Identifying Data 2022/23
Subject (*) Final Year Dissertation Code 614535016
Study programme
Máster Universitario en Visión por Computador
Descriptors Cycle Period Year Type Credits
Official Master's Degree 2nd four-month period
 Second Obligatory 30
Language
English
Teaching method Face-to-face
Prerequisites
Department
Coordinador
E-mail
Lecturers
E-mail
Web
General description O obxectivo principal do Traballo de Fin de Máster é a análise, deseño, implementación e validación dun proxecto, realizado de forma individual, relacionado coa Visión por Computador. Poderá desenvolverse nunha empresa ou entidade con experiencia contrastada en proxectos de I+D+i, sendo co-tutelado por un profesional na materia. O proxecto debe achegar compoñentes de innovación que vaian máis aló do mero desenvolvemento dunha aplicación, servizo ou liña de negocio estándar.
O TFM debe promover a achega de valor engadido por parte do alumno en proxectos innovadores, e a súa relación directa co mercado laboral ou con algún aspecto de investigación de vangarda.

Study programme competencies
Code Study programme competences
A4 CE4 - To conceive, develop and evaluate complex computer vision systems
A8 CE8 - To communicate and disseminate the results and conclusions of research in the field of computer vision
B4 CB9 - That students are able to communicate their findings -and the ultimate knowledge and reasons behind them- to specialist and non-specialist audiences in a clear and unambiguous manner
B7 CG2 - Ability to analyze a company's needs in the field of computer vision and determine the best technological solution for it
B8 CG3 - Ability to develop computer vision systems depending on existing needs and apply the most appropriate technological tools
B9 CG4 - Ability to critically analyze and rigorously evaluate technologies and methodology
B10 CG5 - Ability to identify unsolved problems and provide innovative solutions
B11 CG6 - Ability to identify theoretical results or new technologies with innovative potential and convert them into products and services useful to society
C1 CT1 - Practice the profession with a clear awareness of its human, economic, legal and ethical dimensions and with a clear commitment to quality and continuous improvement
C2 CT2 - Ability to work as a team, organize and plan
C3 CT3 - Development of the innovative and entrepreneurial spirit

Learning aims
Learning outcomes Study programme competences
The main objective of the MT is the analysis, design, implementation and validation of a project, carried out individually, related to computer vision. It can be developed in a company or entity with proven experience in R & D & i projects, being co-tutored by a professional in the field. The project must provide innovation components that go beyond the simple development of an application, service or standard line of business. The MT must promote the contribution of added value by the student in innovative projects and its direct relationship with the labor market or with some cutting-edge research aspect. AC4
AC8
 BC4
BC7
BC8
BC9
BC10
BC11
 CC1
CC2
CC3

Contents
Topic Sub-topic
The Master's Thesis will consist of an original exercise carried out individually, consisting of a research or innovation project related to computer vision. The project may be proposed by a Company, Public Entity, University, Research Center or Technological Center that signed a collaboration agreement with some of the Universities participating in the Master, or in a Research Group of the USC, UDC, UVigo or UPorto.
 In all cases, the MT will be supervised or co-supervised by PhD professors belonging to the departments involved in the teaching, or by other PhD professors from the participating universities who have the authorization of the Inter-University Academic Commission.

Planning
Methodologies / tests Competencies Ordinary class hours Student’s personal work hours Total hours
Oral presentation A8 B4 B9 1 14 15
Supervised projects A4 A8 B4 B7 B8 B9 B10 B11 C1 C2 C3 14 721 735
 
Personalized attention 0 0 0
 
(*)The information in the planning table is for guidance only and does not take into account the heterogeneity of the students.

Methodologies
Methodologies Description
Oral presentation The Master's Thesis will be presented and defended before an evaluation committee established by the Academic Commission for each call.
Supervised projects The student must do an original and individual work of analysis, design, implementation and evaluation, with innovative components, on a topic related to computer vision. The work developed will be governed by the objectives established in a preliminary project approved by the Master's Academic Commission, and by the personalized attention provided by the tutors in charge of the direction. Finally, the student must describe the work carried out in a report, following the established format, which will be presented for evaluation by the evaluation committee.

Personalized attention
Methodologies
Supervised projects
Oral presentation
Description
During the development of the work, the student will receive personalized attention from the tutor(s). Personalized attention is essential to define, guide, supervise and delimit the work, as well as to prepare the oral presentation and evaluation.

Assessment
Methodologies Competencies Description Qualification
Supervised projects A4 A8 B4 B7 B8 B9 B10 B11 C1 C2 C3 Adequacy to the objectives defined in the preliminary project
Quality of the developed work
Clarity and quality of the report 		70
Oral presentation A8 B4 B9 Quality of the presentation
Response to questions from the evaluation committee 		30
 
Assessment comments

Sources of information
Basic

The biblography will be specific for each topic and project and will be provided in each case by the tutors
Complementary


Recommendations
Subjects that it is recommended to have taken before

Subjects that are recommended to be taken simultaneously

Subjects that continue the syllabus

Other comments


(*)The teaching guide is the document in which the URV publishes the information about all its courses. It is a public document and cannot be modified. Only in exceptional cases can it be revised by the competent agent or duly revised so that it is in line with current legislation.