Image Manipulation Detection - Exercises

From The Embassy of Good Science

Image Manipulation Detection - Exercises

Instructions for:TraineeTrainer
Goal

After completing this section of the course you will:

  • Have learned more about the various types and spread of Image Manipulation in research.
  • Have learned why it is considered a serious research misconduct.
  • Have practiced spotting some examples of Image Manipulation for yourself.
Duration (hours)
1
Method

What is this about?

Image alteration with the intent of distorting scientific experiment results is considered a serious research misconduct (Parrish et Noonan, 2009). These manipulations encompass various techniques, such as cropping, colour adjustment, selective enhancement, and duplication, among other techniques (Rossner et Yamada, 2004).

References

  • Parrish D, Noonan B. Image manipulation as research misconduct. Sci Eng Ethics. 2009 Jun;15(2):161-7. doi: 10.1007/s11948-008-9108-z. Epub 2009 Jan 6. PMID: 19125357.
  • Rossner M, Yamada KM. What's in a picture? The temptation of image manipulation. J Cell Biol. 2004 Jul 5;166(1):11-5. doi: 10.1083/jcb.200406019. PMID: 15240566; PMCID: PMC2172141.

Why is this important?

The extent of image manipulation in science is greater than previously perceived, with approximately 4% of the published papers containing some form of image duplication (Bik et al, 2016). This highlights a need for comprehensive training of editors and scientists on recognizing image manipulations.


References

Bik EM, Casadevall A, Fang FC. The Prevalence of Inappropriate Image Duplication in Biomedical Research Publications. mBio. 2016 Jun 7;7(3):e00809-16. doi: 10.1128/mBio.00809-16. PMID: 27273827; PMCID: PMC4941872.
1
Image Manipulation - Exercise 1

Each image contains at least one inappropriate image duplication. Your task is to find the duplications and click on the overlapping areas.

Find the inappropriate duplications in biomedical images

2
Image Manipulation - Exercise 2

Each image contains at least one inappropriate image duplication. Your task is to find the duplications and click on the overlapping areas.

Find the inappropriate duplications in biomedical images 2

3
Image Manipulation - Exercise 3

Each image contains at least one inappropriate image duplication. Your task is to find the duplications and click on the overlapping areas.

Find the inappropriate duplications in biomedical images 3

4
Image Manipulation - Exercise 4

Each image contains at least one inappropriate image duplication. Your task is to find the duplications and click on the overlapping areas.

Find the inappropriate duplications in biomedical images 4

Steps

Other information

Good Practices & Misconduct
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