Cargando…

The Detection Method of Potato Foliage Diseases in Complex Background Based on Instance Segmentation and Semantic Segmentation

Potato early blight and late blight are devastating diseases that affect potato planting and production. Thus, precise diagnosis of the diseases is critical in treatment application and management of potato farm. However, traditional computer vision technology and pattern recognition methods have ce...

Descripción completa

Detalles Bibliográficos
Autores principales:	Li, Xudong, Zhou, Yuhong, Liu, Jingyan, Wang, Linbai, Zhang, Jun, Fan, Xiaofei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Plant Science
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9294544/ https://www.ncbi.nlm.nih.gov/pubmed/35865287 http://dx.doi.org/10.3389/fpls.2022.899754

Ejemplares similares

Appearance quality classification method of Huangguan pear under complex background based on instance segmentation and semantic segmentation
por: Zhang, Yuhang, et al.
Publicado: (2022)

A graph-based approach for simultaneous semantic and instance segmentation of plant 3D point clouds
por: Mirande, Katia, et al.
Publicado: (2022)

Polar-Net: Green fruit instance segmentation in complex orchard environment
por: Jia, Weikuan, et al.
Publicado: (2022)

Corn Seed Defect Detection Based on Watershed Algorithm and Two-Pathway Convolutional Neural Networks
por: Wang, Linbai, et al.
Publicado: (2022)

Apple detection and instance segmentation in natural environments using an improved Mask Scoring R-CNN Model
por: Wang, Dandan, et al.
Publicado: (2022)

CLoDSA: a tool for augmentation in classification, localization, detection, semantic segmentation and instance segmentation tasks
por: Casado-García, Ángela, et al.
Publicado: (2019)

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

QTL mapping for seed morphology using the instance segmentation neural network in Lactuca spp
por: Seki, Kousuke, et al.
Publicado: (2022)

Grasping and cutting points detection method for the harvesting of dome-type planted pumpkin using transformer network-based instance segmentation architecture
por: Yan, Jin, et al.
Publicado: (2023)

Automatic instance segmentation of orchard canopy in unmanned aerial vehicle imagery using deep learning
por: Zhang, Weirong, et al.
Publicado: (2022)

Volumetric Semantic Instance Segmentation of the Plasma Membrane of HeLa Cells
por: Karabağ, Cefa, et al.
Publicado: (2021)

PSegNet: Simultaneous Semantic and Instance Segmentation for Point Clouds of Plants
por: Li, Dawei, et al.
Publicado: (2022)

3D data-augmentation methods for semantic segmentation of tomato plant parts
por: Xin, Bolai, et al.
Publicado: (2023)

Deep semantic segmentation for the quantification of grape foliar diseases in the vineyard
por: Liu, Ertai, et al.
Publicado: (2022)

Improved Real-Time Semantic Segmentation Network Model for Crop Vision Navigation Line Detection
por: Cao, Maoyong, et al.
Publicado: (2022)

Corrigendum: Improved real-time semantic segmentation network model for crop vision navigation line detection
por: Cao, Maoyong, et al.
Publicado: (2023)

Instance Sequence Queries for Video Instance Segmentation with Transformers
por: Xu, Zhujun, et al.
Publicado: (2021)

MixSeg: a lightweight and accurate mix structure network for semantic segmentation of apple leaf disease in complex environments
por: Lu, Bibo, et al.
Publicado: (2023)

Local refinement mechanism for improved plant leaf segmentation in cluttered backgrounds
por: Ma, Ruihan, et al.
Publicado: (2023)

An Automatic Detection and Classification System of Five Stages for Hypertensive Retinopathy Using Semantic and Instance Segmentation in DenseNet Architecture
por: Abbas, Qaisar, et al.
Publicado: (2021)

Automatic Building Extraction from Google Earth Images under Complex Backgrounds Based on Deep Instance Segmentation Network
por: Wen, Qi, et al.
Publicado: (2019)

Effects of Exogenous Putrescine on Delaying Senescence of Cut Foliage of Nephrolepis cordifolia
por: Qu, Ying, et al.
Publicado: (2020)

Exploiting Concepts of Instance Segmentation to Boost Detection in Challenging Environments
por: Hashmi, Khurram Azeem, et al.
Publicado: (2022)

Research on Lane Line Detection Algorithm Based on Instance Segmentation
por: Cheng, Wangfeng, et al.
Publicado: (2023)

MSIS: Multispectral Instance Segmentation Method for Power Equipment
por: Shu, Jun, et al.
Publicado: (2022)

Intelligent Fruit Yield Estimation for Orchards Using Deep Learning Based Semantic Segmentation Techniques—A Review
por: Maheswari, Prabhakar, et al.
Publicado: (2021)

Evaluation of residual plastic film pollution in pre-sowing cotton field using UAV imaging and semantic segmentation
por: Zhai, Zhiqiang, et al.
Publicado: (2022)

Crop classification in high-resolution remote sensing images based on multi-scale feature fusion semantic segmentation model
por: Lu, Tingyu, et al.
Publicado: (2023)

Accurate Instance Segmentation in Pediatric Elbow Radiographs
por: Wei, Dixiao, et al.
Publicado: (2021)

BRefine: Achieving High-Quality Instance Segmentation
por: Yu, Jimin, et al.
Publicado: (2022)

Rock Particle Motion Information Detection Based on Video Instance Segmentation
por: Chen, Man, et al.
Publicado: (2021)

Deep Learning-Based Multiclass Instance Segmentation for Dental Lesion Detection
por: Fatima, Anum, et al.
Publicado: (2023)

Instance Segmentation and Ensemble Learning for Automatic Temperature Detection in Multiparous Sows
por: Xue, Hongxiang, et al.
Publicado: (2023)

Fusarium solani Infection Depressed Photosystem Performance by Inducing Foliage Wilting in Apple Seedlings
por: Yan, Kun, et al.
Publicado: (2018)

3D Domain Adaptive Instance Segmentation via Cyclic Segmentation GANs
por: Lauenburg, Leander, et al.
Publicado: (2023)

Complex Above- and Below-Ground Growth Responses of Two Urban Tree Species Following Root, Stem, and Foliage Damage—An Experimental Approach
por: Vitali, Valentina, et al.
Publicado: (2019)

Detecting Pests From Light-Trapping Images Based on Improved YOLOv3 Model and Instance Augmentation
por: Lv, Jiawei, et al.
Publicado: (2022)

The Stress Detection and Segmentation Strategy in Tea Plant at Canopy Level
por: Zhao, Xiaohu, et al.
Publicado: (2022)

Nanopore basecalling from a perspective of instance segmentation
por: Zhang, Yao-zhong, et al.
Publicado: (2020)

Edge-enhanced instance segmentation by grid regions of interest
por: Gao, Ying, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_luvldahg2r0aj9dloh998tjdqn