Remote sensing image scene classification using CNN-MLP with data augmentation
Classification of the very high-resolution (VHR) imagery scene has become a challenging
problem. The convolutional neural network (CNN) has increased the accuracy in this area …
problem. The convolutional neural network (CNN) has increased the accuracy in this area …
Lossy compression of multispectral satellite images with application to crop thematic mapping: A HEVC comparative study
Remote sensing applications have gained in popularity in recent years, which has resulted
in vast amounts of data being produced on a daily basis. Managing and delivering large sets …
in vast amounts of data being produced on a daily basis. Managing and delivering large sets …
Qualitative rating of lossy compression for aerial imagery by neutrosophic waspas method
R Bausys, G Kazakeviciute-Januskeviciene - Symmetry, 2021 - mdpi.com
The monitoring and management of consistently changing landscape patterns are
accomplished through a large amount of remote sensing data using satellite images and …
accomplished through a large amount of remote sensing data using satellite images and …
Combining the use of CNN classification and strength‐driven compression for the robust identification of bacterial species on hyperspectral culture plate images
Huge streams of diagnostic images are expected to be produced daily in the emerging field
of digital microbiology imaging because of the ongoing worldwide spread of Full Laboratory …
of digital microbiology imaging because of the ongoing worldwide spread of Full Laboratory …
Dual link distributed source coding scheme for the transmission of satellite hyperspectral imagery
Traditional lossless compression methods for satellite hyperspectral imagery focus on
exploiting spatial and/or spectral redundancy. Those methods do not consider the temporal …
exploiting spatial and/or spectral redundancy. Those methods do not consider the temporal …
An Invalid Cloud Region Masking Method for Remote Sensing Image Compression
H Wang, H Zhou, J Wang - Pattern Recognition and Image Analysis, 2020 - Springer
An invalid cloud region masking method based on local edge context is proposed for the
compression of remote sensing images. Through analyzing the characteristics of various …
compression of remote sensing images. Through analyzing the characteristics of various …
[PDF][PDF] The Effect of Using Inter-Frame Coding with Jpeg to Improve the Compression of Satellite Images
AM Mahdi, LE George, FG Mohammed - Iraqi Journal of Science, 2017 - iasj.net
Many recent satellite image compression methods depends on removing the spectral and
spatial redundancies within image only, such these methods known as intra-frame (image) …
spatial redundancies within image only, such these methods known as intra-frame (image) …