1 citations · 2 across the 3 of their papers we have counts for
Showing eess.IVShow all
2 papers · 1 filter
eess.IV2021
Lossy Medical Image Compression using Residual Learning-based Dual Autoencoder Model
Dipti Mishra, Satish Kumar Singh, Rajat Kumar Singh
In this work, we propose a two-stage autoencoder based compressor-decompressor framework for compressing malaria RBC cell image patches. We know that the medical images used for di…
eess.IV2021★ 1 cited
Deep learning-based Edge-aware pre and post-processing methods for JPEG compressed images
Dipti Mishra, Satish Kumar Singh, Rajat Kumar Singh
We propose a learning-based compression scheme that envelopes a standard codec between pre and post-processing deep CNNs. Specifically, we demonstrate improvements over prior appro…