Cargando…

Lightweight and efficient neural network with SPSA attention for wheat ear detection

Advancements in deep neural networks have made remarkable leap-forwards in crop detection. However, the detection of wheat ears is an important yet challenging task due to the complex background, dense targets, and overlaps between wheat ears. Currently, many detectors have made significant progress...

Descripción completa

Detalles Bibliográficos
Autores principales:	Dong, Yan, Liu, Yundong, Kang, Haonan, Li, Chunlei, Liu, Pengcheng, Liu, Zhoufeng
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	PeerJ Inc. 2022
Materias:	Artificial Intelligence
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9044259/ https://www.ncbi.nlm.nih.gov/pubmed/35494849 http://dx.doi.org/10.7717/peerj-cs.931

Ejemplares similares

SeedSortNet: a rapid and highly effificient lightweight CNN based on visual attention for seed sorting
por: Li, Chunlei, et al.
Publicado: (2021)

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)

Short-Term Nationwide Airport Throughput Prediction With Graph Attention Recurrent Neural Network
por: Zhu, Xinting, et al.
Publicado: (2022)

Attention enhanced capsule network for text classification by encoding syntactic dependency trees with graph convolutional neural network
por: Jia, Xudong, et al.
Publicado: (2022)

Infusing Expert Knowledge Into a Deep Neural Network Using Attention Mechanism for Personalized Learning Environments
por: Tato, Ange, et al.
Publicado: (2022)

Automatic Multilabel Classification of Multiple Fundus Diseases Based on Convolutional Neural Network With Squeeze-and-Excitation Attention
por: Lu, Zhenzhen, et al.
Publicado: (2023)

CAPN: a Combine Attention Partial Network for glove detection
por: Yu, Feng, et al.
Publicado: (2023)

TB-Net: A Tailored, Self-Attention Deep Convolutional Neural Network Design for Detection of Tuberculosis Cases From Chest X-Ray Images
por: Wong, Alexander, et al.
Publicado: (2022)

Interpretable neural networks: principles and applications
por: Liu, Zhuoyang, et al.
Publicado: (2023)

Ps and Qs: Quantization-Aware Pruning for Efficient Low Latency Neural Network Inference
por: Hawks, Benjamin, et al.
Publicado: (2021)

Deep convolutional neural networks for regular texture recognition
por: Liu, Ni, et al.
Publicado: (2022)

Training and intrinsic evaluation of lightweight word embeddings for the clinical domain in Spanish
por: Chiu, Carolina, et al.
Publicado: (2022)

Image classification model based on large kernel attention mechanism and relative position self-attention mechanism
por: Liu, Siqi, et al.
Publicado: (2023)

A space and time efficient convolutional neural network for age group estimation from facial images
por: Alsaleh, Ahmad, et al.
Publicado: (2023)

EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-Time Facial Expression Recognition
por: Lee, James Ren, et al.
Publicado: (2021)

A lightweight intrusion detection method for IoT based on deep learning and dynamic quantization
por: Wang, Zhendong, et al.
Publicado: (2023)

Volume Prediction With Neural Networks
por: Libman, Daniel, et al.
Publicado: (2019)

Cracking the genetic code with neural networks
por: Joiret, Marc, et al.
Publicado: (2023)

Effect of neural network structure in accelerating performance and accuracy of a convolutional neural network with GPU/TPU for image analytics
por: Ravikumar, Aswathy, et al.
Publicado: (2022)

A hybrid method for heartbeat classification via convolutional neural networks, multilayer perceptrons and focal loss
por: Wang, Tao, et al.
Publicado: (2020)

Graph Neural Networks for Maximum Constraint Satisfaction
por: Tönshoff, Jan, et al.
Publicado: (2021)

Enabling Training of Neural Networks on Noisy Hardware
por: Gokmen, Tayfun
Publicado: (2021)

Neural Network Models for Bitcoin Option Pricing
por: Pagnottoni, Paolo
Publicado: (2019)

Neural Network Training With Asymmetric Crosspoint Elements
por: Onen, Murat, et al.
Publicado: (2022)

Graph neural networks for preference social recommendation
por: Ma, Gang-Feng, et al.
Publicado: (2023)

The multi-modal fusion in visual question answering: a review of attention mechanisms
por: Lu, Siyu, et al.
Publicado: (2023)

Improving Adversarial Robustness via Attention and Adversarial Logit Pairing
por: Li, Xingjian, et al.
Publicado: (2022)

Application of Laser-Induced Breakdown Spectroscopy Coupled With Spectral Matrix and Convolutional Neural Network for Identifying Geographical Origins of Gentiana rigescens Franch
por: Li, Xiaolong, et al.
Publicado: (2021)

Pancreatic Cancer Prediction Through an Artificial Neural Network
por: Muhammad, Wazir, et al.
Publicado: (2019)

An Interactive Visualization for Feature Localization in Deep Neural Networks
por: Zurowietz, Martin, et al.
Publicado: (2020)

Configural relations in humans and deep convolutional neural networks
por: Baker, Nicholas, et al.
Publicado: (2023)

Relation extraction in Chinese using attention-based bidirectional long short-term memory networks
por: Zhang, Yanzi
Publicado: (2023)

Spatio-temporal causal graph attention network for traffic flow prediction in intelligent transportation systems
por: Zhao, Wei, et al.
Publicado: (2023)

Real-time airplane detection using multi-dimensional attention and feature fusion
por: Li, Li, et al.
Publicado: (2023)

Extracting automata from neural networks using active learning
por: Xu, Zhiwu, et al.
Publicado: (2021)

Generalizable Machine Learning in Neuroscience Using Graph Neural Networks
por: Wang, Paul Y., et al.
Publicado: (2021)

Sample-level sound synthesis with recurrent neural networks and conceptors
por: Kiefer, Chris
Publicado: (2019)

Stochastic computing in convolutional neural network implementation: a review
por: Lee, Yang Yang, et al.
Publicado: (2020)

Cosmic Ray Background Removal With Deep Neural Networks in SBND
por: Acciarri, R., et al.
Publicado: (2021)

There Is Hope After All: Quantifying Opinion and Trustworthiness in Neural Networks
por: Cheng, Mingxi, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_krmtpi9dltf49n810lhu8mu30p