The information system project for the recognition of binary objects on bitmap images
Students Name: Ohirko Bohdan Myronovych
Qualification Level: magister
Speciality: IT Project Management
Institute: Institute of Computer Science and Information Technologies
Mode of Study: full
Academic Year: 2023-2024 н.р.
Language of Defence: ukrainian
Abstract: Relevance of work Today, it is difficult to find a field of science and technology where recognition systems are not used. The field of application of recognition systems is huge. It is possible to recognize everything that can be submitted to the input of the recognition system: sound, image, time series, just abstract data. The global tasks solved with the help of recognition systems are also diverse and depend on the specific field of application. This is quite natural, since pattern recognition is almost the most common task that a person has to meet and solve in everyday life, almost from the first to the last day of his existence, therefore, the development of an automated system for recognizing binary objects on bitmap images is a relevant task today. Recognition of images (objects, signals, situations, phenomena or processes) is the task of identifying an object or determining any of its properties based on its image (optical recognition) or audio recording (acoustic recognition) or other characteristics. An image is a classification grouping in the classification system that combines (selects) a certain group of objects by some feature. In the classic setting, the task of recognition is universal. Each reflection of any object on the perceiving organ of the recognition system, regardless of its position in relation to these organs, is usually called an image of the object, and many such images, united by common properties, are images. Examples of pattern recognition tasks: ? recognition of letters; ? barcode recognition; ? recognition of car numbers; ? recognition of persons and other biometric data; ? speech recognition, etc. The practice of implementing systems using project management is particularly relevant and popular today. This makes it possible to add additional knowledge, skills, methods and design tools to the project works to meet or exceed the needs and desires of interested parties. Thanks to the project implementation, the application of effective methods of product development, application of experience and world practices is real. The purpose of the master’s thesis is to develop a project of a system intended for the recognition of binary objects on raster images, and a software product corresponding to this system. To achieve the goal, you need to complete the following tasks: ? analysis of literary sources in the field of project management and the subject area of the designed system (analysis of existing systems and methods of image recognition, analysis of management methods); ? system analysis of the subject area in order to determine the functions of the system, the requirements for the designed system and the design direction and methodology; ? making decisions regarding project implementation, risk management; ? selection of software solutions for system implementation; ? determination of project closing stages. The object of research is the process of developing a system project. The subject of the study is the process of developing a project for the recognition of binary objects on bitmap images. Research tools: 1. methods of project development and management of their implementation; 2. system analysis; 3. conceptual modeling; 4. methodology of object-oriented programming. The project of the system will make it possible to effectively implement the process of developing a recognition system and will be a practical example for future application in similar tasks. The designed system will allow to automate the recognition process, will make it possible to recognize binary objects on bitmap images with invariance of scaling, rotation and transfer of the recognized image. The system will allow recognition of objects based on the user’s standard, will ensure the implementation of high-quality pre-processing of images in order to improve the efficiency and result of recognition. The structure of the work generally includes an introduction, a conclusion, five chapters, and a list of used sources. In the first chapter, an analysis of literary sources in the field of project management and in the subject area of image recognition was carried out. In the second section, a system analysis of the subject area was carried out and the main functions of the designed binary object recognition system on bitmap images were determined. In the third section, the requirements for the designed system and the planning process are considered in detail. The fourth section reflects the process of project implementation and the process of implementation of project solutions. The fifth chapter reveals the processes of closing the project and analyzing the results.