VISUAL INFORMATION SYSTEMS
CSE3VIS
2014
Credit points: 15
Subject outline
This subject covers an overview of visual information access, image representation, feature extraction, image recognition and understanding, and content-based image retrieval techniques. Design issues on content-based image retrieval systems for image database management will be addressed, which contain image feature extraction, indexing, similarity measure, lower-bounding lemma and performance evaluation. Practice on design of image recognition systems (IRS) or content-based image retrieval (CBIR) systems will be offered in Labs. Knowledge on HTML, PHP, and MySQL will be needed to implement these systems.
Faculty: Faculty of Science, Tech & Engineering
Credit points: 15
Subject Co-ordinator: Justin Wang
Available to Study Abroad Students: Yes
Subject year level: Year Level 3 - UG
Exchange Students: Yes
Subject particulars
Subject rules
Prerequisites: CSE2ICE
Co-requisites: N/A
Incompatible subjects: CSE31MS, CSE32MS, CSE41FMS, CSE42FMS, CSE3MS, CSE4FMS, CSE3IMS
Equivalent subjects: N/A
Special conditions: N/A
Learning resources
Readings
| Resource Type | Title | Resource Requirement | Author and Year | Publisher |
|---|---|---|---|---|
| Readings | Content-based image and video retrieval | Recommended | Marques, O and Furht, B 2002 | 1ST ED, SPRINGER |
| Readings | Image recognition and classification: algorithms, systems and applications | Recommended | Javidi, B 2002 | 1ST EN, CRC PRESS |
Melbourne, 2014, Semester 1, Day
Overview
Online enrolment: Yes
Maximum enrolment size: N/A
Enrolment information:
Subject Instance Co-ordinator: Justin Wang
Class requirements
Laboratory ClassWeek: 11 - 22
One 2.0 hours laboratory class per week on weekdays during the day from week 11 to week 22 and delivered via face-to-face.
LectureWeek: 10 - 22
One 2.0 hours lecture per week on weekdays during the day from week 10 to week 22 and delivered via face-to-face.
Assessments
| Assessment element | Comments | % |
|---|---|---|
| one 3-hour examination | 60 | |
| second assignment (group-based) with oral presentation | Hurdle requirement: In order to pass the unit, students must obtain an overall pass grade, pass the examination and pass the overall non-examination components. | 20 |
| the first assignment with approximate 750 words report | 20 |