On matrix modification of clarans clustering method in large video surveillance databases
Clustering algorithms for very large database used in image processing and video. Search for groups (classes, clusters, segments) of the objects surveyed in the analyzed information arrays. Multidimensional vectors forming a traditional data table.
Подобные документы
Analyze, manage and present spatial or geographic data and provide a technological process for their collection, storage, processing, visualization, exchange, distribution and practical use. Stages of development of geographic information systems.
статья, добавлен 11.03.2019- 52. Improving the efficiency of the solution of linear programming tasks applying the CUDA-technology
Methods for improving the efficiency of the solution of large dimensional linear programming tasks based on application of parallel data processing technology – CUDA. The specific features and algorithmic peculiarities of implementing of the program.
статья, добавлен 26.09.2016 The weather forecast from a scientific point of view as one of the most complex problems of atmospheric physics. General characteristics of the big data forecasting system using the similarity method. Features of using big data for digitization.
дипломная работа, добавлен 13.07.2020The concept of image segmentation as one of the topics of computer vision. The features of the process of dividing the image into segments that contain pixels of similar color. The implementation of the algorithm based on Kruskal's algorithm in C++.
статья, добавлен 23.02.2016- 55. База данных
Понятие и признаки базы данных, характеристика ее структуры, классификации и отличий от СУБД. Необходимость специальных решений для дисковой подсистемы и версий операционной среды. Анализ исследований в области хранения и обработки Very Large Database.
реферат, добавлен 22.04.2011 The article considers classification of decision support systems by the way of interaction with the user, by the method of support, by the level of data processed by the system. Types of DSS architecture are presented. Intelligent DSS are analyzed.
статья, добавлен 14.02.2022The possibility using systems operational analysis in the organization and management of research and innovation projects in enterprises and Universities. The organizing principle of the multidimensional cube. Data Mining using mathematical apparatus.
статья, добавлен 06.05.2018Assessment of fire threat in Ukraine. Creation of an information database of classes of fire protection of buildings and premises. Prediction of the spread of fire in time and space. Modeling the behavior and movement of people in an emergency situation.
статья, добавлен 22.12.2016- 59. Study of two 3D face representation algorithms using range image and curvature-based representations
The analysis of algorithms for image representation to recognition of 3D face scans with the presence of facial expressions. The input point cloud based on curvature analysis and range image representation to achieve a representation of the face features.
статья, добавлен 23.06.2016 Excel program and its help in working with medical data. Adapting to the needs of a medical trainee creating and using a clinical trial database. Beginning of the medical examination. Create your draft of a spreadsheet in Excel. Freezing Window Panes.
статья, добавлен 28.11.2020- 61. Memory Basics
Memory Definitions. Memory Block Diagram. Memory Organization Example. Basic Memory Operations. Timing of signal changes and data observation. RAM Integrated Circuits. Cell Arrays and Coincident Selection. Storage of information on different capacitors.
презентация, добавлен 03.06.2012 Функциональные подсистемы, входящие в состав Borland Database Engine (BDE). Псевдонимы баз данных и настройка ВDЕ. Окно утилиты BDE Administrator с открытыми страницами Databases и Configuration. Свойства и методы класса TDBDataSet и компонента TQuery.
лекция, добавлен 14.03.2014Development of new ways to ensure the security of data transmission through telecommunication networks. Hardware protection of information from unauthorized access. Organization of hidden channels of common use. The method of authentication of images.
статья, добавлен 29.11.2016Analysis of the prospects for using artificial intelligence technologies in the field of photo processing. Research of modern technologies and AI methods that are used in processing photo materials. Review of areas of AI use in image processing.
статья, добавлен 08.06.2024The methods of image segmentation, a process of division of an image into different segments which contain pixels of similar color, are considered. Graph-based segmentation algorithm, which is based on Kruskal’s algorithm is implemented in C++ language.
статья, добавлен 23.02.2016Features a combination of different approaches to work with sets of objects, their classes to the design and development of artificial intelligence systems to analyze information using object-oriented programming. Determining properties of object class.
статья, добавлен 28.02.2016Robots and controllers: interfaces, operating system. Binary, analog, position sensor. Kinematics, driving program. Balancing robots: simulation, double inverted pendulum. Micro mouse contest. Maze exploration algorithms. Real-time image processing.
учебное пособие, добавлен 25.11.2013Use of search engines and electronic resources examples. A program of a searches of documents for specified keywords. Developing a Search Strategy. Electronic library resources. Types of scholarly databases. Reasons of the use different e- resources.
презентация, добавлен 11.10.2017The prerequisites for the emergence and formation of areas of computer science that explores the possibilities of electronic encryption devices using large-scale integrated computer circuits. The structure of cryptographic techniques to explore data.
книга, добавлен 08.03.2014Procedures for collecting information. The difference between qualitative and quantitative information. Technical characteristics of reliability and validity. Reduction or averaging of non-systematic fluctuations in appraisers, objects and tools.
статья, добавлен 23.09.2018- 71. Algorithms of selection of essential features of signals, which are invariant to move and rotation
Development of the mathematical model of invariant image processing in the visual system. The principles of constructing a functional that reaches a maximum when the values of the transformations are equal to the hidden transformations of the signal.
статья, добавлен 22.12.2016 Analysis of the influence of information processes on the development of the state. The use of computer technology in the banking sector. Development of an automated terminal monitoring system and a database management system. Thin client functions.
статья, добавлен 26.01.2021- 73. Improving the efficiency of the solution of linear programming tasks applying the CUDA-technology
Proposing to use complex methods to improve the efficiency of solving linear programming problems using large-scale classical approaches and technologies parallel processing CUDA. Specificity of program and algorithmic features use of the technology.
статья, добавлен 26.09.2016 Motivation from Genetic and Evolutionary Computation. Factorization of the Search Distribution. The Convex and Concave Lagrangian. FDA Factorizations and Region Graphs. Probabilistic Optimization and Linkage Learning. Learning Bayesian Networks from Data.
учебное пособие, добавлен 25.11.2013The comparative analysis of multiple commonly used approaches of the analysis of system logs, and streaming data massively generated by company IT infrastructure with an unattended anomaly detection feature. Hierarchical temporary memory algorithms.
статья, добавлен 18.09.2020