Course - Specialisation in Video Processing - IMT4890
Specialisation in Video Processing
Lessons are not given in the academic year 2016/2017
About
About the course
Course content
We will mainly focus on video analysis for surveillance applications including:
Video indexing, summarization, and retrieval.
Video meta-data extraction and representation.
Audio and video semantic analysis.
Surveillance video analysis for event detection.
Surveillance video coding.
Video processing in the compressed domain.
Multicamera systems and multicamera data fusion and processing.
Objective as well as subjective video quality evaluation techniques.
3D and multi-view video compression.
Of specific interest is multi-camera systems and multi-camera data fusion and processing.
Learning outcome
Having completed the course, the students will
Possess advanced knowledge within the area of media technology, with emphasis on representing, analyzing, compressing and processing video
Possess specialized insight and good understanding of the research frontier in selected parts of video analyses for surveillance applications specifically
Be able to use relevant and suitable methods when carrying out further research and development activities in the area of video analyzes
Be able to critically review relevant literature when solving the assigned problem or topic
Be able to give a presentation and demo about their findings
Learning methods and activities
Nettstøttet læring|Samling(er)/seminar(er)
Utfyllende informasjon:
Lectures by the course instructorGuest lectures by invited expertsStudent presentations on selected topicsE-learning material will be available for this course: PDF of the lectures and student presentations, and audio of the lectures. These E-lectures material will be available on an Fronter. Which will be used also for discussion with the teacher and between the students.
Obligatoriske arbeidskrav:
Oral presentation. Study one topic and present it at one of the lectures or implement an advanced algorithm and report on it.
Further on evaluation
Utfyllende om kontinuasjon:
One re-sit for the Oral re-examination may be offered for valid reasons only, needs to have the presentation/implementation and report accepted to be allowed for the re-sit.
Vurderingsformer:
20- 30 min Oral Exam, individually (counts 60%, evaluated by lecturer) / video conference via skype for distance students may be arranged
Topic Presentation and report (counts 40%, evaluated by lecturer) / Distance students will be required to do implementation work or a topic study and report.
Each part must be individually approved of.
Specific conditions
Admission to a programme of study is required:
Applied Computer Science (MACS)
Recommended previous knowledge
Good knowledge in image and video processing.IMT4302 Coding and compression of media data or similar
Required previous knowledge
IMT4305 Image processing and analysis or equivalent courses
Course materials
Research papers and book chapters from various books. Material will be advertised on the course pages before the start of the course.
Credit reductions
| Course code | Reduction | From |
|---|---|---|
| IMT5281 | 5 sp |
Subject areas
- Computer Science