Computer Vision and Image Processing (AMME4710)
UNIT OF STUDY
This unit of study introduces students to vision sensors, computer vision analysis and digital image processing. This course will cover the following areas: fundamental principles of vision sensors such as physics laws, radiometry, CMOS/CDD imager architectures, colour reconstruction; the design of physics-based models for vision such as reflectance models, photometric invariants, radiometric calibration. This course will also present algorithms for video/image analysis, transmission and scene interpretation. Topics such as image enhancement, restoration, stereo correspondence, pattern recognition, object segmentation and motion analysis will be covered.
Further unit of study information
Lecture 2 hrs/week; Laboratory 3 hrs/week.
Through semester assessment (100%)
R. Szeliski/Computer Vision: Algorithms and Applications/2010// R.C. Gonzalez and R.E. Woods/Digital Image Processing/3rd edition/2008//
Faculty/department permission required?
Unit of study rules
Prerequisites and assumed knowledge
MECH4720 or MECH4730
Mandatory prerequisite MECH4720 Sensors and Signals or MECH4730 Computers in Real-Time Control and Instrumentation
Study this unit outside a degree
If you wish to undertake one or more units of study (subjects) for your own interest but not towards a degree, you may enrol in single units as a non-award student.
If you are from another Australian tertiary institution you may be permitted to underake cross-institutional study in one or more units of study at the University of Sydney.