Multidimensional Signal Processing: Advanced Technologies and Applications

A special issue of Applied Sciences (ISSN 2076-3417). This special issue belongs to the section "Electrical, Electronics and Communications Engineering".

Deadline for manuscript submissions: 28 February 2024 | Viewed by 112

Special Issue Editors

Tianjin Key Laboratory of Electronic Materials and Devices, School of Electronics and Information Engineering, Hebei University of Technology, Tianjin 300401, China
Interests: multidimensional signal processing; sparse representation; machine learning; Internet of Things; magnetic resonance imaging
Dr. Bowen Zheng
E-Mail Website
Guest Editor
College of Electronic Information and Optical Engineering, Nankai University, Tianjin 300350, China
Interests: multidimensional signal processing; image processing; deep learning; Internet of Things; compressed sensing
Dr. Nannan Luan
E-Mail Website
Guest Editor
School of Electronics and Information Engineering, Hebei University of Technology, Tianjin 300401, China
Interests: optical fiber sensor; temperature sensor; photonic crystal fiber; surface plasmon resonance; refractive index sensor

Special Issue Information

Dear Colleagues,

Multidimensional (MD) signal processing is a critical field that deals with the sensing, analysis, processing, and computation of signals with multiple dimensions. With the significant increase in the amount of data and expansive applications, MD signal processing has become a key technique in various domains, including telecommunications, image processing, video processing, speech processing, biomedical signal processing, etc. This Special Issue aims to collect advanced technologies and applications in the area of MD signal processing in various fields: compressed sensing, tensor decomposition, and deep learning algorithms for MD signal; MD image restoration including inpainting, denoising, super-resolution, and so on; MD image classification, recognition, and segmentation; MD computer vision; fast MD magnetic resonance imaging; hyperspectral imaging; big data processing in Internet of Things; and other signal processing of MD data.

Prof. Dr. Jingfei He
Dr. Bowen Zheng
Dr. Nannan Luan
Guest Editors

Manuscript Submission Information

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Keywords

  • multidimensional signal processing
  • tensor decomposition
  • deep learning
  • computer vision
  • fast imaging
  • data reconstruction

Published Papers

This special issue is now open for submission.
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