[PDF][PDF] Image classification using convolutional neural networks

M Ramprasath, MV Anand… - International Journal of …, 2018 - researchgate.net
… In this paper, our system uses deep learning algorithm to achieve … Convolutional Neural
Network (CNN), a machine learning algorithm being used for automatic classification the images

Medical image classification with convolutional neural network

Q Li, W Cai, X Wang, Y Zhou, DD Feng… - … conference on control …, 2014 - ieeexplore.ieee.org
… Abstract—Image patch classification is an important task in many different medical imaging
Convolutional Neural Networks (CNN) with shallow convolution layer to classify lung image

Advancements in image classification using convolutional neural network

F Sultana, A Sufian, P Dutta - … and Communication Networks  …, 2018 - ieeexplore.ieee.org
… Abstract—Convolutional Neural Network (CNN) is the stateof-the-art for image classification
… In this paper, We have explained different CNN architectures for image classification. …

Bag of tricks for image classification with convolutional neural networks

T He, Z Zhang, H Zhang, Z Zhang… - … pattern recognition, 2019 - openaccess.thecvf.com
… In this paper, we survey a dozen tricks to train deep convolutional neural networks to improve
model accuracy. These tricks introduce minor modifications to the model architecture, data …

Image classification using convolutional neural networks with multi-stage feature

J Yim, J Ju, H Jung, J Kim - … Technology and Applications 3: Results from …, 2015 - Springer
using a two track deep neural network model. The first track is the deep convolutional neural
network … which can raise the ability of the first track model by using multi-layer features. Any …

[HTML][HTML] Hyperspectral image classification using convolutional neural networks and multiple feature learning

Q Gao, S Lim, X Jia - Remote Sensing, 2018 - mdpi.com
Deep supervised learning for hyperspectral data classification through convolutional
neural networks. In Proceedings of the IEEE International Geoscience and Remote Sensing …

[PDF][PDF] An optimized architecture of image classification using convolutional neural network

M Aamir, Z Rahman, WA Abro, M Tahir… - … Journal of Image …, 2019 - mecs-press.org
Based on these research insights on image classification from CIFAR-10 imagery, this paper
introduces a simple deep neural network… overall accuracy of image classification process as …

Polarimetric SAR image classification using deep convolutional neural networks

Y Zhou, H Wang, F Xu, YQ Jin - IEEE Geoscience and Remote …, 2016 - ieeexplore.ieee.org
… and integrate with neural network-based classifier. This letter investigates the suitability
and potential of deep convolutional neural network in supervised classification of polarimetric …

Advertisement image classification using convolutional neural network

AT Vo, HS Tran, TH Le - 2017 9th International Conference on …, 2017 - ieeexplore.ieee.org
… , leaf…) classification base on images. This paper proposes the image classification model
… The proposal model uses Convolutional Neural Network with two parameters (n, m) where n …

Hyperspectral image classification with convolutional neural networks

V Slavkovikj, S Verstockt, W De Neve… - Proceedings of the 23rd …, 2015 - dl.acm.org
image (HSI) classification is one of the most widely used … been proposed for the HSI
classification problem. In this … image classification based on convolutional neural networks