GAN-Based Image Augmentation for Finger-Vein Biometric Recognition
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2960411
Abstract: Deep learning methods, and especially convolutional neural networks (CNNs), have made a considerable breakthrough in various fields of machine vision, basically by employing large-scale labeled databases. However, deep learning methods applied in finger-vein area are… read more here.
Keywords: image augmentation; finger vein; finger; cnn ... See more keywords
Review of Image Augmentation Used in Deep Learning-Based Material Microscopic Image Segmentation
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DOI: 10.3390/app13116478
Abstract: The deep learning-based image segmentation approach has evolved into the mainstream of target detection and shape characterization in microscopic image analysis. However, the accuracy and generalizability of deep learning approaches are still hindered by the… read more here.
Keywords: image augmentation; image segmentation; augmentation; image ... See more keywords
Hyperparameter Tuning and Automatic Image Augmentation for Deep Learning-Based Angle Classification on Intraoral Photographs—A Retrospective Study
Sign Up to like & getrecommendations! Published in 2022 at "Diagnostics"
DOI: 10.3390/diagnostics12071526
Abstract: We aimed to assess the effects of hyperparameter tuning and automatic image augmentation for deep learning-based classification of orthodontic photographs along the Angle classes. Our dataset consisted of 605 images of Angle class I, 1038… read more here.
Keywords: image augmentation; automatic image; classification; deep learning ... See more keywords