Fully Learnable Model for Task-Driven Image Compressed Sensing

Fully Learnable Model for Task-Driven Image Compressed Sensing

This study primarily investigates image sensing at low sampling rates with convolutional neural networks (CNN) for specific applications. To improve the image acquisition efficiency in energy-limited systems, this study, inspired by compressed sensing, proposes a fully learnable model for task-drive...

Full description

Bibliographic Details
Main Authors: Bowen Zheng, Jianping Zhang, Guiling Sun, Xiangnan Ren
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
convolutional neural networks
compressed sensing
deep learning
image reconstruction
Online Access:https://www.mdpi.com/1424-8220/21/14/4662

Internet

https://www.mdpi.com/1424-8220/21/14/4662

Similar Items