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New methods for super-resolution imaging
Kučera, Ondřej ; Rajmic, Pavel (referee) ; Špiřík, Jan (advisor)
This master's thesis deals with methods of increasing the image resolution. It contens as a description of theoretical principles and description of calculations which are wellknown nowdays and are usually used for increasing image resolution both description of new methods which are used in this area of image procesing. It also contens a method which I suggested myself. There is also a description of methods for an evaluation of image similarity and a comparation of results from methods which are described in this thesis. This thesis includes implementations of selected methods in programming language MATLAB. It was created an application, which realizes some methods of increasing image and evaluate their results relation to the original image using PSNR and SSIM index.
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Acceleration of Image Processing in GP-GPU Using OpenCl
Grim, Pavel ; Polok, Lukáš (referee) ; Zemčík, Pavel (advisor)
This work studies the possibility of obtaining the highest quality image from a video that contains a constant shot on one thing and proposes and creates a program that processes a video in this way. This work provides a description of several methods for improving the quality of images and algorithms on which some of these methods depend. The work also focuses on the usage of OpenCL standard. In this work there is a proposed and described program that processes the video and creates from it one better quality picture. At the end of this work there are outlined some possible continuations of this work.
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Acceleration of Image Processing in GP-GPU Using OpenCl
Grim, Pavel ; Polok, Lukáš (referee) ; Zemčík, Pavel (advisor)
This work studies the possibility of obtaining the highest quality image from a video that contains a constant shot on one thing and proposes and creates a program that processes a video in this way. This work provides a description of several methods for improving the quality of images and algorithms on which some of these methods depend. The work also focuses on the usage of OpenCL standard. In this work there is a proposed and described program that processes the video and creates from it one better quality picture. At the end of this work there are outlined some possible continuations of this work.
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New methods for super-resolution imaging
Kučera, Ondřej ; Rajmic, Pavel (referee) ; Špiřík, Jan (advisor)
This master's thesis deals with methods of increasing the image resolution. It contens as a description of theoretical principles and description of calculations which are wellknown nowdays and are usually used for increasing image resolution both description of new methods which are used in this area of image procesing. It also contens a method which I suggested myself. There is also a description of methods for an evaluation of image similarity and a comparation of results from methods which are described in this thesis. This thesis includes implementations of selected methods in programming language MATLAB. It was created an application, which realizes some methods of increasing image and evaluate their results relation to the original image using PSNR and SSIM index.
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