Resource-Constrained UAV-Based Weed Detection for Site-Specific Management on Edge Devices
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Linyuan, Yao, Haibo, Tseng, Te-Ming, Betitame, Kelvin, Sun, Xin, Huang, Hanbo, Chen, Dong |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Comprehensive Evaluation of YOLO-based Deer Detection Performance on Edge Devices
by: Adhikari, Bishal, et al.
Published: (2025)
by: Adhikari, Bishal, et al.
Published: (2025)
Efficient Visual Anomaly Detection at the Edge: Enabling Real-Time Industrial Inspection on Resource-Constrained Devices
by: Stropeni, Arianna, et al.
Published: (2026)
by: Stropeni, Arianna, et al.
Published: (2026)
TinyEcoWeedNet: Edge Efficient Real-Time Aerial Agricultural Weed Detection
by: Khater, Omar H., et al.
Published: (2025)
by: Khater, Omar H., et al.
Published: (2025)
SlimEdge: Performance and Device Aware Distributed DNN Deployment on Resource-Constrained Edge Hardware
by: Kumar, Mahadev Sunil, et al.
Published: (2025)
by: Kumar, Mahadev Sunil, et al.
Published: (2025)
WeedsGalore: A Multispectral and Multitemporal UAV-based Dataset for Crop and Weed Segmentation in Agricultural Maize Fields
by: Celikkan, Ekin, et al.
Published: (2025)
by: Celikkan, Ekin, et al.
Published: (2025)
Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection
by: Liu, Dingning, et al.
Published: (2025)
by: Liu, Dingning, et al.
Published: (2025)
BAWSeg: A UAV Multispectral Benchmark for Barley Weed Segmentation
by: Wang, Haitian, et al.
Published: (2026)
by: Wang, Haitian, et al.
Published: (2026)
Dynamic Meta-Ensemble Framework for Efficient and Accurate Deep Learning in Plant Leaf Disease Detection on Resource-Constrained Edge Devices
by: Moges, Weloday Fikadu, et al.
Published: (2026)
by: Moges, Weloday Fikadu, et al.
Published: (2026)
Towards Low-Energy Adaptive Personalization for Resource-Constrained Devices
by: Huang, Yushan, et al.
Published: (2024)
by: Huang, Yushan, et al.
Published: (2024)
HSCP: A Two-Stage Spectral Clustering Framework for Resource-Constrained UAV Identification
by: Wang, Maoyu, et al.
Published: (2025)
by: Wang, Maoyu, et al.
Published: (2025)
Real-Time Aerial Fire Detection on Resource-Constrained Devices Using Knowledge Distillation
by: Jangirova, Sabina, et al.
Published: (2025)
by: Jangirova, Sabina, et al.
Published: (2025)
Panopticus: Omnidirectional 3D Object Detection on Resource-constrained Edge Devices
by: Lee, Jeho, et al.
Published: (2024)
by: Lee, Jeho, et al.
Published: (2024)
On-Demand Multi-Task Sparsity for Efficient Large-Model Deployment on Edge Devices
by: Huang, Lianming, et al.
Published: (2025)
by: Huang, Lianming, et al.
Published: (2025)
Remote Sensing for Weed Detection and Control
by: Bansal, Ishita, et al.
Published: (2024)
by: Bansal, Ishita, et al.
Published: (2024)
FALO: Fast and Accurate LiDAR 3D Object Detection on Resource-Constrained Devices
by: Han, Shizhong, et al.
Published: (2025)
by: Han, Shizhong, et al.
Published: (2025)
Evaluation of Convolutional and Transformer-Based Detectors for Weed Detection in Tomato Plantations
by: Espinosa, Alcides Toledo, et al.
Published: (2026)
by: Espinosa, Alcides Toledo, et al.
Published: (2026)
Weed Detection using Convolutional Neural Network
by: Tripathi, Santosh Kumar, et al.
Published: (2025)
by: Tripathi, Santosh Kumar, et al.
Published: (2025)
Energy-Efficient Fast Object Detection on Edge Devices for IoT Systems
by: Achmadiah, Mas Nurul, et al.
Published: (2026)
by: Achmadiah, Mas Nurul, et al.
Published: (2026)
Semantic-guided modeling of spatial relation and object co-occurrence for indoor scene recognition
by: Song, Chuanxin, et al.
Published: (2023)
by: Song, Chuanxin, et al.
Published: (2023)
Inter-object Discriminative Graph Modeling for Indoor Scene Recognition
by: Song, Chuanxin, et al.
Published: (2023)
by: Song, Chuanxin, et al.
Published: (2023)
The Outline of Deception: Physical Adversarial Attacks on Traffic Signs Using Edge Patches
by: Ji, Haojie, et al.
Published: (2025)
by: Ji, Haojie, et al.
Published: (2025)
Improving Lightweight Weed Detection via Knowledge Distillation
by: Saltık, Ahmet Oğuz, et al.
Published: (2025)
by: Saltık, Ahmet Oğuz, et al.
