Cargando…

Deep Neural Network for 3D Shape Classification Based on Mesh Feature

Virtual reality, driverless cars, and robotics all make extensive use of 3D shape classification. One of the most popular ways to represent 3D data is with polygonal meshes. In particular, triangular mesh is frequently employed. A triangular mesh has more features than 3D data formats such as voxels...

Descripción completa

Detalles Bibliográficos
Autores principales:	Gao, Mengran, Ruan, Ningjun, Shi, Junpeng, Zhou, Wanli
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9506136/ https://www.ncbi.nlm.nih.gov/pubmed/36146387 http://dx.doi.org/10.3390/s22187040

Ejemplares similares

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

DOA Estimation in B5G/6G: Trends and Challenges
por: Ruan, Ningjun, et al.
Publicado: (2022)

Accuracy Analysis of Feature-Based Automatic Modulation Classification via Deep Neural Network
por: Ge, Zhan, et al.
Publicado: (2021)

Land Use Classification of the Deep Convolutional Neural Network Method Reducing the Loss of Spatial Features
por: Yao, Xuedong, et al.
Publicado: (2019)

An Unsupervised Neural Network Feature Selection and 1D Convolution Neural Network Classification for Screening of Parkinsonism
por: Mian, Tariq Saeed
Publicado: (2022)

Glioma Tumors’ Classification Using Deep-Neural-Network-Based Features with SVM Classifier
por: Latif, Ghazanfar, et al.
Publicado: (2022)

Super resolution DOA estimation based on deep neural network
por: Liu, Wanli
Publicado: (2020)

Ophthalmologist-Level Classification of Fundus Disease With Deep Neural Networks
por: Jiang, Ping, et al.
Publicado: (2020)

DTV-CNN: Neural network based on depth and thickness views for efficient 3D shape classification
por: Xia, Qingfeng
Publicado: (2023)

ECG classification using 1-D convolutional deep residual neural network
por: Khan, Fahad, et al.
Publicado: (2023)

Automated classification of coronary plaque calcification in OCT pullbacks with 3D deep neural networks
por: He, Chunliu, et al.
Publicado: (2020)

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)

Pearl shape classification using deep convolutional neural networks from Tahitian pearl rotation in Pinctada margaritifera
por: Edeline, Paul-Emmanuel, et al.
Publicado: (2023)

Single-Shot 3D Shape Reconstruction Using Structured Light and Deep Convolutional Neural Networks
por: Nguyen, Hieu, et al.
Publicado: (2020)

Cough event classification by pretrained deep neural network
por: Liu, Jia-Ming, et al.
Publicado: (2015)

Gas Classification Using Deep Convolutional Neural Networks
por: Peng, Pai, et al.
Publicado: (2018)

Deep Neural Networks for Dental Implant System Classification
por: Sukegawa, Shintaro, et al.
Publicado: (2020)

Deep neural networks for active wave breaking classification
por: Eadi Stringari, Caio, et al.
Publicado: (2021)

In-Bed Posture Classification Using Deep Neural Network
por: Stern, Lindsay, et al.
Publicado: (2023)

Wide and deep neural networks achieve consistency for classification
por: Radhakrishnan, Adityanarayanan, et al.
Publicado: (2023)

Spatial-Frequency Feature Learning and Classification of Motor Imagery EEG Based on Deep Convolution Neural Network
por: Miao, Minmin, et al.
Publicado: (2020)

Multiclass classification of breast cancer histopathology images using multilevel features of deep convolutional neural network
por: Hameed, Zabit, et al.
Publicado: (2022)

DeepDrug3D: Classification of ligand-binding pockets in proteins with a convolutional neural network
por: Pu, Limeng, et al.
Publicado: (2019)

Denoising of BOTDR Dynamic Strain Measurement Using Convolutional Neural Networks
por: Li, Bo, et al.
Publicado: (2023)

Deep Convolutional Neural Network-Based Epileptic Electroencephalogram (EEG) Signal Classification
por: Gao, Yunyuan, et al.
Publicado: (2020)

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

Robot Communication: Network Traffic Classification Based on Deep Neural Network
por: Ge, Mengmeng, et al.
Publicado: (2021)

Shape-driven deep neural networks for fast acquisition of aortic 3D pressure and velocity flow fields
por: Pajaziti, Endrit, et al.
Publicado: (2023)

Study on automatic detection and classification of breast nodule using deep convolutional neural network system
por: Wang, Feiqian, et al.
Publicado: (2020)

Utilizing Information Bottleneck to Evaluate the Capability of Deep Neural Networks for Image Classification †
por: Cheng, Hao, et al.
Publicado: (2019)

Image Classification Using Biomimetic Pattern Recognition with Convolutional Neural Networks Features
por: Zhou, Liangji, et al.
Publicado: (2017)

Classification of Biomedical Texts for Cardiovascular Diseases with Deep Neural Network Using a Weighted Feature Representation Method
por: Ahmed, Nizar, et al.
Publicado: (2020)

Isolated Convolutional-Neural-Network-Based Deep-Feature Extraction for Brain Tumor Classification Using Shallow Classifier
por: Almalki, Yassir Edrees, et al.
Publicado: (2022)

Classification of crystallization outcomes using deep convolutional neural networks
por: Bruno, Andrew E., et al.
Publicado: (2018)

Severity Classification of Conjunctival Hyperaemia by Deep Neural Network Ensembles
por: Masumoto, Hiroki, et al.
Publicado: (2019)

Are Classification Deep Neural Networks Good for Blind Image Watermarking?
por: Vukotić, Vedran, et al.
Publicado: (2020)

Blood Stain Classification with Hyperspectral Imaging and Deep Neural Networks
por: Książek, Kamil, et al.
Publicado: (2020)

Deep Neural Networks for the Classification of Pure and Impure Strawberry Purees
por: Zheng, Zhong, et al.
Publicado: (2020)

Classification of Geometric Forms in Mosaics Using Deep Neural Network
por: Ghosh, Mridul, et al.
Publicado: (2021)

Classification of fissured tongue images using deep neural networks
por: Hu, Junwei, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_if0lql58rkvqcnnlrefh788ph2