Research graph
References from IoT-enabled deep learning for weed species classification using MapReduce and optimization algorithm. Local targets link to admitted publications; unresolved targets remain external evidence.
Weed identification in agriculture field through IoT
2021 · External reference
Enriched energy optimized LEACH protocol for efficient data transmission in wireless sensor network
2024 · External reference
Malicious node detection in wireless sensor network using modified sandpiper optimization algorithm
2024 · External reference
Enhancing UAV-assisted vehicle edge computing networks through a digital twin-driven task offloading framework
2024 · External reference
A review of applications and communication technologies for internet of things (Iot) and unmanned aerial vehicle (uav) based sustainable smart farming
10.3390/su13041821 · 2021 · External reference
Low-cost IoT framework for Indian agriculture sector: a compressive review to meet future expectation
2022 · External reference
A low power IoT network for smart agriculture
2018 · External reference
Deep learning approaches for estimating forest vegetation cover and exploring influential ecosystem factors
2024 · External reference
Effect of varying training epochs of a faster region-based convolutional neural network on the accuracy of an automatic weed classification scheme
2023 · External reference
FCN network-based weed and crop segmentation for IoT-aided agriculture applications
10.1155/2022/2770706 · 2022 · External reference
Robotic weed control using automated weed and crop classification
10.1002/rob.21938 · 2020 · External reference
Grey wolf optimizer
10.1016/j.advengsoft.2013.12.007 · 2014 · External reference
The whale optimization algorithm
10.1016/j.advengsoft.2016.01.008 · 2016 · External reference
Deep learning-based classification of mature and immature lavender plants using UAV orthophotos and a hybrid CNN approach
10.1007/s12145-023-01200-7 · 2024 · External reference
Hybrid multi-objective-optimization algorithm for energy efficient priority-based QoS routing in IoT networks
2022 · External reference
Dynamic candidate solution boosted Beluga whale optimization algorithm for biomedical classification
10.3390/math11030707 · 2023 · External reference
Beluga whale optimization: a novel nature-inspired metaheuristic algorithm
2022 · External reference
An approach based on performer-attention-guided few-shot learning model for plant disease classification
2024 · External reference
WeedMap: a large-scale semantic weed mapping framework using aerial multispectral imaging and deep neural network for precision farming
10.3390/rs10091423 · 2018 · External reference
Weed classification from natural corn field-multi-plant images based on shallow and deep learning
10.3390/s22083021 · 2022 · External reference
Transformer neural network for weed and crop classification of high resolution UAV images
10.3390/rs14030592 · 2022 · External reference
Identification of weeds based on hyperspectral imaging and machine learning
10.3389/fpls.2020.611622 · 2021 · External reference
Atom search sunflower optimization for trust-based routing in internet of things
10.1002/jnm.2845 · 2021 · External reference
Multi-objective sunflower based grey wolf optimization algorithm for multipath routing in IoT network
10.1007/s11277-020-07951-6 · 2021 · External reference
Dingo optimization based cluster based routing in internet of things
10.3390/s22208064 · 2022 · External reference
Image patch-based deep learning approach for crop and weed recognition
10.1016/j.ecoinf.2023.102361 · 2023 · External reference
Enhancing rangeland weed detection through convolutional neural networks and transfer learning
2024 · External reference
ConvNeXt based semi-supervised approach with consistency regularization for weeds classification
10.1016/j.eswa.2023.122222 · 2024 · External reference
A w-shaped convolutional network for robust crop and weed classification in agriculture
10.1007/s11119-023-10027-7 · 2023 · External reference
CAFE-DETR: a sesame plant and weed classification and detection algorithm based on context-aware feature enhancement
2026 · External reference
Mud ring algorithm: a new meta-heuristic optimization algorithm for solving mathematical and engineering challenges