Published: (2025)
Overload: Latency Attacks on Object Detection for Edge Devices
by: Chen, Erh-Chung, et al.
Published: (2023)
by: Chen, Erh-Chung, et al.
Published: (2023)
NuWa: Deriving Lightweight Task-Specific Vision Transformers for Edge Devices
by: Wei, Ziteng, et al.
Published: (2025)
by: Wei, Ziteng, et al.
Published: (2025)
Performance Evaluation of Semi-supervised Learning Frameworks for Multi-Class Weed Detection
by: Li, Jiajia, et al.
Published: (2024)
by: Li, Jiajia, et al.
Published: (2024)
OCDet: Object Center Detection via Bounding Box-Aware Heatmap Prediction on Edge Devices with NPUs
by: Xin, Chen, et al.
Published: (2024)
by: Xin, Chen, et al.
Published: (2024)
Vision Foundation Models in Agriculture: Toward Domain-Specific Adaptation for Weed Herbicide Trials Assessment
by: Benito-Del-Valle, Leire, et al.
Published: (2025)
by: Benito-Del-Valle, Leire, et al.
Published: (2025)
Detection of kochia [ Bassia scoparia (L.) A.J. Scott] and waterhemp [ Amaranthus tuberculatus (Moq.) J.D. Sauer] in sugarbeet field using hyperspectral imaging and deep learning technologies
by: Bright Mensah, et al.
Published: (2025)
by: Bright Mensah, et al.
Published: (2025)
Semi-Supervised Weed Detection for Rapid Deployment and Enhanced Efficiency
by: Saleh, Alzayat, et al.
Published: (2024)
by: Saleh, Alzayat, et al.
Published: (2024)
SAM-Based Building Change Detection with Distribution-Aware Fourier Adaptation and Edge-Constrained Warping
by: Li, Yun-Cheng, et al.
Published: (2025)
by: Li, Yun-Cheng, et al.
Published: (2025)
Real-Time Vehicle Detection and Urban Traffic Behavior Analysis Based on UAV Traffic Videos on Mobile Devices
by: Zhu, Yuan, et al.
Published: (2024)
by: Zhu, Yuan, et al.
Published: (2024)
EcoWeedNet: A Lightweight and Automated Weed Detection Method for Sustainable Next-Generation Agricultural Consumer Electronics
by: Khater, Omar H., et al.
Published: (2025)
by: Khater, Omar H., et al.
Published: (2025)
Edge Unlearning is Not "on Edge"! An Adaptive Exact Unlearning System on Resource-Constrained Devices
by: Xia, Xiaoyu, et al.
Published: (2024)
by: Xia, Xiaoyu, et al.
Published: (2024)
SFFNet: Synergistic Feature Fusion Network With Dual-Domain Edge Enhancement for UAV Image Object Detection
by: Zhang, Wenfeng, et al.
Published: (2026)
by: Zhang, Wenfeng, et al.
Published: (2026)
Amped: Adaptive Multi-stage Non-edge Pruning for Edge Detection
by: Gao, Yuhan, et al.
Published: (2026)
by: Gao, Yuhan, et al.
Published: (2026)
LEVIO: Lightweight Embedded Visual Inertial Odometry for Resource-Constrained Devices
by: Kühne, Jonas, et al.
Published: (2026)
by: Kühne, Jonas, et al.
Published: (2026)
RoWeeder: Unsupervised Weed Mapping through Crop-Row Detection
by: De Marinis, Pasquale, et al.
Published: (2024)
by: De Marinis, Pasquale, et al.
Published: (2024)
Fast Object Detection with a Machine Learning Edge Device
by: Rodriguez, Richard C., et al.
Published: (2024)
by: Rodriguez, Richard C., et al.
Published: (2024)
SWNet: A Cross-Spectral Network for Camouflaged Weed Detection
by: Velesaca, Henry O., et al.
Published: (2026)
by: Velesaca, Henry O., et al.
Published: (2026)
Semantic-embedded Similarity Prototype for Scene Recognition
by: Song, Chuanxin, et al.
Published: (2023)
by: Song, Chuanxin, et al.
Published: (2023)
Similar Items
-
A Comprehensive Evaluation of YOLO-based Deer Detection Performance on Edge Devices
by: Adhikari, Bishal, et al.
Published: (2025) -
Efficient Visual Anomaly Detection at the Edge: Enabling Real-Time Industrial Inspection on Resource-Constrained Devices
by: Stropeni, Arianna, et al.
Published: (2026) -
TinyEcoWeedNet: Edge Efficient Real-Time Aerial Agricultural Weed Detection
by: Khater, Omar H., et al.
Published: (2025) -
SlimEdge: Performance and Device Aware Distributed DNN Deployment on Resource-Constrained Edge Hardware
by: Kumar, Mahadev Sunil, et al.
Published: (2025) -
WeedsGalore: A Multispectral and Multitemporal UAV-based Dataset for Crop and Weed Segmentation in Agricultural Maize Fields
by: Celikkan, Ekin, et al.
Published: (2025)