Contact

Francisco Bonnín Pascual
Edifici Anselm Turmeda, D146
University of the Balearic Islands
Ctra. Valldemossa, Km 7.5
07122 Palma de Mallorca
Illes Balears, Spain

Phone: +34-971-172-565
Fax: +34-971-173-003
xisco.bonnin@uib.es

Resources

• Datasets

Datasets

Structural Defects

This dataset consists of a collection of images taken from structures and surfaces that present different kinds of defects: corrosion, cracks, coating break-down, etc. The dataset also contains a collection of B/W images which resulted from the manual labelling of the defects in the original images (black means defective area).

• Original image dataset (5.3 MB)
• Ground truth for the original image dataset (703.2 kB)
• Extended image dataset (11.2 MB)
• Ground truth for the extended image dataset (1.5 MB)

Examples:

To refer to this dataset in your papers you can cite the following publication:

Francisco Bonnin-Pascual and Alberto Ortiz. A Novel Approach for Defect Detection on Vessel Structures using Saliency-related Features. Ocean Engineering, vol. 149, pp. 397-408 (2018). [bib] [link] [preprint]