IMAGE PROCESSING
CSE4VIS
Not currently offered
Credit points: 15
Subject outline
This subject covers both fundamentals of image processing as well as computing techniques with applications in many cutting-edge domains such as image recognition, object detection and segmentation, image registration and retrieval. Design issues on image recognition will be addressed, which contain eigenface technology, image feature extraction, similarity measure, and performance evaluation. Practice on image recognition will be offered in Labs. .
School: Engineering and Mathematical Sciences (Pre 2022)
Credit points: 15
Subject Co-ordinator: Lydia Cui
Available to Study Abroad/Exchange Students: Yes
Subject year level: Year Level 4 - UG/Hons/1st Yr PG
Available as Elective: No
Learning Activities: N/A
Capstone subject: No
Subject particulars
Subject rules
Prerequisites: CSE2AIF or admission into one of the following courses: SMIT, SMICT, SMITCN, SMCSC, SGIT or SGCS
Co-requisites: N/A
Incompatible subjects: CSE3VIS AND Students in the following courses are not permitted to enrol: SBCS, SBIT, SBITP and SBBIY
Equivalent subjects: N/A
Quota Management Strategy: N/A
Quota-conditions or rules: N/A
Special conditions: N/A
Minimum credit point requirement: N/A
Assumed knowledge: N/A
Learning resources
Digital Image Processing
Resource Type: Book
Resource Requirement: Recommended
Author: Rafael C. Gonzalez, Richard E. Woods.
Year: 2017
Edition/Volume: N/A
Publisher: Pearson
ISBN: N/A
Chapter/article title: N/A
Chapter/issue: N/A
URL: N/A
Other description: N/A
Source location: N/A
Pattern Recognition and Machine Learning
Resource Type: Book
Resource Requirement: Recommended
Author: Christopher M. Bishop
Year: 2006
Edition/Volume: N/A
Publisher: Springer
ISBN: N/A
Chapter/article title: N/A
Chapter/issue: N/A
URL: N/A
Other description: N/A
Source location: N/A
Career Ready
Career-focused: No
Work-based learning: No
Self sourced or Uni sourced: N/A
Entire subject or partial subject: N/A
Total hours/days required: N/A
Location of WBL activity (region): N/A
WBL addtional requirements: N/A