Gurantor department | Department of Computer Science | Credits | 4 |

Subject guarantor | doc. Ing. Jan Platoš, Ph.D. | Subject version guarantor | doc. Ing. Jan Platoš, Ph.D. |

Study level | undergraduate or graduate | ||

Study language | Czech | ||

Year of introduction | 2015/2016 | Year of cancellation | |

Intended for the faculties | FEI | Intended for study types | Follow-up Master |

Instruction secured by | |||
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Login | Name | Tuitor | Teacher giving lectures |

PLA06 | doc. Ing. Jan Platoš, Ph.D. |

Extent of instruction for forms of study | ||
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Form of study | Way of compl. | Extent |

Full-time | Graded credit | 2+2 |

Combined | Graded credit | 10+0 |

The goal of this course is to introduce the problematics of the signal processing and data compression. The students will be able to analyze any signal from the statistical and probability point of view. Moreover, the student will be able to choose the proper compression algorithm that is most efficient. The methods will be explained from theoretical as well as from a practical point of view.

Lectures

Tutorials

This course is focused on basic and advanced methods for signal analysis and data compression. Lectures will be focused on the theoretical description of the algorithms such as Markov models, Entropy, Statistical models, Fourier and Wavelet transforms, and all aspects of the data compression methods. The Exercises will enable the student to experimentally test described methods on the artificial as well as the real-world data. The task will guide students through the application of the algorithms and allow them to understand all topics discussed in this course.

Robert M. Gray and Lee Davisson;An Introduction to Statistical Signal Processing , Cambridge University Press, 2004
David Salomon and Giovanni Motta; Handbook of Data Compression, 5th Edition, Springer (Nov 2009). ISBN 978-1-84882-902-2

Robert M. Gray and Lee Davisson;An Introduction to Statistical Signal Processing, Cambridge University Press, 2004
David Salomon and Giovanni Motta; Handbook of Data Compression, 5th Edition, Springer (Nov 2009). ISBN 978-1-84882-902-2

Students' knowledge is verified through the implementation of scored tasks in exercises, elaboration of an individual work with the topic of compression

Additional requirements are not placed on the student.

Subject has no prerequisities.

Subject has no co-requisities.

Lectures:
1. Theory of Information
2. Theory of Probability
3. Markov models in Data Compression
4. Statistical methods of Compression
5. Dictionary methods of Compression
6. Transformations for Data Compression
7. Vector Quantization
8. Efficient data Structures for Data Compression
9. Similarity using Data Compression
10. Application of Data Compression algorithms
Exercise:
Follows the lecture content.

Task name | Type of task | Max. number of points
(act. for subtasks) | Min. number of points |
---|---|---|---|

Graded credit | Graded credit | 100 | 51 |

Show history

Task name | Type of task | Max. number of points
(act. for subtasks) | Min. number of points |
---|---|---|---|

Graded credit | Graded credit | 100 | 51 |

Show history

Academic year | Programme | Field of study | Spec. | Form | Study language | Tut. centre | Year | W | S | Type of duty | |
---|---|---|---|---|---|---|---|---|---|---|---|

2019/2020 | (N2647) Information and Communication Technology | (1103T031) Computational Mathematics | P | Czech | Ostrava | 2 | Optional | study plan | |||

2019/2020 | (N2647) Information and Communication Technology | (2612T025) Computer Science and Technology | P | Czech | Ostrava | 2 | Optional | study plan | |||

2019/2020 | (N2647) Information and Communication Technology | (2612T059) Mobile Technology | P | Czech | Ostrava | 1 | Optional | study plan | |||

2019/2020 | (N2647) Information and Communication Technology | (1103T031) Computational Mathematics | K | Czech | Ostrava | 2 | Optional | study plan | |||

2019/2020 | (N2647) Information and Communication Technology | (2612T025) Computer Science and Technology | K | Czech | Ostrava | 2 | Optional | study plan | |||

