Cargando…

Ensembles of Deep Learning Models and Transfer Learning for Ear Recognition

The recognition performance of visual recognition systems is highly dependent on extracting and representing the discriminative characteristics of image data. Convolutional neural networks (CNNs) have shown unprecedented success in a variety of visual recognition tasks due to their capability to pro...

Descripción completa

Detalles Bibliográficos
Autores principales:	Alshazly, Hammam, Linse, Christoph, Barth, Erhardt, Martinetz, Thomas
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2019
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6806105/ https://www.ncbi.nlm.nih.gov/pubmed/31554303 http://dx.doi.org/10.3390/s19194139

Ejemplares similares

Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning
por: Alshazly, Hammam, et al.
Publicado: (2021)

COVID-Nets: deep CNN architectures for detecting COVID-19 using chest CT scans
por: Alshazly, Hammam, et al.
Publicado: (2021)

A walk in the black-box: 3D visualization of large neural networks in virtual reality
por: Linse, Christoph, et al.
Publicado: (2022)

Ensemble Deep Learning and Internet of Things-Based Automated COVID-19 Diagnosis Framework
por: Kini, Anita S., et al.
Publicado: (2022)

FP-nets as novel deep networks inspired by vision
por: Grüning, Philipp, et al.
Publicado: (2022)

Efficient and accurate identification of ear diseases using an ensemble deep learning model
por: Zeng, Xinyu, et al.
Publicado: (2021)

Wheat Ear Recognition Based on RetinaNet and Transfer Learning
por: Li, Jingbo, et al.
Publicado: (2021)

Deep Learning Based Feature Selection and Ensemble Learning for Sintering State Recognition
por: Xu, Xinran, et al.
Publicado: (2023)

BrainNet: Optimal Deep Learning Feature Fusion for Brain Tumor Classification
por: Zahid, Usman, et al.
Publicado: (2022)

Multivariate and Online Prediction of Closing Price Using Kernel Adaptive Filtering
por: Mishra, Shambhavi, et al.
Publicado: (2021)

Ensemble of deep transfer learning models for real-time automatic detection of face mask
por: Bania, Rubul Kumar
Publicado: (2023)

Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers
por: Abid, Mariem, et al.
Publicado: (2021)

EnsembleSplice: ensemble deep learning model for splice site prediction
por: Akpokiro, Victor, et al.
Publicado: (2022)

Research on Small Sample Dynamic Human Ear Recognition Based on Deep Learning
por: Lei, Yanmin, et al.
Publicado: (2022)

A Robust Deep Learning Ensemble-Driven Model for Defect and Non-Defect Recognition and Classification Using a Weighted Averaging Sequence-Based Meta-Learning Ensembler
por: Stephen, Okeke, et al.
Publicado: (2022)

Automated diagnosis of ear disease using ensemble deep learning with a big otoendoscopy image database
por: Cha, Dongchul, et al.
Publicado: (2019)

Enhancing sugarcane disease classification with ensemble deep learning: A comparative study with transfer learning techniques
por: Daphal, Swapnil Dadabhau, et al.
Publicado: (2023)

A Cascade Ensemble Learning Model for Human Activity Recognition with Smartphones
por: Xu, Shoujiang, et al.
Publicado: (2019)

Transfer learning based cascaded deep learning network and mask recognition for COVID-19
por: Li, Fengyin, et al.
Publicado: (2023)

Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models
por: Kim, Yong-Woon, et al.
Publicado: (2021)

Deep ensemble learning and transfer learning methods for classification of senescent cells from nonlinear optical microscopy images
por: Sorrentino, Salvatore, et al.
Publicado: (2023)

Ensemble Learning Based on Hybrid Deep Learning Model for Heart Disease Early Prediction
por: Almulihi, Ahmed, et al.
Publicado: (2022)

Sports Economic Operation Index Prediction Model Based on Deep Learning and Ensemble Learning
por: Yang, Chuangjian, et al.
Publicado: (2022)

Design ensemble deep learning model for pneumonia disease classification
por: El Asnaoui, Khalid
Publicado: (2021)

Visual Diagnostics of Dental Caries through Deep Learning of Non-Standardised Photographs Using a Hybrid YOLO Ensemble and Transfer Learning Model
por: Tareq, Abu, et al.
Publicado: (2023)

Ensemble transfer learning for the prediction of anti-cancer drug response
por: Zhu, Yitan, et al.
Publicado: (2020)

Rapid COVID-19 diagnosis using ensemble deep transfer learning models from chest radiographic images
por: Gianchandani, Neha, et al.
Publicado: (2020)

COVID-19 classification using chest X-ray images: A framework of CNN-LSTM and improved max value moth flame optimization
por: Hamza, Ameer, et al.
Publicado: (2022)

Empirical Study and Improvement on Deep Transfer Learning for Human Activity Recognition
por: Ding, Renjie, et al.
Publicado: (2018)

Recognition of Rare Microfossils Using Transfer Learning and Deep Residual Networks
por: Wang, Bin, et al.
Publicado: (2022)

A comprehensive survey and deep learning-based approach for human recognition using ear biometric
por: Kamboj, Aman, et al.
Publicado: (2021)

A Hierarchical Ensemble Deep Learning Activity Recognition Approach with Wearable Sensors Based on Focal Loss
por: Zhao, Ting, et al.
Publicado: (2022)

Ensemble deep learning for brain tumor detection
por: Alsubai, Shtwai, et al.
Publicado: (2022)

Deep Ensemble Learning for Retinal Image Classification
por: Ho, Edward, et al.
Publicado: (2022)

Recognition of Emotions Using Multichannel EEG Data and DBN-GC-Based Ensemble Deep Learning Framework
por: Chao, Hao, et al.
Publicado: (2018)

Clustering-Based Ensemble Learning for Activity Recognition in Smart Homes
por: Jurek, Anna, et al.
Publicado: (2014)

Modulation Signal Recognition Based on Information Entropy and Ensemble Learning
por: Zhang, Zhen, et al.
Publicado: (2018)

The ensemble deep learning model for novel COVID-19 on CT images
por: Zhou, Tao, et al.
Publicado: (2021)

Ensemble of Deep Learning Models for Sleep Apnea Detection: An Experimental Study
por: Mukherjee, Debadyuti, et al.
Publicado: (2021)

Heterogeneous Ensemble Deep Learning Model for Enhanced Arabic Sentiment Analysis
por: Saleh, Hager, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_8meirjeettpqogakhlnq9jfi9r