Mohammad Al-Azawi Profile : Scipedia

Documents published in Scipedia

THE APPLICATION OF HUMAN VISUAL ATTENTION IN MACHINE VISION
M. Al-Azawi

FIBRE4YARDS OA (2024). 1

Abstract
Machine vision is still a challenging topic and attracts many researchers to research in this field. The main difference between machine vision and human vision is that, machine can see images as a set of pixels, while human can used cognitive capabilities in identifying the contents of the image. Attention is one of the important properties of Human Vision System, with which the human can focus only on part of the scene at a time; scenes with more abrupt features shall attract human attention more than other regions. In this paper, we shall simulate the human attention and discuss its application in machine vision and how it will improve the result of the retrieval process and image identification and understanding. Artificial intelligence shall be used in the proposed algorithm to cluster the salient points that were obtained either from eye trackers or from saliency extraction techniques.
Abstract
Machine vision is still a challenging topic and attracts many researchers to research in this field. The main difference between machine vision and human vision is that, machine [...]
- 0
- read

Articles (Documents not available in Scipedia)

Saliency Identification as a Computational Model of Human Visual Attention
M Al-Azawi

International Journal of Advanced Science and Technology 9 (3), 3348- 3360, 2020
The Application of Eye-Tracking in Consumer Behaviour
M Alazawi

International Journal of Engineering & Technology 8 (1), 83-86, 2019
Computational Intelligence-based Semantic Image Background Identification using Colour-Texture Feature
M Al-Azawi

International Journal of Computer Applications 180 (10), 27-31, 2018
Saliency-Based Image Retrieval using Colour Histogram Feature
M Al-Azawi

IEEE EECCMC: International Conference on Electrical, Electronics, Computers …, 2018
Human Visual Attention and Machine Vision Computational Saliency
M Al-Azawi

Conference: IEEE EECCMC: International Conference on Electrical, Electronics …, 2018
FACE RECOGNITION TECHNIQUE BASED ON ADAPTIVE-OPPOSITION PARTICLE SWARM OPTIMIZATION (AOPSO) AND SUPPORT VECTOR MACHINE (SVM)
M Abdulameer, D Mohammed, S Mohammed, M Al-Azawi, Y Al-Mayali, ...

ARPN Journal of Engineering and Applied Sciences 13 (6), 2259-2266, 2018
Irregularity-based image regions saliency identification and evaluation
M Al-Azawi, Y Yang, H Istance

Multimedia Tools and Applications 75 (1), 25-48, 2016
A New Approach to Automatic Saliency Identification in Images Based on Irregularity of Regions
M Alazawi

De Montfort University, 2015
Human attention-based regions of interest extraction using computational intelligence
M Al-Azawi, Y Yang, H Istance

2015 IEEE 8th GCC Conference & Exhibition, 1-6, 2015
A new gaze points agglomerative clustering algorithm and its application in regions of interest extraction
M Al-Azawi, Y Yang, H Istance

2014 IEEE International Advance Computing Conference (IACC), 946-951, 2014
A New Edge Intersection-Based Salient Points Extraction and its Application in Computer Vision
M Alazawi

NSBIT2014, 2014
IRREGULARITY-BASED SALIENCY IDENTIFICATION AND EVALUATION
M Al-Azawi, Y Yang, H Istance

IEEE ICCIC 2013, 2013
Image Thresholding using Histogram Fuzzy Approximation
MAN Al-Azawi

International Journal of Computer Applications 83 (9), 36-40, 2013
Neural Network Based Automatic Traffic Signs Recognition: An Application on Intelligent Cars
MAN Al-Azawi

SETAC-2012, Emerging Trends in Advanced Computing,, 2012
Constructing an E-Archive System and Its Role in Improving Document Management
MAN Al-Azawi

International Conference on Knowledge Management and Resource Sharing, 2012
Bimodal Histogram Based Image Segmentation Using Fuzzy-Logic
MAN Al-Azawi

National Conference on Artificial Intelligence Applications in Engineering …, 2012
Neural Network Based Automatic Traffic Signs Recognition
MAN Al-Azawi

International Journal of Digital Information and Wireless Communications …, 2012
Reflections on the use of ICT for effective learning at Oman College
AN Shaikh, MAN Al-Azawi, S Mond

MECIT International Conference on Applied Science in Communication Technology, 2011
Automatic stereo image matching using edge detection technique
RH Alwan, MA Naji

International Archives of Photogrammetry and Remote Sensing 31, 29-35, 1996

information

Submit your paper

Become a journal editor

Create a new collection

Create an organization profile

Open access

contributions

Documents published in Scipedia

THE APPLICATION OF HUMAN VISUAL ATTENTION IN MACHINE VISION

Articles (Documents not available in Scipedia)

Saliency Identification as a Computational Model of Human Visual Attention

The Application of Eye-Tracking in Consumer Behaviour

Computational Intelligence-based Semantic Image Background Identification using Colour-Texture Feature

Saliency-Based Image Retrieval using Colour Histogram Feature

Human Visual Attention and Machine Vision Computational Saliency

FACE RECOGNITION TECHNIQUE BASED ON ADAPTIVE-OPPOSITION PARTICLE SWARM OPTIMIZATION (AOPSO) AND SUPPORT VECTOR MACHINE (SVM)

Irregularity-based image regions saliency identification and evaluation

A New Approach to Automatic Saliency Identification in Images Based on Irregularity of Regions

Human attention-based regions of interest extraction using computational intelligence

A new gaze points agglomerative clustering algorithm and its application in regions of interest extraction

A New Edge Intersection-Based Salient Points Extraction and its Application in Computer Vision

IRREGULARITY-BASED SALIENCY IDENTIFICATION AND EVALUATION

Image Thresholding using Histogram Fuzzy Approximation

Neural Network Based Automatic Traffic Signs Recognition: An Application on Intelligent Cars

Constructing an E-Archive System and Its Role in Improving Document Management

Bimodal Histogram Based Image Segmentation Using Fuzzy-Logic

Neural Network Based Automatic Traffic Signs Recognition

Reflections on the use of ICT for effective learning at Oman College

Automatic stereo image matching using edge detection technique

information

Sign up at Scipedia and complete your profile

Click on "CREATE A DOCUMENT" in your profile page

Upload your manuscript in LaTeX or Word, or create it from scratch with our online editor

Click on "SUBMIT FOR PUBLICATION" at the manuscript page, and select your preferred journal or collection

Click on "SUBMIT FOR PUBLICATION" at the manuscript page, select your preferred collection and complete the submission form

The editorial board will ensure that the publishing requirements are adhered to, before your paper is published

contributions

external references