Scientific Programming

Machine Learning and Scientific Programing in Multi-Sensor Data Processing


Publishing date
01 Aug 2022
Status
Published
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


Machine Learning and Scientific Programing in Multi-Sensor Data Processing

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 2022
  • - Article ID 4973875
  • - Research Article

Research on Innovative Design of Product Packaging Based on Big Data Technology

Fang Gan | Nurul Hanim Romainoor | ZhiMin Guo
  • Special Issue
  • - Volume 2022
  • - Article ID 8750580
  • - Research Article

Research on Fresh Product Logistics Transportation Scheduling Based on Deep Reinforcement Learning

Hongshen Yu
  • Special Issue
  • - Volume 2022
  • - Article ID 1395265
  • - Research Article

Research on Toy Design for Special Children Based on Sensory Integration Training, D-S Theory, and Extenics: Taking Physical Toys for ADHD Children as an Example

Shilin Wu
  • Special Issue
  • - Volume 2022
  • - Article ID 2802573
  • - Research Article

Multimodal Music Emotion Recognition Method Based on the Combination of Knowledge Distillation and Transfer Learning

Guiying Tong
  • Special Issue
  • - Volume 2022
  • - Article ID 6026248
  • - Research Article

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

Xiaojing Chen
  • Special Issue
  • - Volume 2022
  • - Article ID 1383520
  • - Research Article

Intangible Cultural Heritage Management Using Machine Learning Model: A Case Study of Northwest Folk Song Huaer

Liusuo Huang | Yan Song
  • Special Issue
  • - Volume 2022
  • - Article ID 6538069
  • - Research Article

Research on Optimization and Application of University Student Development and Management Strategy Driven by Multidimensional Big Data

Zhimei Lv
  • Special Issue
  • - Volume 2022
  • - Article ID 5300840
  • - Research Article

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

Yingzhi Li | Di Yu | ... | Xi Chen
  • Special Issue
  • - Volume 2022
  • - Article ID 3828478
  • - Research Article

Video Face Detection Technology and Its Application in Health Information Management System

Yuxuan Liao | Zhenyu Tang | ... | Zhong Tang
  • Special Issue
  • - Volume 2022
  • - Article ID 9415286
  • - Research Article

Design of Athlete’s Running Information Capture System in Space-Time Domain Based on Virtual Reality

Chun Zhu
Scientific Programming
 Journal metrics
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Acceptance rate7%
Submission to final decision126 days
Acceptance to publication29 days
CiteScore1.700
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