Multispectral Satellite Image Classification Using Hybrid Convolution Neural Network

2021 ◽  
pp. 541-550
Author(s):  
Krishan Kundu ◽  
Prasun Halder ◽  
Jyotsna Kumar Mandal
Keyword(s):  
Neural Network ◽  
Image Classification ◽  
Satellite Image ◽  
Convolution Neural Network ◽  
Satellite Image Classification ◽  
Multispectral Satellite Image

scholarly journals Landsat 8 OLI Satellite Image Classification using Convolutional Neural Network

2020 ◽  
Vol 167 ◽  
pp. 987-993 ◽  
Author(s):  
Amit Kumar Rai ◽  
Nirupama Mandal ◽  
Akansha Singh ◽  
Krishna Kant Singh
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Image Classification ◽  
Satellite Image ◽  
Landsat 8 ◽  
Landsat 8 Oli ◽  
Satellite Image Classification

scholarly journals Bare Skin Image Classification using Convolution Neural Network

2022 ◽  
Vol 12 (1) ◽  
pp. 138-145
Author(s):  
Jaya Gupta ◽  
◽  
Sunil Pathak ◽  
Gireesh Kumar
Keyword(s):  
Neural Network ◽  
Image Classification ◽  
Satellite Image ◽  
Activation Function ◽  
Convolution Neural Network ◽  
Classification Model ◽  
Significant Research ◽  
Research Problems ◽  
Facial Expression Classification ◽  
Expression Classification

Image classification is critical and significant research problems in computer vision applications such as facial expression classification, satellite image classification, and plant classification based on images. Here in the paper, the image classification model is applied for identifying the display of daunting pictures on the internet. The proposed model uses Convolution neural network to identify these images and filter them through different blocks of the network, so that it can be classified accurately. The model will work as an extension to the web browser and will work on all websites when activated. The extension will be blurring the images and deactivating the links on web pages. This means that it will scan the entire web page and find all the daunting images present on that page. Then we will blur those images before they are loaded and the children could see them. Keywords— Activation Function, CNN, Images Classification , Optimizers, VGG-19

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