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What is Computer Vision

Handbook of Research on Emerging Technologies for Digital Preservation and Information Modeling
The field that includes methods for acquiring, processing, analysing and understanding images in order to produce numerical or symbolic information.
Published in Chapter:
Digital Surveying in Cultural Heritage: The Image-Based Recording and Documentation Approaches
Efstratios Stylianidis (Aristotle University of Thessaloniki, Greece) and Andreas Georgopoulos (National Technical University of Athens, Greece)
DOI: 10.4018/978-1-5225-0680-5.ch006
Abstract
Cultural Heritage is recognized as a priceless asset of human being, which exposes the humanity's achievements over centuries. The need for documentation and preservation of cultural heritage is well known worldwide. Digital surveying techniques are playing a catalytic role towards recording and documentation of cultural heritage. This chapter describes the methodological and technological aspects of image-based recording and documentation approaches acting as the vehicle for the digital surveying of cultural heritage. The chapter not only describes the different technologies and techniques used but also goes to the extent of clarifying several applied implementation issues. Three different examples and application case studies from a small, a medium and a large-scale cultural heritage objects are provided to demonstrate the developments.
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An Image-Based Ship Detector With Deep Learning Algorithms
An automation technology that makes computers to gain high-level understanding from images and videos throughout acquiring, processing, analyzing, and recognizing digital data by transforming visual images into numerical or symbolic information.
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Artificial Intelligence a Driver for Digital Transformation
How machines visually and interpret the world and understand it from images or videos.
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PRHOLO: 360º Interactive Public Relations
A scientific discipline concerned with the theory behind artificial systems that extract information from images. The image data can take many forms, such as video sequences, views from multiple cameras, or multi-dimensional data (including 3D data). As a technological discipline, computer vision seeks to apply its theories and models to the construction of systems based on (computer) vision.
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Freshness Grading of Agricultural Products Using Artificial Intelligence
Processing of the meaningful information from digital visions within the terms of artificial intelligence.
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Autonomous Vehicles
Systems that are in charge of an autonomous vehicle’s ability to observe its surroundings.
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The Surveying and Representation Process Applied to Architecture: Non-Contact Methods for the Documentation of Cultural Heritage
Discipline that studies the techniques and algorithms for constructing devices or systems capable of acquiring information from images.
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An Intelligent Machine-Driven Perspective to Archaeological Pottery Reassembly
The ability to make computers or machines to see, interpret, and do similar tasks that humans can do.
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Image Segmentation Methods
A discipline of Computer Science that includes methods for acquiring, processing, analyzing, and understanding.
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Encoded Memory: Artificial Intelligence and Deep Learning in Architecture
Is an interdisciplinary scientific field that deals with how computers can be made to gain high-level understanding from digital images or videos. From the perspective of engineering, it seeks to automate tasks that the human visual system can do.
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Early Beginnings of AI: The Field of Research in Computer Science
Computer vision is the technology that aids AI systems to identify and differentiate objects and people in a video or a picture.
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Cybersecurity in Connected Autonomous Vehicles: Navigating the Future of Transportation
The branch of artificial intelligence known as computer vision is dedicated to making it possible for computers to analyze and comprehend visual data.
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Pattern Analysis in Marine Data Classification and Recognition: A Plea for Ontologies
a branch of artificial intelligence that deals with how computers can get a general idea of digital images or videos.
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The Value Proposition of Machine Learning in Construction Management: Exploring the Trends in Construction 4.0 and Beyond
AI sub-field concerned with artificial simulation of the human sight, enabled by deep learning techniques and encompassing image classification, object detection and image semantic segmentation.
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Plant Disease Classification Using Deep Learning Techniques
It is a field of artificial intelligence that focuses on enabling machines to interpret and understand visual data from the world. It involves developing algorithms and techniques to enable machines to see, perceive, and recognize objects, patterns, and features in images and videos.
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Automatic Image Captioning Using Different Variants of the Long Short-Term Memory (LSTM) Deep Learning Model
A subfield of Artificial Intelligence that allows computers to derive meaningful insights from visual inputs like images, videos, etc.
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Ethical Navigations: Adaptable Frameworks for Responsible AI Use in Higher Education
Computer vision is an interdisciplinary field of science and technology that focuses on how computers can gain understanding from images and videos.
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Artificial Intelligence and Machine Learning Algorithms
AI is used for dissimilar applications as vehicle plate identification on which number is written and also in facial recognition.
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The Use of Artificial Intelligence in the Food Industry: From Recipe Generation to Quality Control
Computer vision is a branch of AI that enables machines to interpret and understand visual data. It involves the development of algorithms and techniques that allow machines to see, perceive, and recognize objects, patterns, and features in images and videos.
