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Course pages 2023–24

Advanced Graphics and Image Processing

  • One practical exercise and demonstration, worth 20% of the marks.
  • Mini-project, worth 80% of the marks.

Practical exercises

The details on practical exercises can be found in the [Moodle course].


Students will write a short paper, maximum 4 pages, excluding the references, formatted in 2-columns. The short paper will be on a topic selected from the list in Moodle. The paper can, but does not need to include supplementary materials: video, additional images, or a web page with additional results.

The selected research topic should involve re-implementing one of the published techniques and proposing improvements/modifications of it. It could also involve adapting an existing technique to a new application.

Bidding for a project

Each student will prepare 2 bids for two different topics, selected from a provided list of topics. The bid should include:

  • up to 250 words general description of the project area with 2-3 references to relevant papers (evidence of the background research);
  • up to 250 words description of their approach the problem (methods);
  • and up to 150 word statements why their poses the skills and/or interests to work on the problem.

The mini-project score can be penalized if the bids have not been submitted on time or if they are poorly prepared.

Structure of the short paper

Most papers follow the structure with the sections: "Introduction", "Related work", "Method", "Evaluation" and "Conclusions/Discussion".

  • The "Introduction" section should briefly describe the proposed technique/modification/application, but above all, it should motive the work. Why is this work worth doing and the paper worth reading?
  • The "Related work" section should review 2-4 relevant papers, compare and contrast the proposed work to what has been published before.
  • The "Method" section should clearly explain the technique, focusing on why certain decisions were taken, rather than just reporting the work that has been done. It should explain the method with the help of equations and illustrations, as appropriate.
  • The "Evaluation" section should compare the method to the state-of-the-art, provide an evidence for improvement (or lack of it). The reported results should also show the limitations of the technique.
  • The "Conclusions" sections should draw some insights from the work done, suggest future directions.

Mini-project time line

  • 27/10/2023 - Project bids submitted to Moodle by noon
  • 03/11/2023 - Topic assigned
  • 16/01/2024 - The short paper submitted to Moodle by noon

How to write an academic paper

The following references could provide useful guidance on how to write a good quality short paper:

Assessment criteria

The short paper will be assessed according to the following criteria:
  • 80-100% - Original idea and almost perfect execution; the paper could be accepted to a conference with minor modifications.
  • 70-79% - The work reproduces existing ideas/results, good execution and evidence of understanding.
  • 60-69% - Like above but with occasional mistakes and faults or lacking clarity of presentation in some places.
  • 50-59% - Somewhat incoherent, with important omissions, or irrelevant material. Some serious flaws in understanding.
  • 40-49% - Work is poor and unstructured, with some parts missing. Little evidence of understanding, many inconsistencies and flaws.
  • 30-39% - All aspects have been handled badly. Assigned work is substantially absent, incomprehensible or wrong. Little evidence of understanding, but at least mentions most of the relevant ideas.
  • 20-29% - Almost total failure to engage with task. Assigned work is substantially absent, incomprehensible or wrong. Some reference to relevant ideas, but many are entirely missing.
  • 0-19% - No evidence of any understanding. Marks may be given for presentation.