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IMAGE PROCESSING TECHNIQUES IN COMPUTER VISION

2023
Computer Vision is an interdisciplinary field that lies at the intersection of computer science, engineering, and cognitive neuroscience. Its primary goal is to endow machines with the ability to perceive and comprehend visual information, replicating human-like visual understanding.
G. Uday Kiran   +4 more
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Classical image processing vs. computer vision techniques in automated computer-assisted detection of follicles in ultrasound images of ovary [PDF]

open access: possible6th International Conference on Image Processing and its Applications, 1997
A complete understanding of follicle dynamics inside ovary is crucial for the field of genetic engineering. Monitoring follicles over entire cycle is especially important in human reproduction. In Gore et al. (see Human Reproduction, no.10, p.2313-19, 1995) is stated that the outcome of a pregnancy is dependent upon the quality of the embryo.
Potočnik, Božidar   +2 more
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Real-Time Image Processing and Computer Vision Techniques in Mechatronic Systems

Mathematical Statistician and Engineering Applications, 2021
Real-time image processing and computer vision techniques have become increasingly important in the field of mechatronic systems. Mechatronic systems integrate mechanical, electrical, and computer engineering to create advanced systems with enhanced functionality and performance.
openaire   +1 more source

Cutting Edge Techniques of Adaptive Machine Learning for Image Processing and Computer Vision

2022
Computers, systems, applications, and technology, in general, are becoming more commonly used, advanced, scalable, and thus effective in modern times. Because of its widespread use, it undergoes various advancements on a regular basis. A fastpaced life is also associated with modern times. This way of life necessitates that our systems behave similarly.
P. Sasikumar, T. Saravanan
openaire   +1 more source

Computer vision: An in-depth look at the technique and applications of digital image processing

IEEE Potentials, 1986
Digital image processing involves the manipulation and analysis of images or pictures using digital computers. The field of image processing can be divided into three main areas. The first, sometimes referred to as image coding, deals with the digitization and compression of image data so as to make efficient use of memory space during storage and ...
M. Scott Corson, Randy H. Moss
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Low-level computer vision techniques for processing of extensive air shower track images

2017 IEEE 14th International Scientific Conference on Informatics, 2017
An extensive air shower can be observed as a bright spot moving through the field of view of an orbital fluorescence detector. A challenging part of the air shower recognition is segmentation of its track. The issues arise from a low signal to noise ratio.
Michal Vrabel, Jan Genci, Pavol Bobik
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Deep Learning for Computer Vision: Innovations in Image Recognition and Processing Techniques

CyberSystem Journal
Deep learning is a key area of research in the field of computer vision, image processing and bioinformatics. The techniques of deep learning generally are divided into three categories namely Convolutional Neural Networks (CNN), Restricted Boltzmann Machines (RBM), Stacked RBM and HOG (Histograms of oriented Gradient) feature extraction, Convolutional
Akeel Mahmoud, Sahar Ahmed
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Monitoring and remote sensing of the street lighting system using computer vision and image processing techniques for the purpose of mechanized blackouts (development phase)

22nd International Conference and Exhibition on Electricity Distribution (CIRED 2013), 2013
Street lighting system as one of the foremost facilities used in the cities plays a pivotal role in reducing nocturnal car accidents and enhancing individual and social security. Therefore, one of the main priorities in Electrical Distribution Companies is the timely repair and maintenance of the street lightening which should be regularly checked. The
P.N. Zanjani, M. Bahadori, M. Hashemi
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Digital Transformation of Visual Inspection Workflow Through Application of Computer Vision and Image Processing Techniques

IPTC Summit on AI for the Energy Industry
Abstract The oil and gas industry relies heavily on visual inspection methods, which are non-destructive techniques that assess materials, components, or products to determine their current operational condition and develop appropriate maintenance schedules.
Aaradhy Sirothia   +2 more
openaire   +1 more source

AI in Computer Vision: Image Processing, Object Detection, and Recognition Techniques

In the rapidly evolving field of multi-modal data integration, harnessing diverse data sources has become pivotal for advancing applications across various domains. This chapter delves into cutting-edge techniques and methodologies for integrating multi-modal data, with a focus on image processing, object detection, and recognition. Emphasis was placed
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