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Using Machine Learning to Extract Insights From Consumer Data
A field of computer science and class of methods which allow computer systems to process and make sense of visual images, akin to human vision system.
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Impact of Artificial Intelligence on Marketing Research: Challenges and Ethical Considerations
A field of AI that focuses on enabling machines to interpret and understand visual information from the world around them, such as images and videos.
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Augmented Intelligence: Leverage Smart Systems
Computer vision is an interdisciplinary scientific field that deals with how computers can be made to gain high-level understanding from digital images or videos.
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Proctoring Tools and Techniques for Ensuring the Integrity of Online Assessments
A technology that enables machines to interpret and analyze visual data, such as images and videos.
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Harnessing the Power of Artificial Intelligence in Law Enforcement: A Comprehensive Review of Opportunities and Ethical Challenges
The ability of a computer to understand and extract content from images depending on what is being searched for. (sw. computer vision)
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Monitoring Social Distancing With Real-Time Detection and Tracking
An automation technology that makes computers to gain high-level understanding from images and videos throughout acquiring, processing, analyzing, and recognizing digital data by transforming visual images into numerical or symbolic information.
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Artificial Intelligence as Virtual Inspector for Construction Waste Dumping: Case Study of ViAct
A field of artificial intelligence (AI) that enables computers and systems to derive meaningful information from digital images, videos and other visual inputs — and take actions or make recommendations based on that information. If AI enables computers to think, computer vision enables them to see, observe and understand.
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Human Motion Analysis and Simulation Tools: A Survey
Is a discipline that studies methods and algorithms that are able to acquire, process and understand entities represented in images. The ultimate goal is to produce decisions and/or descriptions about the represented entities.
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Lightweight Neural Networks for Pedestrian Detection in Intelligent Vehicles
It is a field that studies how computers may learn to recognize digital images or video using artificial intelligence techniques. From an engineering standpoint, it tries to comprehend and automate operations that the human visual system is capable of performing.
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A Survey on Intelligence Tools for Data Analytics
Domain in science that deals with the use of computers in understanding and automating the tasks that a human visual system can do.
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Environments Diagnosis by Means of Computer Vision System of Autonomous Flying Robots
Implements a complex process of extracting, identifying, and converting video information, which includes six basic steps: 1) obtaining (perceiving) information, or sensing; 2) preconditioning, or preprocessing; 3) segmentation; 4) description; 5) recognition; and 6) interpretation.
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Artificial Intelligence Methods for Face Covering Detections
An automation technology that makes computers to gain high-level understanding from images and videos throughout acquiring, processing, analyzing, and recognizing digital data by transforming visual images into numerical or symbolic information.
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Design of a Real-Time-Integrated System Based on Stereovision and YOLOv5 to Detect Objects
This is an artificial intelligence technique, used to teach computers how to process and interpret images.
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Impact-Resistant Flying Platform for Use in the Urban Construction Monitoring
Implies a integral process of extracting, identifying, and converting video information that includes six basic steps: 1) perceiving information, or sensing, 2) preconditioning or preprocessing, 3) segmentation, 4) description, 5) recognition, and 6) interpretation.
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Machine Learning in Computer Vision
A research area of computer science that deals with image and video. The goal is to extract important information extraction from images and video.
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Subjective and Objective Assessment for Variation of Plant Nitrogen Content to Air Pollutants Using Machine Intelligence: Subjective and Objective Assessment
As a scientific discipline, computer vision is concerned with the theory and technology for building artificial systems that obtain information from images or multi-dimensional data. This type of processing typically needs input data provided by a computer vision system, acting as a vision sensor and providing high-level information about the environment and the robot.
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Mobile Camera-Based User Interaction
The analysis of image sequences, concerned with computer processing of images from the real world. Computer vision typically requires a combination of low-level image processing and high-level pattern recognition and image understanding to recognize important features in the image.
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Ensuring the Safety of UAV Flights by Means of Intellectualization of Control Systems
Implements a complex process of extracting, identifying, and converting video information, which includes six basic steps: 1) obtaining (perceiving) information, or sensing; 2) preconditioning, or preprocessing; 3) segmentation; 4) description; 5) recognition; and 6) interpretation.
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An Initial Framework to Develop a Mobile Five Human Senses Augmented Reality System for Museums
An interdisciplinary field that deals with how computers can gain high-level understanding from digital images or videos.
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Big Data Helps for Non-Pharmacological Disease Control Measures of COVID-19
An automation technology that makes computers to gain high-level understanding from images and videos throughout acquiring, processing, analyzing, and recognizing digital data by transforming visual images into numerical or symbolic information.
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