CS3VI18NU-Visual Intelligence

Module Provider: Computer Science
Number of credits: 10 [5 ECTS credits]
Level:6
Semesters in which taught: Semester 2 module
Pre-requisites: CS1MA20 Mathematics and Computation or CS1MA20NU Mathematics and Computation
Non-modular pre-requisites:
Co-requisites: CS3IA16NU Image Analysis
Modules excluded:
Current from: 2023/4

Module Convenor: Prof James Ferryman
Email: j.m.ferryman@reading.ac.uk

NUIST Module Lead: Xia Min
Email: xiamin@nuist.edu.cn

Type of module:

Summary module description:

This module covers the topics of visual perception and computer vision.

Aims:

This module aims to provide students with an appreciation of human cognitive abilities in visual perception, fundamental knowledge in high level computer vision, and examples of application areas including video surveillance.

This module also encourages students to develop a set of professional skills, such as problem solving, critical analysis of published literature, creativity, technical report writing for technical and non-technical audiences, self-reflection and effective use of commercial software.

Assessable learning outcomes:

Students who complete this module will have:

• basic knowledge of human perceptual skills relating to vision;


• the ability to address high level issues relating to computer vision including pattern classification, knowledge of geometric-based vision and appearance-based vision;


• knowledge of application of computer vision including generic object recognition, cognitive computer vision and computational visual surveillance.

Additional outcomes:

Improved programming skills and applied computer vision through practical work.

Outline content:

The module includes the following: introduction to natural vision (human perception); theory of image-based pattern classification; geometric-based vision; appearance-based vision; object recognition; applications of computer vision.

Brief description of teaching and learning methods:

Lectures supported by laboratory practicals, tutorials and a coursework assignment (project).

Contact hours:

Ìý	Semester 1	Semester 2
Lectures		18
Tutorials		5
Guided independent study:	Ìý	Ìý
Ìý Ìý Other		77
Ìý	Ìý	Ìý
Total hours by term	0	100
Ìý	Ìý	Ìý
Total hours for module	100

Summative Assessment Methods:

Method	Percentage
Written exam	70
Set exercise	30

Summative assessment- Examinations:

One 2-hour examination paper in May/June.

Summative assessment- Coursework and in-class tests:

Up to two programming based coursework assignments totalling 30% of the module mark.

Formative assessment methods:

Penalties for late submission:

The Support Centres will apply the following penalties for work submitted late:

• where the piece of work is submitted after the original deadline (or any formally agreed extension to the deadline): 10% of the total marks available for that piece of work will be deducted from the mark for each working day (or part thereof) following the deadline up to a total of five working days;
• where the piece of work is submitted more than five working days after the original deadline (or any formally agreed extension to the deadline): a mark of zero will be recorded.

The University policy statement on penalties for late submission can be found at: /cqsd/-/media/project/functions/cqsd/documents/cqsd-old-site-documents/penaltiesforlatesubmission.pdf
You are strongly advised to ensure that coursework is submitted by the relevant deadline. You should note that it is advisable to submit work in an unfinished state rather than to fail to submit any work.

Assessment requirements for a pass:

A mark of 40% overall.

Reassessment arrangements:

One 2-hour examination paper in the NUIST reassessment period.Ìý Note that the resit module mark will be the higher of (a) the mark from this resit exam and (b) an average of this resit exam mark and previous coursework marks, weighted as per the first attempt (70% exam, 30% coursework).

Additional Costs (specified where applicable):

1) Required text books:Ìý

2) Specialist equipment or materials:Ìý

3) Specialist clothing, footwear or headgear:Ìý

4) Printing and binding:Ìý

5) Computers and devices with a particular specification:Ìý

6) Travel, accommodation and subsistence:Ìý

Last updated: 31 October 2023