Computational Intelligence and Neuroscience

Computational Intelligence in Image and Video Analysis


Publishing date
01 Mar 2022
Status
Published
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


Computational Intelligence in Image and Video Analysis

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 2021
  • - Article ID 6503029
  • - Research Article

Electric Shovel Teeth Missing Detection Method Based on Deep Learning

Xiaobo Liu | Xianglong Qi | Yiming Jiang
  • Special Issue
  • - Volume 2021
  • - Article ID 3113584
  • - Research Article

Research on Practical Intelligent Mode of Digital Image Economy Based on Improved Genetic Multilayer Neural Network

Min Guo | Liying Song | Muhammad Ilyas
  • Special Issue
  • - Volume 2021
  • - Article ID 6049195
  • - Research Article

Enterprise Risk Assessment Based on Machine Learning

Boning Huang | Junkang Wei | ... | Chang Liu
  • Special Issue
  • - Volume 2021
  • - Article ID 4105716
  • - Research Article

Contribution and Mechanism of Different Levels of Educational Human Capital to the Identification of Regional Green Economic Growth

Jiapeng Guo
  • Special Issue
  • - Volume 2021
  • - Article ID 3302617
  • - Research Article

Application of Gauss Mutation Genetic Algorithm to Optimize Neural Network in Image Painting Art Teaching

Weiming Xing | Jian Zhang | ... | Jun Lin
  • Special Issue
  • - Volume 2021
  • - Article ID 2324352
  • - Research Article

Research on Long Jump Posture in School Physical Education Teaching Based on Video Analysis

Tianchang He | Danyang Lv | Zehao Li
  • Special Issue
  • - Volume 2021
  • - Article ID 9732156
  • - Research Article

Application of Neural Network Algorithm Based on Principal Component Image Analysis in Band Expansion of College English Listening

Cailing Hao
  • Special Issue
  • - Volume 2021
  • - Article ID 4824613
  • - Research Article

Adaptive Localizing Region-Based Level Set for Segmentation of Maxillary Sinus Based on Convolutional Neural Networks

Xianglong Qi | Jie Zhong | Shengjia Cui
  • Special Issue
  • - Volume 2021
  • - Article ID 4931437
  • - Review Article

Emergence of Deep Learning in Knee Osteoarthritis Diagnosis

Pauline Shan Qing Yeoh | Khin Wee Lai | ... | Samiappan Dhanalakshmi
  • Special Issue
  • - Volume 2021
  • - Article ID 7085412
  • - Research Article

Application of Dual-Channel Convolutional Neural Network Algorithm in Semantic Feature Analysis of English Text Big Data

Yang Li | Chengbo Yin

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