10.1109/access.2022.3173401 · 2022 · External reference
An adaptive bilateral filter-based framework for image denoising
10.1016/j.neucom.2014.03.008 · 2014 · External reference
Unresolved reference
External reference
A novel local pattern descriptor local vector pattern in high-order derivative space for face recognition
10.1109/tip.2014.2321495 · 2014 · External reference
GLCM textural features for brain tumor classification
2012 · External reference
Deep pyramidal residual networks
2017 · External reference
Unresolved reference
External reference
DeepWeeds: a multiclass weed species image dataset for deep learning
10.1038/s41598-018-38343-3 · 2019 · External reference
A comparative evaluation of convolutional neural networks, training image sizes, and deep learning optimizers for weed detection in alfalfa
10.1017/wet.2022.46 · 2022 · External reference
ADeepWeeD: an adaptive deep learning framework for weed species classification
2025 · External reference
Atom search sunflower optimization for trust-based routing in internet of things
10.1002/jnm.2845 · ExternalCitation · doi-reference
Robotic weed control using automated weed and crop classification
10.1002/rob.21938 · ExternalCitation · doi-reference
A w-shaped convolutional network for robust crop and weed classification in agriculture
10.1007/s11119-023-10027-7 · ExternalCitation · doi-reference
Multi-objective sunflower based grey wolf optimization algorithm for multipath routing in IoT network
10.1007/s11277-020-07951-6 · ExternalCitation · doi-reference
Deep learning-based classification of mature and immature lavender plants using UAV orthophotos and a hybrid CNN approach
10.1007/s12145-023-01200-7 · ExternalCitation · doi-reference
Grey wolf optimizer
10.1016/j.advengsoft.2013.12.007 · ExternalCitation · doi-reference
The whale optimization algorithm
10.1016/j.advengsoft.2016.01.008 · ExternalCitation · doi-reference
Image patch-based deep learning approach for crop and weed recognition
10.1016/j.ecoinf.2023.102361 · ExternalCitation · doi-reference
ConvNeXt based semi-supervised approach with consistency regularization for weeds classification
10.1016/j.eswa.2023.122222 · ExternalCitation · doi-reference
An adaptive bilateral filter-based framework for image denoising
10.1016/j.neucom.2014.03.008 · ExternalCitation · doi-reference
A comparative evaluation of convolutional neural networks, training image sizes, and deep learning optimizers for weed detection in alfalfa
10.1017/wet.2022.46 · ExternalCitation · doi-reference
DeepWeeds: a multiclass weed species image dataset for deep learning
10.1038/s41598-018-38343-3 · ExternalCitation · doi-reference
Mud ring algorithm: a new meta-heuristic optimization algorithm for solving mathematical and engineering challenges
10.1109/access.2022.3173401 · ExternalCitation · doi-reference
A novel local pattern descriptor local vector pattern in high-order derivative space for face recognition
10.1109/tip.2014.2321495 · ExternalCitation · doi-reference
FCN network-based weed and crop segmentation for IoT-aided agriculture applications
10.1155/2022/2770706 · ExternalCitation · doi-reference
Identification of weeds based on hyperspectral imaging and machine learning
10.3389/fpls.2020.611622 · ExternalCitation · doi-reference
Dynamic candidate solution boosted Beluga whale optimization algorithm for biomedical classification
10.3390/math11030707 · ExternalCitation · doi-reference
WeedMap: a large-scale semantic weed mapping framework using aerial multispectral imaging and deep neural network for precision farming
10.3390/rs10091423 · ExternalCitation · doi-reference
Transformer neural network for weed and crop classification of high resolution UAV images
10.3390/rs14030592 · ExternalCitation · doi-reference
Weed classification from natural corn field-multi-plant images based on shallow and deep learning
10.3390/s22083021 · ExternalCitation · doi-reference
Dingo optimization based cluster based routing in internet of things
10.3390/s22208064 · ExternalCitation · doi-reference
A review of applications and communication technologies for internet of things (Iot) and unmanned aerial vehicle (uav) based sustainable smart farming
10.3390/su13041821 · ExternalCitation · doi-reference
