Machine vision applications and development aspects

Fernandes, A.O.; Moreira, Luiz F. E.; Mata, José M.

doi:10.1109/icca.2011.6138014

Cited by 29 publications

(13 citation statements)

References 1 publication

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“…An artificial vision system can be defined as a set of elements that are designed to capture, process, store and transmit information collected in frames [5]. There are many different types, depending on their configuration, purposes or capabilities.…”

Section: Video Surveillance System: Definitionmentioning

confidence: 99%

Intelligent Video Surveillance Systems for Vehicle Identification Based on Multinet Architecture

2022

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Security cameras have been proven to be particularly useful in preventing and combating crime through identification tasks. Here, two areas can be mainly distinguished: person and vehicle identification. Automatic license plate readers are the most widely used tool for vehicle identification. Although these systems are very effective, they are not reliable enough in certain circumstances. For example, due to traffic jams, vehicle position or weather conditions, the sensors cannot capture an image of the entire license plate. However, there is still a lot of additional information in the image which may also be of interest, and that needs to be analysed quickly and accurately. The correct use of the processing mechanisms can significantly reduce analysis time, increasing the efficiency of video cameras significantly. To solve this problem, we have designed a solution based on two technologies: license plate recognition and vehicle re-identification. For its development and testing, we have also created several datasets recreating a real environment. In addition, during this article, it is also possible to read about some of the main artificial intelligence techniques for these technologies, as they have served as the starting point for this research.

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Section: Video Surveillance System: Definitionmentioning

confidence: 99%

Intelligent Video Surveillance Systems for Vehicle Identification Based on Multinet Architecture

2022

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“…videos to understand the real environment, so that the machine has the ability to replace humans to complete various tasks. In industrial applications, this process is also called machine vision [2].…”

Section: Introductionmentioning

confidence: 99%

Visual Perception Enabled Industry Intelligence: State of the Art, Challenges and Prospects

Yang

Wang

Jiang

et al. 2021

IEEE Trans. Ind. Inf.

195

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Visual perception refers to the process of organizing, identifying and interpreting visual information in environmental awareness and understanding. With the rapid progress of multimedia acquisition technology, research on visual perception has been a hot topic in the academical field and industrial applications. Especially after the introduction of artificial intelligence theory, intelligent visual perception has been widely used to promote the development of industrial production towards intelligence. In this paper, we review the previous research and application of visual perception in different industrial fields such as product surface defect detection, intelligent agricultural production, intelligent driving, image synthesis and event reconstruction. The applications basically cover most of the intelligent visual perception processing technologies. Through this survey, it will provide a comprehensive reference for research on this direction. Finally, this paper also summarizes the current challenges of visual perception and predicts its future development trends.

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“…Emerging applications demand that industrial robots not only be faster, but also be able to accurately identify and find parts that are randomly placed on moving conveyors, stacked in containers, or on pallets [14]- [16]. Machine vision systems, which have been around for decades, are now being used in conjunction with robotics to aid automation systems in the processing of such components [17], [18].…”

Section: Introductionmentioning

confidence: 99%

A Comparative Review of Hand-Eye Calibration Techniques for Vision Guided Robots

et al. 2021

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Machine vision applications and development aspects

Cited by 29 publications

References 1 publication

Intelligent Video Surveillance Systems for Vehicle Identification Based on Multinet Architecture

Intelligent Video Surveillance Systems for Vehicle Identification Based on Multinet Architecture

Visual Perception Enabled Industry Intelligence: State of the Art, Challenges and Prospects

A Comparative Review of Hand-Eye Calibration Techniques for Vision Guided Robots

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