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 2023
  • - Article ID 9896261
  • - Retraction

Retracted: Research on Network Layer Recursive Reduction Model Compression for Image Recognition

Scientific Programming
  • Special Issue
  • - Volume 2023
  • - Article ID 9865218
  • - Retraction

Retracted: An Intelligent Evaluation Method of Information Course Teaching Effect Based on Image Analysis

Scientific Programming
  • Special Issue
  • - Volume 2023
  • - Article ID 9894106
  • - Retraction

Retracted: Research on Intelligent English Translation Method Based on the Improved Attention Mechanism Model

Scientific Programming
  • Special Issue
  • - Volume 2023
  • - Article ID 9831013
  • - Retraction

Retracted: Research on the Application of Environmental Art Design Based on the Combination of VR and Panoramic Video Technology

Scientific Programming
  • Special Issue
  • - Volume 2023
  • - Article ID 9764821
  • - Retraction

Retracted: Willingness and Evaluation Model of College Students’ Online Learning Behavior Based on Distributed Cognition

Scientific Programming
  • Special Issue
  • - Volume 2023
  • - Article ID 9845310
  • - Retraction

Retracted: Application Analysis of 3D Printing Technology in Design Field: Taking Shoe Design as an Example

Scientific Programming
  • Special Issue
  • - Volume 2023
  • - Article ID 9761934
  • - Retraction

Retracted: Analysis of the 3D Application Evaluation System of Landscape Based on Hybrid Cooperation of VR and AI

Scientific Programming
  • Special Issue
  • - Volume 2023
  • - Article ID 9780102
  • - Retraction

Retracted: Research on the Generation and Design Method of Residential Community Scheme Based on Improving Design

Scientific Programming
  • Special Issue
  • - Volume 2023
  • - Article ID 9847260
  • - Retraction

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

Scientific Programming
  • Special Issue
  • - Volume 2023
  • - Article ID 9789507
  • - Retraction

Retracted: Career Recommendation for College Students Based on Deep Learning and Machine Learning

Scientific Programming
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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