ECE4076 Computer vision
Faculty of Engineering
ECE4076 Computer vision is a level 4, 6-credit-point, undergraduate unit from the Faculty of Engineering, offered in 2020 in Semester 1 at Malaysia. It needs ENG2005, ECE2071 and (ECE2111, TRC3500 or ECE2011).
- Credit points
- 6
- Offered in 2020
- Semester 1
- Malaysia
This is the 2020 handbook entry. See the 2027 entry.
Reviews
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Requisites
Before ECE4076
After ECE4076
No unit lists ECE4076 as a prerequisite in the 2020 handbook.
Enrolment rules
Prohibition: ECE4711, ECE4712, ECE5076, ECE5711, ECE5712
Prerequisite: Or ENG2092 and TRC2400 and FIT1002
Overview
This unit aims to develop an understanding of methods for extracting useful information (eg 3-D structure; object size, motion, shape, location and identity, etc) from images. It will allow you to understand how to construct computer vision systems for robotics, surveillance, medical imaging, and related application areas.
Offerings in 2020
| Teaching period | Campus | Mode |
|---|---|---|
| First semester | Malaysia | On campus |
Learning outcomes
When you finish this unit, you should be able to:
- 1
Describe camera models.
- 2
Describe the elements of the human visual system and perception.
- 3
Apply geometry and photometry to image analysis.
- 4
Generate implementations for low level vision processes such as linear filtering, edge detection, texture, multi view geometry, stereopsis, structure from motion and optical flow and mid-level vision processes, such as segmentation and clustering, model fitting and tracking.
- 5
Design high-level vision processes such as model-based vision, surfaces and outlines, graphs, range data, templates and classifiers and learning methods.
- 6
Generate code to complete computer vision programming exercises in programming languages such as C and MatLab.
Workload and teaching
2 hours lectures, 4 hours laboratory and practice classes and 6 hours of private study per week
Where it fits
ECE4076 is part of 4 areas of study in the 2020 handbook.
- ECSYSENG01Core electivesElectrical and computer systems engineeringNo reviews yet
- MAEELEC01Technical elective unitsElectrical engineeringNo reviews yet
- MAEMEDIC01Technical electivesMedical engineeringNo reviews yet
- ROBMCTRN01Artificial intelligence streamRobotics and mechatronics engineeringNo reviews yet
Contacts
- Unit Coordinators
- Dr Maxine Tan
- Professor Tom Drummond
- Chief Examiners
- Professor Tom Drummond
Common questions
What are the prerequisites for ECE4076?
You need ENG2005, ECE2071 and (ECE2111, TRC3500 or ECE2011) before you enrol. Enrolment rules also apply.
When is ECE4076 offered?
In 2020, ECE4076 runs in Semester 1 at Malaysia.
Which majors and minors include ECE4076?
ECE4076 is part of Electrical and computer systems engineering; Electrical engineering; Medical engineering; and Robotics and mechatronics engineering.