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.
More articles will be published in the near future.

Machine Learning in Image and Video Processing

This issue is now closed for submissions.
More articles will be published in the near future.

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 2022
  • - Article ID 3441252
  • - Research Article

The Stereo Communication Method of Artistic Visual Image Based on CAD Platform

Kai Gao | Yong Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 3437139
  • - Research Article

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

Qing Wan | Lin Ye
  • Special Issue
  • - Volume 2022
  • - Article ID 7668425
  • - Research Article

Research on the Recognition Algorithm of Basketball Technical Action Based on BP Neural System

Xiangfeng Hou | Qing Ji
  • Special Issue
  • - Volume 2022
  • - Article ID 1176279
  • - Research Article

Analysis of Behavioral Image Recognition of Pan-Entertainment of Contemporary College Students’ Network

Hong Cui | Yuan Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 2038740
  • - Research Article

Deep Convolutional Nets Learning Classification for Artistic Style Transfer

R. Dinesh Kumar | E. Golden Julie | ... | Murugesh Veerasamy
  • Special Issue
  • - Volume 2022
  • - Article ID 2765327
  • - Research Article

Research on Engineering Geomechanics Characteristics and CFRP Reinforcement Technology Based on Machine Learning Algorithms

Baoqi Yan | Nuoya Zhang | ... | Yue Hui
  • Special Issue
  • - Volume 2021
  • - Article ID 6878176
  • - Research Article

Straw Mulching with Minimum Tillage Is the Best Method Suitable for Straw Application under Mechanical Grain Harvesting

En Lei | ChaoBo Wang | ... | Qi Yuan Tang
  • Special Issue
  • - Volume 2021
  • - Article ID 4356957
  • - Research Article

High Spatial Resolution Remote Sensing Data Classification Method Based on Spectrum Sharing

Meimei Duan | Lijuan Duan
  • Special Issue
  • - Volume 2021
  • - Article ID 4725875
  • - Research Article

Standardized Judgment Method of Shooting Training Action Based on Digital Video Technology

Guo Qing | HuBao Hui
  • Special Issue
  • - Volume 2021
  • - Article ID 3963574
  • - Research Article

Automatic Repair Method for D2D Communication Routing Buffer Overflow Vulnerability in Cellular Network

BaoPing Yang | Kun Jiang
Scientific Programming
 Journal metrics
Acceptance rate27%
Submission to final decision66 days
Acceptance to publication33 days
CiteScore2.000
Journal Citation Indicator0.300
Impact Factor1.025
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