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3D reconstruction from multiple views
Sládeček, Martin ; Klečka, Jan (referee) ; Richter, Miloslav (advisor)
This thesis deals with the task of three-dimensional scene reconstruction using image data obtained from multiple views. It is assumed that intrinsic parameters of the utilized cameras are known. The theoretical chapters describe the basic priciples of individual reconstruction steps. Variuous possible implementaions of data model suitable for this task are also described. The practical part also includes a comparison of false keypoint correspondence filtering, implementation of polar stereo rectification and comparison of disparity map calculation methods that are bundled with the OpenCV library. In the final portion of the thesis, examples of reconstructed 3D models are presented and discussed.
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Authentication with RFID tags
Klečka, Jan ; Dzurenda, Petr (referee) ; Malina, Lukáš (advisor)
The bachaleror thesis deals with issue of RFID elements and authentication systems used by elements of RFID and chip cards. The basic differences between active and passive RIFD tags are decsribed. The thesis describes basic attacks which can threat communication between reader and RFID device in wireless comunication. In the thessis is included measuring of passive RFID tags. Results of the measurement are presented by tables and graphs. Main goal of this thesis aims at the implementation of the authentication protocol which is mainly for processor cards. Because of the processor we can use cryptography where is neccessary computing power. We can ensure secure data transfer and authentication. The thesis describes 2 schemes of one authentication protocol, which were modificated for BasicCard Enviroment. In the first scheme client(card) authenticate to the terminal using secure AES 256 bit data transfer and verifier is the terminal side. Data which needs to be exchanged is secured by AES 256 bit. In the second scheme the card side is a verifier and the card generates such data to verify that the other party is able to authenticate.
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Comparison Of Different Approaches To
Adaptation Of Unscented Kalman Filter
For Non-Odometry Slam
Klečka, Jan
This paper is aimed at utilizing of an Unscented Kalman filter (UKF) for application on non-odometry SLAM problem. Non-odometry SLAM problem lacks state transitions function for part of state vector so theoretical part of the paper describes the derivation of three proposed modifications. The experimental part then shows experiments which evaluate modifications performance in reference to Extended Kalman filter. Experiments are based on simulation of monocular photogrammetry reconstruction problem.
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Continuous Realization of Monocular Structure from Motion
Klečka, Jan
This paper describes a concept and practical aspects of a realization of an algorithm used for 3D scene reconstruction from multiple views captured by single moving camera. Position and orientation of the camera are a priory unknown and are calculated on-the-fly from tracked point correspondences.
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High data rate image processing using CUDA/OpenCL
Sedláček, Filip ; Klečka, Jan (referee) ; Honec, Peter (advisor)
The main objective of this research is to propose optimization of the defect detection algorithm in the production of nonwoven textile. The algorithm was developed by CAMEA spol. s.r.o. As a consequence of upgrading the current camera system to a more powerful one, it will be necessary to optimize the current algorithm and choose the hardware with the appropriate architecture on which the calculations will be performed. This work will describe a usefull programming techniques of CUDA software architecture and OpenCL framework in details. Using these tools, we proposed to implement a parallel equivalent of the current algorithm, describe various optimization methods, and we designed a GUI to test these methods.
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Organization of public administration in the Capital City of Prague
Klečka, Jan ; Vedral, Josef (advisor) ; Svoboda, Petr (referee)
of the thesis "Organisation of public administration in the City of Prague" This thesis focuses on complex issue of organisation of public administration in the City of Prague. The reason, which led author to choose this topic, is that there are only few jurists, who dedicate more that several words to this subject in their studies or articles. Therefore this subject matter isn't as explored as for example organisation of public administration in villages or counties in Czech Republic. Aim of this thesis is to go through several sources of information from legislation, judgements and jurisprudence and provide a complex view on current legislation, which regulates organisation of public administration in the City of Prague. Author also tries to add his opinions on some sources. At first we find some theoretical introduction to the topic and brief summary of historical development of the Prague. These facts are used in following chapters. Main part of the thesis is in Chapter Five and Chapter Six. Chapter Five includes description of legislation, which concerned this issue since 1850. This year was not selected casually. It's year of inception of self-government in the Prague. Chapter Six describes activities of administrative bodies, which operate in the City of Prague and its boroughs. Author...
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Vehicle classification using inductive loops sensors
Halachkin, Aliaksei ; Klečka, Jan (referee) ; Honec, Peter (advisor)
This project is dedicated to the problem of vehicle classification using inductive loop sensors. We created the dataset that contains more than 11000 labeled inductive loop signatures collected at different times and from different parts of the world. Multiple classification methods and their optimizations were employed to the vehicle classification. Final model that combines K-nearest neighbors and logistic regression achieves 94\% accuracy on classification scheme with 9 classes. The vehicle classifier was implemented in C++.
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Calculating disparity map from color stereo images
Kulíková, Barbora ; Nováček, Petr (referee) ; Klečka, Jan (advisor)
This bachelor’s thesis deals with a creation of the depth maps. The first chapter concerns with the physiology of a human space perception and the methods of displaying the 3D content which are the topics closely related to the depth map, its creation and practical usage. Subsequently, there is a chapter focused on the description of the used methods of the image processing. The fundamental theoretical chapter deals with the methods of computing the disparity and used principles. In the practical part of the thesis an application has been made with a user interface in the Matlab environment. The application enables the user to create the disparity maps through the local and global methods. The functionalism of the application and the implementation of the methods are experimentaly verified. An experiment comparing the methods and analyzing influence of the local method parameters on the quality of the depth map has been made. The last part of the thesis was to create a simple stereopicture database.
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Automatic calculation of relative orientation of two cameras
Adámek, Daniel ; Nováček, Petr (referee) ; Klečka, Jan (advisor)
To determine a relative orientation of two cameras, it is necessary to understand wide range of fields. Therefore, this thesis showes principles of basic methods of detection and description of keypoints in an image as well as methods of matching these keypoints. The paper also provides brief summary of epipolar geometry and linear triangulation. C++ implementation of presented theory was proposed and its disadvantages were discussed.
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