YH-RTYO: an end-to-end object detection method for crop growth anomaly detection in UAV scenarios

YH-RTYO: an end-to-end object detection method for crop growth anomaly detection in UAV scenarios

Background Small object detection via unmanned Aerial vehicle (UAV) is crucial for smart agriculture, enhancing yield and efficiency. Methods This study addresses the issue of missed detections in crowded environments by developing an efficient algorithm tailored for precise, real-time small object...

Deskribapen osoa

Xehetasun bibliografikoak
Egile Nagusiak:	Yihang Li, WenZhong Yang, Zhifeng Lu, Houwang Shi
Formatua:	Artikulua
Hizkuntza:	English
Argitaratua:	PeerJ Inc. 2024-12-01
Saila:	PeerJ Computer Science
Gaiak:	Growth conditions Target detection Convolutional model Transformer UAV scenes
Sarrera elektronikoa:	https://peerj.com/articles/cs-2477.pdf

Antzeko izenburuak

End-to-End Deep One-Class Learning for Anomaly Detection in UAV Video Stream
nork: Slim Hamdi, et al.
Argitaratua: (2021-05-01)

VSAI: A Multi-View Dataset for Vehicle Detection in Complex Scenarios Using Aerial Images
nork: Jinghao Wang, et al.
Argitaratua: (2022-06-01)

FOSNet: An End-to-End Trainable Deep Neural Network for Scene Recognition
nork: Hongje Seong, et al.
Argitaratua: (2020-01-01)

An end-to-end text spotter with text relation networks
nork: Jianguo Jiang, et al.
Argitaratua: (2021-04-01)

Combining transformer and CNN for object detection in UAV imagery
nork: Willy Fitra Hendria, et al.
Argitaratua: (2023-04-01)

HawkEye Conv-Driven YOLOv10 with Advanced Feature Pyramid Networks for Small Object Detection in UAV Imagery
nork: Yihang Li, et al.
Argitaratua: (2024-11-01)

Synchronous End-to-End Vehicle Pedestrian Detection Algorithm Based on Improved YOLOv8 in Complex Scenarios
nork: Shi Lei, et al.
Argitaratua: (2024-09-01)

RF-Enabled Deep-Learning-Assisted Drone Detection and Identification: An End-to-End Approach
nork: Syed Samiul Alam, et al.
Argitaratua: (2023-04-01)

UAV Based Indoor Localization and Objection Detection
nork: Yimin Zhou, et al.
Argitaratua: (2022-07-01)

Deep Object Detection of Crop Weeds: Performance of YOLOv7 on a Real Case Dataset from UAV Images
nork: Ignazio Gallo, et al.
Argitaratua: (2023-01-01)

End to end polysemantic cooperative mixed task trainer for UAV target detection
nork: Xueying Liao, et al.
Argitaratua: (2024-11-01)

A new lightweight network for efficient UAV object detection
nork: Wei Hua, et al.
Argitaratua: (2024-06-01)

Lightweight Detection Network Based on Sub-Pixel Convolution and Objectness-Aware Structure for UAV Images
nork: Xuanye Li, et al.
Argitaratua: (2021-08-01)

CSDS: End-to-End Aerial Scenes Classification With Depthwise Separable Convolution and an Attention Mechanism
nork: Xinyu Wang, et al.
Argitaratua: (2021-01-01)

A Method for Detection of Small Moving Objects in UAV Videos
nork: Vladan Stojnić, et al.
Argitaratua: (2021-02-01)

AMFEF-DETR: An End-to-End Adaptive Multi-Scale Feature Extraction and Fusion Object Detection Network Based on UAV Aerial Images
nork: Sen Wang, et al.
Argitaratua: (2024-09-01)

Visual place recognition from end-to-end semantic scene text features
nork: Zobeir Raisi, et al.
Argitaratua: (2024-09-01)

Object Detection for UAV Aerial Scenarios Based on Vectorized IOU
nork: Shun Lu, et al.
Argitaratua: (2023-03-01)

Small Object Detection in UAV Images Based on YOLOv8n
nork: LongYan Xu, et al.
Argitaratua: (2024-08-01)

An End-to-End UAV Simulation Platform for Visual SLAM and Navigation
nork: Shengyang Chen, et al.
Argitaratua: (2022-01-01)

Object Detection in UAV Images via Global Density Fused Convolutional Network
nork: Ruiqian Zhang, et al.
Argitaratua: (2020-09-01)

Virtual Experience Toolkit: An End-to-End Automated 3D Scene Virtualization Framework Implementing Computer Vision Techniques
nork: Pau Mora, et al.
Argitaratua: (2024-06-01)

Lightweight and Efficient Tiny-Object Detection Based on Improved YOLOv8n for UAV Aerial Images
nork: Min Yue, et al.
Argitaratua: (2024-06-01)

CNN-Based UAV Detection and Classification Using Sensor Fusion
nork: Hunje Lee, et al.
Argitaratua: (2023-01-01)

RMFPN: End-to-End Scene Text Recognition Using Multi-Feature Pyramid Network
nork: Ruturaj Mahadshetti, et al.
Argitaratua: (2023-01-01)

A Path Planning Method with Perception Optimization Based on Sky Scanning for UAVs
nork: Songhe Yuan, et al.
Argitaratua: (2022-01-01)

Towards an Ontology Design Pattern for UAV Video Content Analysis
nork: Danilo Cavaliere, et al.
Argitaratua: (2019-01-01)

Comprehensive Analysis of the Object Detection Pipeline on UAVs
nork: Leon Amadeus Varga, et al.
Argitaratua: (2022-11-01)

Dense context distillation network for semantic parsing of oblique UAV images
nork: Youli Ding, et al.
Argitaratua: (2022-11-01)

Strategies for Optimized UAV Surveillance in Various Tasks and Scenarios: A Review
nork: Zixuan Fang, et al.
Argitaratua: (2024-05-01)

Extensive Knowledge Distillation Model: An End-to-End Effective Anomaly Detection Model for Real-Time Industrial Applications
nork: Akhrorjon Akhmadjon Ugli Rakhmonov, et al.
Argitaratua: (2023-01-01)

OPTIMAL DOCKING PROBLEM OF UAV AT DETECTED MOVING OBJECT
nork: Lamiya NABADOVA
Argitaratua: (2023-09-01)

End-to-end UAV obstacle avoidance decision based on deep reinforcement learning
nork: ZHANG Yunyan, et al.
Argitaratua: (2022-10-01)

Indoor Scene Recognition via Object Detection and TF-IDF
nork: Edvard Heikel, et al.
Argitaratua: (2022-07-01)

An Intuitive End-to-End Human-UAV Interaction System for Field Exploration
nork: Ran Jiao, et al.
Argitaratua: (2020-02-01)

Occluded object detection and exposure in cluttered environments with automated hyperspectral anomaly detection
nork: Nathaniel Hanson, et al.
Argitaratua: (2022-10-01)

Detection, Location and Grasping Objects Using a Stereo Sensor on UAV in Outdoor Environments
nork: Pablo Ramon Soria, et al.
Argitaratua: (2017-01-01)

TrackingMamba: Visual State Space Model for Object Tracking
nork: Qingwang Wang, et al.
Argitaratua: (2024-01-01)

A CNN-Transformer Hybrid Model Based on CSWin Transformer for UAV Image Object Detection
nork: Wanjie Lu, et al.
Argitaratua: (2023-01-01)

UAV-YOLOv8: A Small-Object-Detection Model Based on Improved YOLOv8 for UAV Aerial Photography Scenarios
nork: Gang Wang, et al.
Argitaratua: (2023-08-01)