 Credits:
| 6 |
| Level:
| Honours (FHEQ level 6) |
| Period: |
Semester 2
|
| Assessment:
| CW 25%, EX 75% |
| Supplementary Assessment: | CM30080 Mandatory Extra Work (where allowed by programme regulations) |
| Requisites:
| Before taking this unit you must take CM10227, CM10228, CM20220 and CM20219 (and for transitional arrangements (CM10134 or CM10140, CM20001 and CM20144) or MA20010, or equivalents). |
| 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.
|
Programme availability:
|
CM30080 is Optional on the following programmes:
Department of Computer Science
- USCM-AFB01 : BSc Computing (Full-time) - Year 3
- USCM-AKB01 : BSc Computing (Full-time with Thick Sandwich Placement) - Year 4
- USCM-AFB06 : BSc (hons) Computer Science (Full-time) - Year 3
- USCM-AKB07 : BSc (hons) Computer Science (Full-time with Thick Sandwich Placement) - Year 4
- USCM-AKB15 : BSc (hons) Computer Science with French Language (with Industrial Placement) (Full-time with Thick Sandwich Placement) - Year 4
- USCM-AAB15 : BSc (hons) Computer Science with French Language (with Study Year Abroad) (Full-time with Study Year Abroad) - Year 4
- USCM-AKB16 : BSc (hons) Computer Science with German Language (with Industrial Placement) (Full-time with Thick Sandwich Placement) - Year 4
- USCM-AAB16 : BSc (hons) Computer Science with German Language (with Study Year Abroad) (Full-time with Study Year Abroad) - Year 4
- USCM-AFB13 : BSc (hons) Computer Science with Mathematics (Full-time) - Year 3
- USCM-AKB14 : BSc (hons) Computer Science with Mathematics (Full-time with Thick Sandwich Placement) - Year 4
- USCM-AAB14 : BSc (hons) Computer Science with Mathematics with Study Year Abroad (Full-time with Study Year Abroad) - Year 4
- USCM-AKB17 : BSc (hons) Computer Science with Spanish Language (with Industrial Placement) (Full-time with Thick Sandwich Placement) - Year 4
- USCM-AAB17 : BSc (hons) Computer Science with Spanish Language (with Study Year Abroad) (Full-time with Study Year Abroad) - Year 4
- USCM-AAB07 : BSc (hons) Computer Science with Study Year Abroad (Full-time with Study Year Abroad) - Year 4
- USCM-AFM01 : MComp (hons) Computer Science (Full-time) - Year 3
- USCM-AKM02 : MComp (hons) Computer Science (Full-time with Thick Sandwich Placement) - Year 4
- USCM-AAM02 : MComp (hons) Computer Science with Study Year Abroad (Full-time with Study Year Abroad) - Year 4
Department of Mathematical Sciences
- USMA-AFB15 : BSc (hons) Mathematical Sciences (Full-time) - Year 3
- USMA-AKB16 : BSc (hons) Mathematical Sciences (Full-time with Thick Sandwich Placement) - Year 4
- USMA-AAB16 : BSc (hons) Mathematical Sciences with Study Year Abroad (Full-time with Study Year Abroad) - Year 4
- USMA-AFB13 : BSc (hons) Mathematics (Full-time) - Year 3
- USMA-AKB14 : BSc (hons) Mathematics (Full-time with Thick Sandwich Placement) - Year 4
- USMA-AFB01 : BSc (hons) Mathematics and Statistics (Full-time) - Year 3
- USMA-AKB02 : BSc (hons) Mathematics and Statistics (Full-time with Thick Sandwich Placement) - Year 4
- USMA-AAB02 : BSc (hons) Mathematics and Statistics with Study Year Abroad (Full-time with Study Year Abroad) - Year 4
- USMA-AAB14 : BSc (hons) Mathematics with Study Year Abroad (Full-time with Study Year Abroad) - Year 4
- USMA-AFB05 : BSc (hons) Statistics (Full-time) - Year 3
- USMA-AKB06 : BSc (hons) Statistics (Full-time with Thick Sandwich Placement) - Year 4
- USMA-AAB06 : BSc (hons) Statistics with Study Year Abroad (Full-time with Study Year Abroad) - Year 4
- USMA-AFM14 : MMath Mathematics (Full-time) - Year 3
- USMA-AFM14 : MMath Mathematics (Full-time) - Year 4
- USMA-AAM15 : MMath Mathematics with Study Year Abroad (Full-time with Study Year Abroad) - Year 4
- TSMA-AFM08 : MSc Modern Applications of Mathematics (Full-time) - Year 1
- TSMA-AFL02 : PG Dip Modern Applications of Mathematics (Full-time) - Year 1
Department of Physics
- USPH-AFB05 : BSc (hons) Physics with Computing (Full-time) - Year 3
- USPH-AKB06 : BSc (hons) Physics with Computing (with Placement) (Full-time with Thick Sandwich Placement) - Year 4
- USPH-AAB06 : BSc (hons) Physics with Computing with Year Abroad (Full-time with Study Year Abroad) - Year 4
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