2019/2020 | (N2647) Information and Communication Technology | (2612T059) Mobile Technology | K | Czech | Ostrava | 1 | Optional | study plan | |||

2018/2019 | (N2647) Information and Communication Technology | (1103T031) Computational Mathematics | P | Czech | Ostrava | 2 | Optional | study plan | |||

2018/2019 | (N2647) Information and Communication Technology | (2612T025) Computer Science and Technology | P | Czech | Ostrava | 2 | Optional | study plan | |||

2018/2019 | (N2647) Information and Communication Technology | (2612T059) Mobile Technology | P | Czech | Ostrava | 1 | Optional | study plan | |||

2018/2019 | (N2647) Information and Communication Technology | (1103T031) Computational Mathematics | K | Czech | Ostrava | 2 | Optional | study plan | |||

2018/2019 | (N2647) Information and Communication Technology | (2612T025) Computer Science and Technology | K | Czech | Ostrava | 2 | Optional | study plan | |||

2018/2019 | (N2647) Information and Communication Technology | (2612T059) Mobile Technology | K | Czech | Ostrava | 1 | Optional | study plan | |||

2017/2018 | (N2647) Information and Communication Technology | (1103T031) Computational Mathematics | P | Czech | Ostrava | 2 | Optional | study plan | |||

2017/2018 | (N2647) Information and Communication Technology | (1103T031) Computational Mathematics | K | Czech | Ostrava | 2 | Optional | study plan | |||

2017/2018 | (N2647) Information and Communication Technology | (2612T025) Computer Science and Technology | P | Czech | Ostrava | 2 | Optional | study plan | |||

2017/2018 | (N2647) Information and Communication Technology | (2612T025) Computer Science and Technology | K | Czech | Ostrava | 2 | Optional | study plan | |||

2017/2018 | (N2647) Information and Communication Technology | (2612T059) Mobile Technology | P | Czech | Ostrava | 1 | Optional | study plan | |||

2017/2018 | (N2647) Information and Communication Technology | (2612T059) Mobile Technology | K | Czech | Ostrava | 1 | Optional | study plan | |||

2016/2017 | (N2647) Information and Communication Technology | (1103T031) Computational Mathematics | P | Czech | Ostrava | 2 | Optional | study plan | |||

2016/2017 | (N2647) Information and Communication Technology | (1103T031) Computational Mathematics | K | Czech | Ostrava | 2 | Optional | study plan | |||

2016/2017 | (N2647) Information and Communication Technology | (2612T025) Computer Science and Technology | P | Czech | Ostrava | 2 | Optional | study plan | |||

2016/2017 | (N2647) Information and Communication Technology | (2612T025) Computer Science and Technology | K | Czech | Ostrava | 2 | Optional | study plan | |||

2016/2017 | (N2647) Information and Communication Technology | (2612T059) Mobile Technology | P | Czech | Ostrava | 1 | Optional | study plan | |||

2016/2017 | (N2647) Information and Communication Technology | (2612T059) Mobile Technology | K | Czech | Ostrava | 1 | Optional | study plan | |||

2015/2016 | (N2647) Information and Communication Technology | (1103T031) Computational Mathematics | P | Czech | Ostrava | 2 | Optional | study plan | |||

2015/2016 | (N2647) Information and Communication Technology | (2612T059) Mobile Technology | P | Czech | Ostrava | 1 | Optional | study plan | |||

2015/2016 | (N2647) Information and Communication Technology | (1103T031) Computational Mathematics | K | Czech | Ostrava | 2 | Optional | study plan | |||

2015/2016 | (N2647) Information and Communication Technology | (2612T059) Mobile Technology | K | Czech | Ostrava | 1 | Optional | study plan | |||

2015/2016 | (N2647) Information and Communication Technology | (2612T025) Computer Science and Technology | P | Czech | Ostrava | 2 | Optional | study plan | |||

2015/2016 | (N2647) Information and Communication Technology | (2612T025) Computer Science and Technology | K | Czech | Ostrava | 2 | Optional | study plan |

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