Scientific Programming

Machine Learning in Image and Video Processing


Publishing date
01 Mar 2022
Status
Closed
Submission deadline
05 Nov 2021

Lead Editor

1National University of Defense Technology, Changsha, China

2University of Electronic Science and Technology of China, Chengdu, China

3Nanyang Technological University, Singapore

This issue is now closed for submissions.

Machine Learning in Image and Video Processing

This issue is now closed for submissions.

Description

Given the exponentially increasing amount of data from cameras, webcams, or other optical or radar sensors, etc., a substantial number of images or videos of different nature can be used for different applications. For instance, the problem of high-performance target recognition, anomaly detection, etc. plays an important role in both military and civil fields. In the military field, image processing can be used for intelligence interpretation and battlefield surveillance. In the civil field, image or video processing can be used for face recognition, driver assistance systems, geological survey, etc.

However, it is still challenging to achieve high performance in image classification, target detection & recognition, video tracking, etc. because of the complex scenarios of the real world (e.g., noise, occlusion, deformation, etc.). Recently, the advances in the machine learning computer vision domain have shown their potential in practical applications. Deep neural network methodologies are commonly used in image and video processing, including segmentation, classification, recognition, etc.

The aim of this Special Issue is to highlight research discussing advanced machine learning approaches in image and video processing. The Issue will provide novel guidance for machine learning researchers and broaden the perspectives of machine learning and computer vision researchers. Original research and review articles are welcome.

Potential topics include but are not limited to the following:

  • Scientific programming for image and video processing
  • Scientific programming tools in machine learning
  • Machine learning in image interpretation
  • Machine learning in video interpretation
  • Deep learning in image classification/target recognition
  • Deep learning in video detection/tracking

Articles

  • Special Issue
  • - Volume 2021
  • - Article ID 7998417
  • - Research Article

Research on Parallel Support Vector Machine Based on Spark Big Data Platform

Yao Huimin
  • Special Issue
  • - Volume 2021
  • - Article ID 6380501
  • - Research Article

Application of QR Code Online Testing Technology in Nursing Teaching in Colleges and Universities

Hai-yan Zheng | Xing-cheng Ran
  • Special Issue
  • - Volume 2021
  • - Article ID 3356044
  • - Research Article

Diagnosis and Classification Decision Analysis of Overheating Defects of Substation Equipment Based on Infrared Detection Technology

Zhigang Shi | Yunlong Zhao | ... | Le Ma
  • Special Issue
  • - Volume 2021
  • - Article ID 7965297
  • - Research Article

Intelligent Classification Method of Low Occupancy Big Data Based on Grid Index

Haiyan Zhao | Shuangxi Li
  • Special Issue
  • - Volume 2021
  • - Article ID 9450961
  • - Research Article

Spatial Transformer Network-Based Automatic Modulation Recognition of Blind Signals

Yuxin Huang
  • Special Issue
  • - Volume 2021
  • - Article ID 4921825
  • - Research Article

[Retracted] Mind Map Construction for English Grammar Teaching Based on Knowledge Map

Qijun Fu | Shouzhong Kuang
  • Special Issue
  • - Volume 2021
  • - Article ID 2220096
  • - Research Article

[Retracted] Construction of College English Mobile Learning Model Based on Distributed Terminal

Jianmei Wang | Linhai Lei
  • Special Issue
  • - Volume 2021
  • - Article ID 6406856
  • - Research Article

Research on Methods of English Text Detection and Recognition Based on Neural Network Detection Model

Chunlan Li
  • Special Issue
  • - Volume 2021
  • - Article ID 6913427
  • - Research Article

Research on Deep Learning-Based Financial Risk Prediction

Boning Huang | Junkang Wei
  • Special Issue
  • - Volume 2021
  • - Article ID 5165115
  • - Research Article

[Retracted] Construction of Machine Learning Model Based on Text Mining and Ranking of Meituan Merchants

Yin Tang | Dongxue Liao | ... | Liang Liu
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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