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 9861533
  • - Research Article

Abnormal Detection in Big Data Video with an Improved Autoencoder

Yihan Bian | Xinchen Tang
  • Special Issue
  • - Volume 2021
  • - Article ID 4662061
  • - Research Article

Combining CT Images and Clinical Features of Four Periods to Predict Whether Patients Have Rectal Cancer

Yingyin Feng | Qi Ding | ... | Huixiu Lian
  • Special Issue
  • - Volume 2021
  • - Article ID 8429899
  • - Research Article

Medical Image Classification Based on Information Interaction Perception Mechanism

Wei Wang | Yihui Hu | ... | Xin Wang
  • Special Issue
  • - Volume 2021
  • - Article ID 8948248
  • - Research Article

Recognition and Optimization Analysis of Urban Public Sports Facilities Based on Intelligent Image Processing

Hao Li | Dujuan Li
  • Special Issue
  • - Volume 2021
  • - Article ID 2201964
  • - Research Article

Evaluation of Ecological Water Consumption in Yanhe River Basin Based on Big Data

Ting Guo | Huiying Yu
  • Special Issue
  • - Volume 2021
  • - Article ID 2392642
  • - Research Article

A SAR Target Recognition Method via Combination of Multilevel Deep Features

Junhua Wang | Yuan Jiang
  • Special Issue
  • - Volume 2021
  • - Article ID 4953288
  • - Research Article

Design of the Piano Score Recommendation Image Analysis System Based on the Big Data and Convolutional Neural Network

Yuanyuan Zhang
  • Special Issue
  • - Volume 2021
  • - Article ID 7171816
  • - Research Article

Construction and Evaluation of Intelligent Medical Diagnosis Model Based on Integrated Deep Neural Network

Lina Ma | Tao Yang
  • Special Issue
  • - Volume 2021
  • - Article ID 9703709
  • - Research Article

A Multiview SAR Target Recognition Method Using Inner Correlation Analysis

Lei Lei | Dongen Guo | Zhihui Feng
  • Special Issue
  • - Volume 2021
  • - Article ID 7468866
  • - Research Article

Construction of Spatiotemporal Difference Image of the Impact of Financial Structure on China’s Total Factor Productivity

Yong Yu

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