Infrared thermography represents an attractive solution in the field of Non-Destructive Testing (NDT) by overcoming some drawbacks of the traditional surveys. However, the labor and the amount of data to be analyzed, stored, and communicated are extensive when inspections are scaled to a large network of structures. In addition, the information about the damages is usually analyzed and stored using manually-based approaches.