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Advanced algorithms for compression of video sequences with ultra high resolution
Soukeník, Ondřej ; Kratochvíl, Tomáš (referee) ; Polák, Ladislav (advisor)
This bachelor thesis provides an overview of advanced video codecs and explores their applicability for compression ov videosequences in ultra high resolution (UHD). The thesis is divided into two parts, theoretical and experimental. The theoretical part of the thesis gives an overview of advanced video codecs for video compression. Furthermore, objective metrics used for evaluation of the quality of a compressed video are briefly described. This part of the thesis also contains a detailed description of the created tool, employing a reference implementation of the selected video codecs, for easy compression of video sequences in UHD. This tool is used in the experimental part to compress different video sequences. The compression efficiency of each video codec is evaluated in terms of different objective metrics. Furthermore, the Bjntegaard Delta analysis is employed to obtain infromation about the compression efficiency of the used video codecs.
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Laboratory workplace for virtual reality
Budáč, Adam ; Polák, Ladislav (referee) ; Kufa, Jan (advisor)
This bachelor’s thesis is about creation of laboratory workplace for virtual reality. In theoretical part, it’s analysis of various types of devices for use in VR, description of operation principle of these devices used in VR, analysis of modern coding algorithms suitable for use in VR, suitable use of these codecs for 2D, 3D a 360° multimedia content, options of obtaining and playback of this content, comparing the difference against classical displaying methods and quality measurement of this content using objective metrics at different qualities and compressions. In experimental part, there’s described database creation of video content, coding these video sequencies using objective metrics, creation of laboratory workplace for use with VR, creation and sample elaboration of laboratory task dedicated to virtual reality.
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Comparison of Modern Lossy Image Compression Formats
Kalabza, Marek ; Klíma, Ondřej (referee) ; Bařina, David (advisor)
This thesis compares modern compression methods of digital images on given datasets in terms of quality. First part describes the principle of lossy compression and then compression of JPEG, Lepton, JPEG 2000, JPEG XR, WebP, BPG, HEIF, H.265 intra frame, H.264 intra frame and AV1. Second part focuses on testing, comparison of results and evaluation. It also describes quality metrics (PSNR, PSNR-YUV, SSIM), deals with possible artefacts created during compression and points out the behavior of formats after data corruption. Based on testing and measurement, it was found that the best compression format from the tested lossy image formats is the AV1 format, specifically on the high resolution dataset, the scanned document dataset, and the map dataset.
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Advanced algorithms for compression of video sequences with ultra high resolution
Soukeník, Ondřej ; Kratochvíl, Tomáš (referee) ; Polák, Ladislav (advisor)
This bachelor thesis provides an overview of advanced video codecs and explores their applicability for compression ov videosequences in ultra high resolution (UHD). The thesis is divided into two parts, theoretical and experimental. The theoretical part of the thesis gives an overview of advanced video codecs for video compression. Furthermore, objective metrics used for evaluation of the quality of a compressed video are briefly described. This part of the thesis also contains a detailed description of the created tool, employing a reference implementation of the selected video codecs, for easy compression of video sequences in UHD. This tool is used in the experimental part to compress different video sequences. The compression efficiency of each video codec is evaluated in terms of different objective metrics. Furthermore, the Bjntegaard Delta analysis is employed to obtain infromation about the compression efficiency of the used video codecs.
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Laboratory workplace for virtual reality
Budáč, Adam ; Polák, Ladislav (referee) ; Kufa, Jan (advisor)
This bachelor’s thesis is about creation of laboratory workplace for virtual reality. In theoretical part, it’s analysis of various types of devices for use in VR, description of operation principle of these devices used in VR, analysis of modern coding algorithms suitable for use in VR, suitable use of these codecs for 2D, 3D a 360° multimedia content, options of obtaining and playback of this content, comparing the difference against classical displaying methods and quality measurement of this content using objective metrics at different qualities and compressions. In experimental part, there’s described database creation of video content, coding these video sequencies using objective metrics, creation of laboratory workplace for use with VR, creation and sample elaboration of laboratory task dedicated to virtual reality.
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Comparison of Modern Lossy Image Compression Formats
Kalabza, Marek ; Klíma, Ondřej (referee) ; Bařina, David (advisor)
This thesis compares modern compression methods of digital images on given datasets in terms of quality. First part describes the principle of lossy compression and then compression of JPEG, Lepton, JPEG 2000, JPEG XR, WebP, BPG, HEIF, H.265 intra frame, H.264 intra frame and AV1. Second part focuses on testing, comparison of results and evaluation. It also describes quality metrics (PSNR, PSNR-YUV, SSIM), deals with possible artefacts created during compression and points out the behavior of formats after data corruption. Based on testing and measurement, it was found that the best compression format from the tested lossy image formats is the AV1 format, specifically on the high resolution dataset, the scanned document dataset, and the map dataset.
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