicado: (2020)

RSI-YOLO: Object Detection Method for Remote Sensing Images Based on Improved YOLO
por: Li, Zhuang, 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)

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

Cooktop Sensing Based on a YOLO Object Detection Algorithm
por: Azurmendi, Iker, et al.
Publicado: (2023)

YOLO-G: Improved YOLO for cross-domain object detection
por: Wei, Jian, et al.
Publicado: (2023)

YOLO-DRS: A Bioinspired Object Detection Algorithm for Remote Sensing Images Incorporating a Multi-Scale Efficient Lightweight Attention Mechanism
por: Liao, Huan, et al.
Publicado: (2023)

Small Object Detection in Traffic Scenes Based on YOLO-MXANet
por: He, Xiaowei, et al.
Publicado: (2021)

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

SFHG-YOLO: A Simple Real-Time Small-Object-Detection Method for Estimating Pineapple Yield from Unmanned Aerial Vehicles
por: Yu, Guoyan, et al.
Publicado: (2023)

Lightweight aerial image object detection algorithm based on improved YOLOv5s
por: Deng, Lixia, et al.
Publicado: (2023)

LiteNet: Lightweight Neural Network for Detecting Arrhythmias at Resource-Constrained Mobile Devices
por: He, Ziyang, et al.
Publicado: (2018)

STC-YOLO: Small Object Detection Network for Traffic Signs in Complex Environments
por: Lai, Huaqing, et al.
Publicado: (2023)

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

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

YOLO-SS-Large: A Lightweight and High-Performance Model for Defect Detection in Substations
por: Wang, Qian, 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)

SMD-YOLO: An efficient and lightweight detection method for mask wearing status during the COVID-19 pandemic
por: Han, Zhenggong, et al.
Publicado: (2022)

Insulators' Identification and Missing Defect Detection in Aerial Images Based on Cascaded YOLO Models
por: Liu, Jingjing, et al.
Publicado: (2022)

MSA-YOLO: A Remote Sensing Object Detection Model Based on Multi-Scale Strip Attention
por: Su, Zihang, et al.
Publicado: (2023)

LOANet: a lightweight network using object attention for extracting buildings and roads from UAV aerial remote sensing images
por: Han, Xiaoxiang, 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)

Underwater Object Detection Using TC-YOLO with Attention Mechanisms
por: Liu, Kun, et al.
Publicado: (2023)

Lightweight multi-scale network for small object detection
por: Li, Li, et al.
Publicado: (2022)

Aerial Imagery Based on Commercial Flights as Remote Sensing Platform
por: Mastelic, Toni, et al.
Publicado: (2020)

NRT-YOLO: Improved YOLOv5 Based on Nested Residual Transformer for Tiny Remote Sensing Object Detection
por: Liu, Yukuan, et al.
Publicado: (2022)

Ship Fire Detection Based on an Improved YOLO Algorithm with a Lightweight Convolutional Neural Network Model
por: Wu, Huafeng, et al.
Publicado: (2022)

YOLOv4 with Deformable-Embedding-Transformer Feature Extractor for Exact Object Detection in Aerial Imagery
por: Wu, Yiheng, et al.
Publicado: (2023)

Object detection using YOLO: challenges, architectural successors, datasets and applications
por: Diwan, Tausif, et al.
Publicado: (2022)

Dual-YOLO Architecture from Infrared and Visible Images for Object Detection
por: Bao, Chun, et al.
Publicado: (2023)

Keypoint regression strategy and angle loss based YOLO for object detection
por: Wang, Xiuling, et al.
Publicado: (2023)

R-YOLO: A YOLO-Based Method for Arbitrary-Oriented Target Detection in High-Resolution Remote Sensing Images
por: Hou, Yongjie, et al.
Publicado: (2022)

Aerial Grasping with a Lightweight Manipulator Based on Multi-Objective Optimization and Visual Compensation
por: Chen, Haoyao, et al.
Publicado: (2019)

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)

Cannot write session to /tmp/vufind_sessions/sess_c3drf5m8i5roq92itc0b1v9ue0