Scientific Programming

Machine Learning and Scientific Programing in Multi-Sensor Data Processing


Publishing date
01 Aug 2022
Status
Closed
Submission deadline
01 Apr 2022

Lead Editor
Guest Editors

1National University of Defense Technology, Changsha, China

2Islamia College, Peshawar, Pakistan

3Chongqing Technology and Business University, Chongqing, China

This issue is now closed for submissions.

Machine Learning and Scientific Programing in Multi-Sensor Data Processing

This issue is now closed for submissions.

Description

Nowadays, there is an exponentially increasing amount of data from cameras, webcams, or other optical or radar sensors. Proper ways of mining and using these data could make great contributions to the development of civil and military technologies. For example, optical and radar images can be employed to detect and recognize the interested targets in a large scene to help intelligence interpretation and battlefield surveillance. Furthermore, the data from the two types of sensors can be properly fused to find more latent information.

However, it is still a challenging problem to develop automatic and intelligent algorithms to process the massive data from different sensors. Recently, the advances in machine learning and scientific programming have shown their potential in practical applications including signal processing, image interpretation, and data fusion. These deep learning and scientific programming algorithms provide general tools for different sources of data including 1D, 2D, 3D, or more high-dimensional ones. In this sense, the machine learning techniques can be properly employed in the field of data processing from multiple sensors.

Therefore, the aim of this Special Issue is to welcome original research and review articles with a focus on applying advanced machine learning and scientific programming approaches in data processing from multiple sensors. The Issue aims to provide novel guidance for machine learning researchers and broaden the perspectives of machine learning and sensor-related researchers.

Potential topics include but are not limited to the following:

  • Machine learning in optical image processing
  • Machine learning in video processing
  • Machine learning in radar signal / image processing
  • Machine learning in Internet of Things (IoT)
  • Machine learning in multisensor data fusion
  • Machine learning in the cooperative working of multiple sensors
  • Scientific programming in data fusion
  • Scientific programming in data forecasting
  • Scientific programming in pattern recognition

Articles

  • Special Issue
  • - Volume 2023
  • - Article ID 9803492
  • - Retraction

Retracted: Dynamic Early-Warning Model of College Students’ Psychological Crisis Based on Characteristic Attribute

Scientific Programming
  • Special Issue
  • - Volume 2023
  • - Article ID 9893506
  • - Retraction

Retracted: LSTM-Based Attentional Embedding for English Machine Translation

Scientific Programming
  • Special Issue
  • - Volume 2023
  • - Article ID 9825727
  • - Retraction

Retracted: Construction of the 3D Reconstruction System of Building Construction Scene Based on Deep Learning

Scientific Programming
  • Special Issue
  • - Volume 2023
  • - Article ID 9782074
  • - Retraction

Retracted: Remote English Teaching Resource Sharing Based on Internet O2O Model

Scientific Programming
  • Special Issue
  • - Volume 2023
  • - Article ID 9829285
  • - Retraction

Retracted: Classroom Visualization Based on the Relationship between User Roles and Scene Content

Scientific Programming
  • Special Issue
  • - Volume 2023
  • - Article ID 9791531
  • - Retraction

Retracted: Design of Packaging Design Evaluation Architecture Based on Deep Learning

Scientific Programming
  • Special Issue
  • - Volume 2022
  • - Article ID 6367755
  • - Research Article

Design of Literary Theory Teaching System in the Visual Field of Language Graphic Relations

Yuan Zhang | Xiaolei Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 5090023
  • - Research Article

Analysis on the Three-Dimensional Intervention Mode of Public Art in Rural Culture from the Perspective of 3D Video

Xiang Li | Hang Liu
  • Special Issue
  • - Volume 2022
  • - Article ID 5726718
  • - Research Article

Analysis on Transmission Characteristics of Stimulated Raman Scattering Based on the Multi-Sensor Signal Enhancement Technique

Wentao He | Zhiwei Men
  • Special Issue
  • - Volume 2022
  • - Article ID 9662292
  • - Research Article

Application of 3D Visualisation Video Technology for the Modern Business Management

Ying Li | Yangxiang Ye
Scientific Programming
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Acceptance rate7%
Submission to final decision126 days
Acceptance to publication29 days
CiteScore1.700
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Impact Factor-
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