Cargando…

Region-aggregated attention CNN for disease detection in fruit images

BACKGROUND: Diseases and pests have a profound effect on a yearly harvest and productivity in agriculture. A precise and accurate detection of the diseases and pests could facilitate timely treatment and management of the diseases and pests and lessen the resultant loss in economy and health. Herein...

Descripción completa

Detalles Bibliográficos
Autores principales:	Han, Chang Hee, Kim, Eal, Doan, Tan Nhu Nhat, Han, Dongil, Yoo, Seong Joon, Kwak, Jin Tae
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8544833/ https://www.ncbi.nlm.nih.gov/pubmed/34695131 http://dx.doi.org/10.1371/journal.pone.0258880

Ejemplares similares

CHP Engine Anomaly Detection Based on Parallel CNN-LSTM with Residual Blocks and Attention
por: Chung, Won Hee, et al.
Publicado: (2023)

Fast Attention CNN for Fine-Grained Crack Segmentation
por: Lee, Hyunnam, et al.
Publicado: (2023)

Histopathological Tissue Segmentation of Lung Cancer with Bilinear CNN and Soft Attention
por: Xu, Rui, et al.
Publicado: (2022)

Attention-Aware Patch-Based CNN for Blind 360-Degree Image Quality Assessment
por: Sendjasni, Abderrezzaq, et al.
Publicado: (2023)

Efficient Classification of ECG Images Using a Lightweight CNN with Attention Module and IoT
por: Sadad, Tariq, et al.
Publicado: (2023)

Interpatient ECG Arrhythmia Detection by Residual Attention CNN
por: Xu, Pengyao, et al.
Publicado: (2022)

De-Aliasing and Accelerated Sparse Magnetic Resonance Image Reconstruction Using Fully Dense CNN with Attention Gates
por: Hossain, Md. Biddut, et al.
Publicado: (2022)

Attention Based CNN-ConvLSTM for Pedestrian Attribute Recognition
por: Li, Yang, et al.
Publicado: (2020)

HCCANet: histopathological image grading of colorectal cancer using CNN based on multichannel fusion attention mechanism
por: Zhou, Panyun, et al.
Publicado: (2022)

Dual CNN for Relation Extraction with Knowledge-Based Attention and Word Embeddings
por: Li, Jun, et al.
Publicado: (2019)

Pain intensity estimation based on a spatial transformation and attention CNN
por: Xin, Xuwu, et al.
Publicado: (2020)

Attention-Based Fully Gated CNN-BGRU for Russian Handwritten Text
por: Abdallah, Abdelrahman, et al.
Publicado: (2020)

Contour-enhanced attention CNN for CT-based COVID-19 segmentation
por: Karthik, R., et al.
Publicado: (2022)

Attention based automated radiology report generation using CNN and LSTM
por: Sirshar, Mehreen, et al.
Publicado: (2022)

Anticancer Peptide Prediction via Multi-Kernel CNN and Attention Model
por: Wu, Xiujin, et al.
Publicado: (2022)

Comprehensive Assessment of Fine-Grained Wound Images Using a Patch-Based CNN With Context-Preserving Attention
Publicado: (2021)

Detection and Reconstruction of Passion Fruit Branches via CNN and Bidirectional Sector Search
por: Bao, Jiangchuan, et al.
Publicado: (2023)

Attention-based 3D CNN with residual connections for efficient ECG-based COVID-19 detection
por: Sobahi, Nebras, et al.
Publicado: (2022)

Detection of Image Artifacts Using Improved Cascade Region-Based CNN for Quality Assessment of Endoscopic Images
por: Sun, Wei, et al.
Publicado: (2023)

CNN-based object detection and growth estimation of plum fruit (Prunus mume) using RGB and depth imaging techniques
por: Kim, EungChan, et al.
Publicado: (2022)

Patch Attention Layer of Embedding Handcrafted Features in CNN for Facial Expression Recognition
por: Liang, Xingcan, et al.
Publicado: (2021)

3D model retrieval based on interactive attention CNN and multiple features
por: Gao, Xue-Yao, et al.
Publicado: (2023)

Automatic cardiac arrhythmias classification using CNN and attention‐based RNN network
por: Sun, Jie
Publicado: (2023)

Spatial–Spectral Feature Refinement for Hyperspectral Image Classification Based on Attention-Dense 3D-2D-CNN
por: Zhang, Jin, et al.
Publicado: (2020)

Parallel Structure Deep Neural Network Using CNN and RNN with an Attention Mechanism for Breast Cancer Histology Image Classification
por: Yao, Hongdou, et al.
Publicado: (2019)

Automatic Liver Segmentation in CT Images with Enhanced GAN and Mask Region-Based CNN Architectures
por: Wei, Xiaoqin, et al.
Publicado: (2021)

Hyperparameter Optimization Method Based on Harmony Search Algorithm to Improve Performance of 1D CNN Human Respiration Pattern Recognition System
por: Kim, Seong-Hoon, et al.
Publicado: (2020)

Classification of Brain Tumor Images Using CNN
por: Gupta, Manali, et al.
Publicado: (2023)

Detection and classification of COVID-19 by using faster R-CNN and mask R-CNN on CT images
por: Sahin, M. Emin, et al.
Publicado: (2023)

Entity recognition in Chinese clinical text using attention-based CNN-LSTM-CRF
por: Tang, Buzhou, et al.
Publicado: (2019)

Parallel Spatial–Temporal Self-Attention CNN-Based Motor Imagery Classification for BCI
por: Liu, Xiuling, et al.
Publicado: (2020)

SAR ship target detection method based on CNN structure with wavelet and attention mechanism
por: Huang, Shiqi, et al.
Publicado: (2022)

Fusing attention mechanism with Mask R-CNN for instance segmentation of grape cluster in the field
por: Shen, Lei, et al.
Publicado: (2022)

CNN-LSTM Facial Expression Recognition Method Fused with Two-Layer Attention Mechanism
por: Ming, Ye, et al.
Publicado: (2022)

MLACNN: an attention mechanism-based CNN architecture for predicting genome-wide DNA methylation
por: Bai, JianGuo, et al.
Publicado: (2023)

Machine Fault Detection Using a Hybrid CNN-LSTM Attention-Based Model
por: Borré, Andressa, et al.
Publicado: (2023)

A 3D-CNN with temporal-attention block to predict the recurrence of atrial fibrillation based on body-surface potential mapping signals
por: Zhong, Gaoyan, et al.
Publicado: (2022)

Sparse self-attention aggregation networks for neural sequence slice interpolation
por: Wang, Zejin, et al.
Publicado: (2021)

Region-adaptive magnetic resonance image enhancement for improving CNN-based segmentation of the prostate and prostatic zones
por: Zaridis, Dimitrios I., et al.
Publicado: (2023)

Two-Stage CNN Model for Joint Demosaicing and Denoising of Burst Bayer Images
por: Tan, Hanlin, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_3r382u8ogjdf09nt07q44eote7