Computational Intelligence and Neuroscience

Computational Intelligence in Image and Video Analysis


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

Lead Editor

1National University of Defense Technology, Hunan, China

2Nanyang Technological University, Singapore

3Government Bikram College of Commerce, Patiala, India

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

Computational Intelligence in Image and Video Analysis

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

Description

Nowadays, there are volumes of images and videos measured by multiple sensors including optical, hyperspectral, and radar. Those images and videos can be used to detect, recognize, and track targets. In this way, the anomalies, interested targets or regions can be found for battlefield surveillance, face recognition, geological survey, etc. With the development of computational intelligence, there are a variety of effective tools emerging including neural networks, expert systems, and other intelligent algorithms. These can be flexibly adjusted and modified for image and video analysis including feature extraction or decision making.

However, it is still a challenging task to properly analyze and interpret those data for both civil and military applications. The proper application or design of computational intelligence algorithms could contribute to the improvement of both effectiveness and efficiency of image and video processing.

Therefore, the aim of this Special Issue is to apply computational intelligence in image and video analysis. The Issue will provide novel guidance for relevant researchers and broaden the perspectives of computational intelligence researchers. Original research and review articles are welcomed.

Potential topics include but are not limited to the following:

  • Computational intelligence for image and video analysis
  • Computational intelligence tools in artificial intelligence
  • Computational intelligence in image interpretation
  • Computational intelligence in video interpretation
  • Computational intelligence in image classification / target recognition
  • Computational intelligence in video detection / tracking
  • Deep learning for image and video analysis

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 9167707
  • - Research Article

Multiclass Convolution Neural Network for Classification of COVID-19 CT Images

Serena Low Woan Ching | Khin Wee Lai | ... | Samiappan Dhanalakshmi
  • Special Issue
  • - Volume 2022
  • - Article ID 1010767
  • - Research Article

Scene-Specialized Multitarget Detector with an SMC-PHD Filter and a YOLO Network

Qianli Liu | Yibing Li | ... | Fang Ye
  • Special Issue
  • - Volume 2022
  • - Article ID 9510987
  • - Research Article

DeepLumina: A Method Based on Deep Features and Luminance Information for Color Texture Classification

A. Philomina Simon | B. V. Uma
  • Special Issue
  • - Volume 2022
  • - Article ID 3454167
  • - Research Article

Vision Transformer and Deep Sequence Learning for Human Activity Recognition in Surveillance Videos

Altaf Hussain | Tanveer Hussain | ... | Sung Wook Baik
  • Special Issue
  • - Volume 2022
  • - Article ID 8032673
  • - Research Article

Deploying Machine Learning Techniques for Human Emotion Detection

Ali I. Siam | Naglaa F. Soliman | ... | Ahmed Sedik
  • Special Issue
  • - Volume 2022
  • - Article ID 5372384
  • - Research Article

Application of Deep Learning in Civil Engineering Management

Hongbin Zhao
  • Special Issue
  • - Volume 2022
  • - Article ID 7882294
  • - Research Article

Research on the Privacy Security of Face Recognition Technology

Luning Pang
  • Special Issue
  • - Volume 2022
  • - Article ID 9670191
  • - Research Article

Museum Relic Image Detection and Recognition Based on Deep Learning

Qi Wang | Ling Li
  • Special Issue
  • - Volume 2022
  • - Article ID 5605846
  • - Research Article

Image Motion Deblurring Based on Deep Residual Shrinkage and Generative Adversarial Networks

Wenbo Jiang | Anshun Liu
  • Special Issue
  • - Volume 2022
  • - Article ID 8222075
  • - Research Article

Analysis of Rainfall Infiltration Stability of High Liquid Limit Red Clay Roadbed in Africa

Xiao Song | Hong Li
Computational Intelligence and Neuroscience
 Journal metrics
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Acceptance rate51%
Submission to final decision41 days
Acceptance to publication25 days
CiteScore3.900
Journal Citation Indicator0.700
Impact Factor3.120
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Article of the Year Award: Outstanding research contributions of 2021, as selected by our Chief Editors. Read the winning articles.