Application of deep learning to the classification of images from colposcopy

M Sato, K Horie, A Hara, Y Miyamoto… - Oncology …, 2018 - spandidos-publications.com
… used to classify colposcopy images. … deep learning’ for classification of images from colposcopy
exists to date. Although previous studies have used automation diagnosis, deep learning

Deep learning for hyperspectral image classification: An overview

S Li, W Song, L Fang, Y Chen… - … on Geoscience and …, 2019 - ieeexplore.ieee.org
… , deep learning is recognized as an effective feature extraction approach during HSI classification
… In this paper, we focus on deep learning-based classification methodologies for HSIs …

Deep learning for remote sensing image classification: A survey

Y Li, H Zhang, X Xue, Y Jiang… - … Reviews: Data Mining …, 2018 - Wiley Online Library
… review the following three typical deep neural network models that have been used for RS
image classification. More details about DL architectures in machine learning can be found in (…

Classification of CT brain images based on deep learning networks

XW Gao, R Hui, Z Tian - Computer methods and programs in biomedicine, 2017 - Elsevier
… of the burgeoning deep learning techniques to the task of classification of CT brain images,
in … Towards this end, three categories of CT images (N = 285) are clustered into three groups, …

High performance vegetable classification from images based on alexnet deep learning model

L Zhu, Z Li, C Li, J Wu, J Yue - International Journal of Agricultural and …, 2018 - ijabe.org
… Automatic vegetable image classification is the … images classification based on deep
learning framework. The AlexNet network model in Caffe was used to train the vegetable image

Active deep learning for classification of hyperspectral images

P Liu, H Zhang, KB Eom - IEEE Journal of Selected Topics in …, 2016 - ieeexplore.ieee.org
deep learning classification of hyperspectral images is considered in this paper. Deep learning
… a deep learning network. It is expensive getting good labeled samples in hyperspectral …

3D deep learning on medical images: a review

SP Singh, L Wang, S Gupta, H Goli, P Padmanabhan… - Sensors, 2020 - mdpi.com
… be seen for ‘deep learning’ and ‘3D deep learning’ after 2015 … related to deep learning for
both 2D and 3D images. … of 3D deep learning in medical image segmentation, classification, …

Bacteria classification using image processing and deep learning

T Treebupachatsakul… - 2019 34th international …, 2019 - ieeexplore.ieee.org
… to study possibility to use image classification and deep learning method for classify bacteria
… to use deep learning to classify the standard resolution bacteria image for further research …

[PDF][PDF] Classification of diabetic retinopathy images by using deep learning models

S Dutta, BC Manideep, SM Basha… - … Journal of Grid and …, 2018 - researchgate.net
… are followed by image preprocessing and classification for … of image starts with conversion
of given image features to gray … the deep learning model used in training of image data. …

Deep learning for biological image classification

C Affonso, ALD Rossi, FHA Vieira… - Expert systems with …, 2017 - Elsevier
… For such, it compares the use of deep learning, … Deep Learning techniques applied to image
processing tasks have achieved predictive performance superior to traditional classification