Bachelorprojekt (Informationsbehandlende systemer)

2018/2019

Modulets indhold, forløb og pædagogik

Formål:
One of the cornerstones in modern engineering is automatic interpretation of measurable signals. As an example consider recycling of glass bottles. When you place a used bottle in a reverse vending machine in your local grocery store, a sensor(here a camera) takes a picture of the bottle and automatically extracts characteristics (known as features) such as dimensions, shape, color etc. These features are then fed to a classification process where they are compared with prototypical features stored in a database. The classifier then makes a decision regarding the type of bottle and whether it is broken or not.

The purpose of this project module is for the students to work with a concrete problem where they first extract relevant features from some input signal, e.g., audio or video, and then classify the input into a number of different categories.

Læringsmål

Viden

  • Must have knowledge about the building blocks in a generic classification system
  • Must be able to understand how a particular classification system e.g. the semester project of the student, relates to similar systems and to the surrounding society

Færdigheder

  • Must be able to analyze a problem and, if possible, suggest a solution that uses relevant theories and methods within the fields of feature extraction and classification
  • Must be able to analyze a system that includes feature extraction and/or classification and identify relevant constraints and assessment criteria. This relates to the technical aspects of the system and (if relevant) the usefulness to society
  • Must be able to synthesize, i.e., design and implement, a system (or parts thereof) using relevant feature extraction and classification theories and methods
  • Must be able to evaluate a classification system (or parts thereof) with respect to the afore mentioned assessment criteria

Kompetencer

  • Must be able to select and extract relevant features and apply these in a new context
  • Must be able to communicate the above knowledge and skills (using terminology of the field), both orally and in a written report

Undervisningsform

Academically supervised student-governed problem oriented project work.

Lectures together with teacher/supervisor guided self-studies and/or mini projects.

Eksamen

Prøver

Prøvens navnBachelorprojekt (Informationsbehandlende systemer)
Prøveform
Mundtlig pba. projekt
ECTS20
Bedømmelsesform7-trins-skala
CensurEkstern prøve
VurderingskriterierSom angivet i Fællesbestemmelser i uddannelser
http:/​/​www.tech.aau.dk/​uddannelse/​Studieadministration/​

Fakta om modulet

Engelsk titelBSc Project (Informatics)
ModulkodeESNEITB6P4
ModultypeProjekt
Varighed1 semester
SemesterForår
ECTS20
UndervisningssprogDansk
TompladsJa
UndervisningsstedCampus Aalborg
Modulansvarlig

Organisation

StudienævnStudienævnet for Elektronik og IT
FakultetDet Tekniske Fakultet for IT og Design