Mathematical Problems in Engineering

Computational Intelligence in Image Processing 2020


Publishing date
01 Feb 2020
Status
Closed
Submission deadline
20 Sep 2019

Lead Editor

1University of Guadalajara, Guadalajara, Mexico

2Universidad Complutense de Madrid, Madrid, Spain

3Freie Universität Berlin, Berlin, Germany

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

Computational Intelligence in Image Processing 2020

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

Description

Perception through vision has always played an essential role in human life, and images continue to be one of the most important information carriers even through rapidly changing technological environments. Recent advances in digital processing and computer hardware have led to an explosion in the use of digital images in a variety of scientific and engineering applications. These applications result from the progression from fundamental scientific research on the one hand to the development of new and innovative technologies—and their implementation—on the other hand.

Computational intelligence has emerged as a powerful tool for information processing, decision making, and knowledge management and has been successfully developed in areas such as neural networks, fuzzy systems, and evolutionary algorithms. It is apparent that computational intelligence will play an increasingly important role in tackling engineering problems, not least in the field of image processing.

Classical image processing methods often face great difficulties while dealing with images containing noise and distortions. Under such conditions, the use of computational intelligence approaches has recently been extended to address challenging real-world image processing problems. This special issue aims to provide a collection of high quality research articles that address the broad challenges in both theoretical and practical aspects of computational intelligence in image processing. We invite colleagues to contribute original research articles, as well as review articles, that will stimulate the continuing effort on the application of computational intelligence approaches to solve image processing problems.

Potential topics include but are not limited to the following:

  • The use of computational intelligence techniques such as
    • Neural networks
    • Fuzzy logic
    • Rough sets
    • Metaheuristics (evolutionary algorithms, simulated annealing, tabu search, ant colony optimization, particle swarm optimization, harmony search, bee colony optimization, etc.)
    • Expert systems
  • In/for the following:
    • Coding and compression
    • Sampling and interpolation
    • Quantization and halftoning
    • Quality assessment
    • Filtering and enhancement
    • Morphology
    • Edge detection and segmentation
    • Feature extraction
    • Indexing and retrieval

Articles

  • Special Issue
  • - Volume 2020
  • - Article ID 7067251
  • - Research Article

Natural Scene Text Detection and Segmentation Using Phase-Based Regions and Character Retrieval

Julia Diaz-Escobar | Vitaly Kober
  • Special Issue
  • - Volume 2020
  • - Article ID 1952782
  • - Research Article

A Convex Variational Model for Restoring SAR Images Corrupted by Multiplicative Noise

Hanmei Yang | Jiachang Li | ... | Jian Lu
  • Special Issue
  • - Volume 2020
  • - Article ID 7698590
  • - Research Article

Deep Learning for the Classification of Genomic Signals

J. Alejandro Morales | Román Saldaña | ... | Gerardo Mendizabal-Ruiz
  • Special Issue
  • - Volume 2020
  • - Article ID 1751932
  • - Research Article

Application of Artificial Neural Networks for the Automatic Spectral Classification

Edgar Vilavicencio-Arcadia | Silvana G. Navarro | ... | Gerardo Ramos-Larios
  • Special Issue
  • - Volume 2020
  • - Article ID 1024173
  • - Research Article

Facial Recognition for Drunk People Using Thermal Imaging

Agustin Sancen-Plaza | Luis M. Contreras-Medina | ... | José A. Padilla-Medina
  • Special Issue
  • - Volume 2020
  • - Article ID 1404295
  • - Research Article

Improving Dam Seepage Prediction Using Back-Propagation Neural Network and Genetic Algorithm

Xuan Zhang | Xudong Chen | Junjie Li
  • Special Issue
  • - Volume 2020
  • - Article ID 8065396
  • - Research Article

Combining 3D-CNN and Squeeze-and-Excitation Networks for Remote Sensing Sea Ice Image Classification

Yanling Han | Cong Wei | ... | Shuhu Yang
  • Special Issue
  • - Volume 2020
  • - Article ID 3965281
  • - Research Article

Chaotic Color Image Encryption Scheme Using Deoxyribonucleic Acid (DNA) Coding Calculations and Arithmetic over the Galois Field

Lilian Huang | Shiming Wang | ... | Yi Sun
  • Special Issue
  • - Volume 2020
  • - Article ID 3751053
  • - Research Article

Deeper and Mixed Supervision for Salient Object Detection in Automated Surface Inspection

Senbo Yan | Xiaowen Song | Guocong Liu
  • Special Issue
  • - Volume 2020
  • - Article ID 8478527
  • - Research Article

Emotional Video to Audio Transformation Using Deep Recurrent Neural Networks and a Neuro-Fuzzy System

Gwenaelle Cunha Sergio | Minho Lee
Mathematical Problems in Engineering
 Journal metrics
Acceptance rate27%
Submission to final decision64 days
Acceptance to publication34 days
CiteScore1.800
Impact Factor1.009
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