 Academic Year: | 2019/0 |
| Owning Department/School: | Department of Computer Science |
| Credits: | 6 [equivalent to 12 CATS credits] |
| Notional Study Hours: | 120 |
| Level: | Honours (FHEQ level 6) |
| Period: |
- Semester 2
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| Assessment Summary:
| CW 25%, EX-TH 75%* |
| Assessment Detail: |
- Course Work* (CW 25%)
- Open Book Examination of 24 hours duration* (EX-TH 75%)
*Assessment updated due to Covid-19 disruptions |
| Supplementary Assessment: |
- Like-for-like reassessment (where allowed by programme regulations)
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| Requisites: |
Before taking this module you must ( take CM20219 AND take CM20220 ) OR ( take MA10209 AND take MA10210 AND take MA10236 AND take XX10190 )
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| Description:
| Aims:
To understand the ways of analysing images to get information out of them. In order to achieve this it will be necessary to understand the underlyin mathematics and computer techniques.
Learning Outcomes:
Students will be able to:
1. Distinguish low-level from high-level Computer Vision methods, and appreciate the vision problem;
2. Describe edge detection as a linear filter and distinguish between linear filtering and morphology;
3. Describe multi-camera geometry and understand its value in applications such as mosaicing and reconstruction;
4. Understand texture and segmentation, and the role of high-level models in recognition;
5. Appreciate a broad range of contemporary Computer Vision.
Skills:
Application of number (T/F).
Content:
Low level vision: Convolution and linear filtering, edge detection and blurring; the role of scale. Morphology. Texture descriptors.
Multi-camera vision: Homographies, epipolar geometry, and the fundamental matrix. Mosaicing and 3D reconstruction.
Segmentation: Hough transforms, unsupervised clustering, scale sieves.
Recognition: The role of prior models: templates, geometry, and statistics.
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| Programme availability: |
CM30080 is Optional on the following programmes:
Department of Computer Science
- USCM-AFB06 : BSc(Hons) Computer Science (Year 3)
- USCM-AAB07 : BSc(Hons) Computer Science with Study year abroad (Year 4)
- USCM-AKB07 : BSc(Hons) Computer Science with Year long work placement (Year 4)
- USCM-AFB20 : BSc(Hons) Computer Science and Mathematics (Year 3)
- USCM-AAB20 : BSc(Hons) Computer Science and Mathematics with Study year abroad (Year 4)
- USCM-AKB20 : BSc(Hons) Computer Science and Mathematics with Year long work placement (Year 4)
- USCM-AFM01 : MComp(Hons) Computer Science (Year 3)
- USCM-AAM02 : MComp(Hons) Computer Science with Study year abroad (Year 3)
- USCM-AKM02 : MComp(Hons) Computer Science with Year long work placement (Year 3)
- USCM-AFM14 : MComp(Hons) Computer Science and Mathematics (Year 3)
- USCM-AAM14 : MComp(Hons) Computer Science and Mathematics with Study year abroad (Year 3)
- USCM-AKM14 : MComp(Hons) Computer Science and Mathematics with Year long work placement (Year 3)
Department of Mathematical Sciences
- TSMA-AFM08 : MSc Modern Applications of Mathematics
- USMA-AFB15 : BSc(Hons) Mathematical Sciences (Year 3)
- USMA-AAB16 : BSc(Hons) Mathematical Sciences with Study year abroad (Year 4)
- USMA-AKB16 : BSc(Hons) Mathematical Sciences with Year long work placement (Year 4)
- USMA-AFB13 : BSc(Hons) Mathematics (Year 3)
- USMA-AAB14 : BSc(Hons) Mathematics with Study year abroad (Year 4)
- USMA-AKB14 : BSc(Hons) Mathematics with Year long work placement (Year 4)
- USMA-AFB01 : BSc(Hons) Mathematics and Statistics (Year 3)
- USMA-AAB02 : BSc(Hons) Mathematics and Statistics with Study year abroad (Year 4)
- USMA-AKB02 : BSc(Hons) Mathematics and Statistics with Year long work placement (Year 4)
- USMA-AFB05 : BSc(Hons) Statistics (Year 3)
- USMA-AAB06 : BSc(Hons) Statistics with Study year abroad (Year 4)
- USMA-AKB06 : BSc(Hons) Statistics with Year long work placement (Year 4)
- USMA-AFM14 : MMath(Hons) Mathematics (Year 3)
- USMA-AFM14 : MMath(Hons) Mathematics (Year 4)
- USMA-AAM15 : MMath(Hons) Mathematics with Study year abroad (Year 4)
- USMA-AKM15 : MMath(Hons) Mathematics with Year long work placement (Year 4)
- USMA-AKM15 : MMath(Hons) Mathematics with Year long work placement (Year 5)
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