Cargando…

YOLOv4 with Deformable-Embedding-Transformer Feature Extractor for Exact Object Detection in Aerial Imagery

The deep learning method for natural-image object detection tasks has made tremendous progress in recent decades. However, due to multiscale targets, complex backgrounds, and high-scale small targets, methods from the field of natural images frequently fail to produce satisfactory results when appli...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wu, Yiheng, Li, Jianjun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10007093/ https://www.ncbi.nlm.nih.gov/pubmed/36904727 http://dx.doi.org/10.3390/s23052522

Ejemplares similares

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

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

UAV-YOLOv8: A Small-Object-Detection Model Based on Improved YOLOv8 for UAV Aerial Photography Scenarios
por: Wang, Gang, et al.
Publicado: (2023)

YOLOv5 with ConvMixer Prediction Heads for Precise Object Detection in Drone Imagery
por: Baidya, Ranjai, et al.
Publicado: (2022)

YOLOv5s-DSD: An Improved Aerial Image Detection Algorithm Based on YOLOv5s
por: Sun, Chaoyue, et al.
Publicado: (2023)

Oriented Vehicle Detection in Aerial Images Based on YOLOv4
por: Lin, Tai-Hung, et al.
Publicado: (2022)

Swin-Transformer-Based YOLOv5 for Small-Object Detection in Remote Sensing Images
por: Cao, Xuan, et al.
Publicado: (2023)

UN-YOLOv5s: A UAV-Based Aerial Photography Detection Algorithm
por: Guo, Junmei, et al.
Publicado: (2023)

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

Industrial Anomaly Detection with Skip Autoencoder and Deep Feature Extractor
por: Tang, Ta-Wei, et al.
Publicado: (2022)

Deep Learning-Based Real-Time Multiple-Object Detection and Tracking from Aerial Imagery via a Flying Robot with GPU-Based Embedded Devices
por: Hossain, Sabir, et al.
Publicado: (2019)

Enhanced Single Shot Small Object Detector for Aerial Imagery Using Super-Resolution, Feature Fusion and Deconvolution
por: Maktab Dar Oghaz, Mahdi, et al.
Publicado: (2022)

YOLOv5s-Fog: An Improved Model Based on YOLOv5s for Object Detection in Foggy Weather Scenarios
por: Meng, Xianglin, et al.
Publicado: (2023)

A novel algorithm for small object detection based on YOLOv4
por: Wei, Jiangshu, et al.
Publicado: (2023)

A General Purpose Feature Extractor for Light Detection and Ranging Data
por: Li, Yangming, et al.
Publicado: (2010)

IDOD-YOLOV7: Image-Dehazing YOLOV7 for Object Detection in Low-Light Foggy Traffic Environments
por: Qiu, Yongsheng, et al.
Publicado: (2023)

An Improved YOLOv5-Based Underwater Object-Detection Framework
por: Zhang, Jian, et al.
Publicado: (2023)

Enhanced YOLOv5: An Efficient Road Object Detection Method
por: Chen, Hao, et al.
Publicado: (2023)

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

A Study on Object Detection Performance of YOLOv4 for Autonomous Driving of Tram
por: Woo, Joo, et al.
Publicado: (2022)

An object detection algorithm combining self-attention and YOLOv4 in traffic scene
por: Lu, Kewei, et al.
Publicado: (2023)

Real-Time Vehicle Detection from UAV Aerial Images Based on Improved YOLOv5
por: Li, Shuaicai, et al.
Publicado: (2023)

Real-Time Obstacle Detection with YOLOv8 in a WSN Using UAV Aerial Photography
por: Rahman, Shakila, et al.
Publicado: (2023)

Object Detection of Flexible Objects with Arbitrary Orientation Based on Rotation-Adaptive YOLOv5 †
por: Wu, Jiajun, et al.
Publicado: (2023)

Universal detection of curved rice panicles in complex environments using aerial images and improved YOLOv4 model
por: Sun, Boteng, et al.
Publicado: (2022)

Using Hybrid HMM/DNN Embedding Extractor Models in Computational Paralinguistic Tasks
por: Vetráb, Mercedes, et al.
Publicado: (2023)

Comparing YOLOv3, YOLOv4 and YOLOv5 for Autonomous Landing Spot Detection in Faulty UAVs
por: Nepal, Upesh, et al.
Publicado: (2022)

Comedo Extractor
por: Beddoes, T. P.
Publicado: (1911)

Saliva Extractor
Publicado: (1877)

Pulp Extractors
Publicado: (1866)

Obstetrical Extractor
Publicado: (1856)

The Obstetrical Extractor
por: Evans, John
Publicado: (1850)

Object Detection Method for Grasping Robot Based on Improved YOLOv5
por: Song, Qisong, et al.
Publicado: (2021)

Object-Based Image Analysis Applied to Low Altitude Aerial Imagery for Potato Plant Trait Retrieval and Pathogen Detection
por: Siebring, Jasper, et al.
Publicado: (2019)

SF-YOLOv5: A Lightweight Small Object Detection Algorithm Based on Improved Feature Fusion Mode
por: Liu, Haiying, et al.
Publicado: (2022)

gFEX, the ATLAS Calorimeter Global Feature Extractor
por: Takai, Helio, et al.
Publicado: (2015)

Accuracy vs. Energy: An Assessment of Bee Object Inference in Videos from On-Hive Video Loggers with YOLOv3, YOLOv4-Tiny, and YOLOv7-Tiny
por: Kulyukin, Vladimir A., et al.
Publicado: (2023)

Enhanced YOLOv5 Object Detection Algorithm for Accurate Detection of Adult Rhynchophorus ferrugineus
por: Wu, Shuai, et al.
Publicado: (2023)

BatteryDataExtractor: battery-aware text-mining software embedded with BERT models
por: Huang, Shu, et al.
Publicado: (2022)

Shearlets as feature extractor for semantic edge detection: the model-based and data-driven realm
por: Andrade-Loarca, Héctor, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_v3qnsg9dugob2v8uo3v46kmffu