Cargando…

Computational Analysis of Cell Dynamics in Videos with Hierarchical-Pooled Deep-Convolutional Features

Computational analysis of cellular appearance and its dynamics is used to investigate physiological properties of cells in biomedical research. In consideration of the great success of deep learning in video analysis, we first introduce two-stream convolutional networks (ConvNets) to automatically l...

Descripción completa

Detalles Bibliográficos
Autores principales:	Pang, Fengqian, Li, Heng, Shi, Yonggang, Liu, Zhiwen
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Mary Ann Liebert, Inc. 2018
Materias:	Research Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6094353/ https://www.ncbi.nlm.nih.gov/pubmed/29694245 http://dx.doi.org/10.1089/cmb.2018.0023

Ejemplares similares

Analyzing temporal dynamics of cell deformation and intracellular movement with video feature aggregation
por: Pang, Fengqian, et al.
Publicado: (2019)

Hierarchical Sparse Coding of Objects in Deep Convolutional Neural Networks
por: Liu, Xingyu, et al.
Publicado: (2020)

No-Reference Video Quality Assessment Using Multi-Pooled, Saliency Weighted Deep Features and Decision Fusion
por: Varga, Domonkos
Publicado: (2022)

Hierarchical dynamic convolutional neural network for laryngeal disease classification
por: Wang, Shaoli, et al.
Publicado: (2022)

Dynamic Video Image Segmentation Based on Dual Channel Convolutional Kernel and Multi-Frame Feature Fusion
por: Chen, Zuguo, et al.
Publicado: (2022)

Deep Convolutional Neural Network for Nasopharyngeal Carcinoma Discrimination on MRI by Comparison of Hierarchical and Simple Layered Convolutional Neural Networks
por: Ji, Li, et al.
Publicado: (2022)

Staining Invariant Features for Improving Generalization of Deep Convolutional Neural Networks in Computational Pathology
por: Otálora, Sebastian, et al.
Publicado: (2019)

Application of Deep Convolution Network Algorithm in Sports Video Hot Spot Detection
por: Zhang, Yaling, et al.
Publicado: (2022)

DAM: Hierarchical Adaptive Feature Selection Using Convolution Encoder Decoder Network for Strawberry Segmentation
por: Ilyas, Talha, et al.
Publicado: (2021)

Feature interaction network based on hierarchical decoupled convolution for 3D medical image segmentation
por: Shen, Longfeng, et al.
Publicado: (2023)

Discriminative Shape Feature Pooling in Deep Neural Networks
por: Hu, Gang, et al.
Publicado: (2022)

Deep Matrix Factorization Based on Convolutional Neural Networks for Image Inpainting
por: Ma, Xiaoxuan, et al.
Publicado: (2022)

A Hierarchical Framework Combining Motion and Feature Information for Infrared-Visible Video Registration
por: Sun, Xinglong, et al.
Publicado: (2017)

Lensless Computational Imaging Technology Using Deep Convolutional Network
por: Chen, Peidong, et al.
Publicado: (2020)

Automatic Hierarchical Classification of Kelps Using Deep Residual Features
por: Mahmood, Ammar, et al.
Publicado: (2020)

A deep graph convolutional neural network architecture for graph classification
por: Zhou, Yuchen, et al.
Publicado: (2023)

On the Reduction of Computational Complexity of Deep Convolutional Neural Networks †
por: Maji, Partha, et al.
Publicado: (2018)

DeepFeature: feature selection in nonimage data using convolutional neural network
por: Sharma, Alok, et al.
Publicado: (2021)

Smart Privacy Protection for Big Video Data Storage Based on Hierarchical Edge Computing
por: Xiao, Di, et al.
Publicado: (2020)

Adaptive Correlation Model for Visual Tracking Using Keypoints Matching and Deep Convolutional Feature
por: Li, Yuankun, et al.
Publicado: (2018)

A five-layer deep convolutional neural network with stochastic pooling for chest CT-based COVID-19 diagnosis
por: Zhang, Yu-Dong, et al.
Publicado: (2020)

Object and anatomical feature recognition in surgical video images based on a convolutional neural network
por: Bamba, Yoshiko, et al.
Publicado: (2021)

Application of Video-to-Video Translation Networks to Computational Fluid Dynamics
por: Kigure, Hiromitsu
Publicado: (2021)

A Recognition Method for Rice Plant Diseases and Pests Video Detection Based on Deep Convolutional Neural Network
por: Li, Dengshan, et al.
Publicado: (2020)

A Supervised Video Hashing Method Based on a Deep 3D Convolutional Neural Network for Large-Scale Video Retrieval
por: Chen, Hanqing, et al.
Publicado: (2021)

Feature Extraction of Ancient Chinese Characters Based on Deep Convolution Neural Network and Big Data Analysis
por: Zhang, Cheng, et al.
Publicado: (2021)

Enhanced mechanisms of pooling and channel attention for deep learning feature maps
por: Li, Hengyi, et al.
Publicado: (2022)

Covid-19 classification by FGCNet with deep feature fusion from graph convolutional network and convolutional neural network
por: Wang, Shui-Hua, et al.
Publicado: (2021)

Computer-Aided Diagnosis Research of a Lung Tumor Based on a Deep Convolutional Neural Network and Global Features
por: Lu, Huiling
Publicado: (2021)

Biomedical Microscopic Imaging in Computational Intelligence Using Deep Learning Ensemble Convolution Learning-Based Feature Extraction and Classification
por: Venkata Satya Vivek, Tammineedi, et al.
Publicado: (2022)

The Entropy-Based Time Domain Feature Extraction for Online Concept Drift Detection
por: Ding, Fengqian, et al.
Publicado: (2019)

Co-embedding of edges and nodes with deep graph convolutional neural networks
por: Zhou, Yuchen, et al.
Publicado: (2023)

A lightweight hierarchical convolution network for brain tumor segmentation
por: Wang, Yuhu, et al.
Publicado: (2022)

CRISPhieRmix: a hierarchical mixture model for CRISPR pooled screens
por: Daley, Timothy P., et al.
Publicado: (2018)

Classification of Benign and Malignant Lung Nodules Based on Deep Convolutional Network Feature Extraction
por: Lv, Enhui, et al.
Publicado: (2021)

Deep convolutional forest: a dynamic deep ensemble approach for spam detection in text
por: Shaaban, Mai A., et al.
Publicado: (2022)

Abnormal behavior capture of video dynamic target based on 3D convolutional neural network
por: Chen, Fei
Publicado: (2022)

Cognitive Video Surveillance Management in Hierarchical Edge Computing System with Long Short-Term Memory Model
por: Ugli, Dilshod Bazarov Ravshan, et al.
Publicado: (2023)

Building segmentation through a gated graph convolutional neural network with deep structured feature embedding
por: Shi, Yilei, et al.
Publicado: (2020)

Convolutional Deep Belief Network with Feature Encoding for Classification of Neuroblastoma Histological Images
por: Gheisari, Soheila, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_b7il532qta1evat55chji55p6t