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Signal Processing (e) |
Syventävät opinnot
Moncef Gabbouj
Signal processing studies processing and interpretation of signals in digital form. As such, it constitutes the core of nearly all information processing systems used for instance in telecommunications, multimedia, biomedical engineering and other fields. Advanced studies in signal processing provide knowledge of basic signal processing algorithms that can be used in many fields, such as speech and audio (e.g., mobile communications), image and video (for computer vision and multimedia systems). Advanced study modules can be selected from the following three main fields: Image and Video Signal Processing, Signal Processing Methods, and Speech and Audio.
Advanced studies in signal processing teach the student the ability to understand, develop and improve the core algorithms used in many information processing systems. Those graduated from Signal processing have had good employment opportunities, and are working both within research institutes and in the industry.
- The goal of the module is to deepen the theoretical and practical skills of the student to analyze signals and to design signal processing methods and systems especially to one of the major application areas of signal processing.
- The second goal is to train the student to the independent selection of optimal signal processing methods when he/she is confronted with a new kind of signal processing problem.
- The third goal is to prepare the student for co-operation with the hardware and software designers of signal processing systems.
| Tutkinto |
| Tietotekniikan koulutusohjelma - International Master's Degree in Information Technology - Diplomi-insinöörin tutkinto |
The following courses are also recommended as prerequisites: KIE-3426 Thesis Writing in English, 4 cr and KIE-3376 Technical Writing in English, 3 cr.
| Opintokokonaisuus | Opintopisteet |
| Information Technology | 25 op |
Also notice the compulsory courses of the focus areas. Students writing their Master's thesis in Signal Processing must complete the courses SGN-1986 Signal Processing Thesis Seminar, 1 cr and SGN-1996 Signal Processing Thesis Seminar Presentation, 0 cr.
| Opintojakso | Opintopisteet |
| SGN-1656 Signal Processing Laboratory | 5 op |
| Yhteensä | 5 op |
The goal of this focus area is to give a general view of modern image and video processing algorithms and applications. This module offers students opportunities for innovative development of both applications and theory for different industrial and academic tasks.
| Opintojakso | Opintopisteet |
| SGN-2706 Nonlinear Signal Processing | 5 op |
| SGN-3056 Digital Image Processing II | 5 op |
| SGN-3106 Digital Video Processing | 4 op |
| SGN-3156 Video Compression | 4 op |
| Yhteensä | 18 op |
The goal of this focus area is to provide a wide knowledge of different modern signal processing methods and an ability to apply the knowledge to the design and implementation of various signal processing applications.
| Opintojakso | Opintopisteet |
| SGN-2056 Digital Linear Filtering II | 4 op |
| SGN-2106 Multirate Signal Processing | 6 op |
| SGN-2206 Adaptive Signal Processing | 5 op |
| SGN-2306 Signal Compression | 5 op |
| Yhteensä | 20 op |
This focus area provides the student with a wide knowledge of methods to process speech and audio signals and their most important applications such as speech recognition and speech and audio coding. The student is able to apply, design and implement these various methods in relevant applications, including mobile communication terminals.
| Opintojakso | Opintopisteet |
| SGN-2106 Multirate Signal Processing | 6 op |
| SGN-2206 Adaptive Signal Processing | 5 op |
| SGN-4050 Puheen koodaus | 5 op |
| SGN-4106 Speech Recognition | 5 op |
| SGN-4200 Digitaalinen audio | 5 op |
| Yhteensä | 26 op |
A minimum number of 30 credits for the advanced study module shall be completed with studies selected freely from the list below. Please notice that some of the listed courses are common with the Finnish curriculum and they are not given in the international programme. Special arrangements to pass these courses can be requested from the responsible teachers.
Listasta täydennetään opintokokonaisuuden laajuuteen
In the Signal Processing Methods and Speech and Audio focus areas, either SGN-2206 Adaptive Signal Processing or SGN-2106 Multirate Signal Processing must be taken. These courses are lectured alternately every other year.
The student can complete only one of the three advanced study modules in Signal Processing.
| Viimeksi muokattu | 21.09.2006 |
| Muokkaaja | Antti Niemistö |