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Documentation-driven GUI development for integration of image processing libraries
Lopes, Ana Patrícia Ribeiro; Silva, Daniel F.; Lopes, Sérgio F.; Correia, J. H.; Lima, C. S.; Silva, Carlos A.A graphical integrated development environment (IDE) for computer vision applications allows developing solutions by composing graphical widgets that represent operators of a computer vision library. A challenge in developing such IDE is the development of a graphical interface for each operator in the library, which is a slow and repetitive task. In this paper, we propose to generate a specific graphical widge...
A dataflow execution engine for automatic visual inspection of production lines
Silva, Daniel; Lopes, Ana Patrícia Ribeiro; Costa, Daniel; Cabral, José; Silva, Carlos A.; Lopes, Sérgio F.Automatic visual inspection is used to control the quality of the assembly steps of a product. By allowing the early detection of faults in the production line, it can have a large economic impact. In this work, we propose an execution environment for supporting the development of automatic visual inspection applications and running them in the production line. The applications are described as graphs, which ar...
Study of Deep Neural Network architectures for medical image segmentation
Lopes, Ana Patrícia RibeiroMedical image segmentation plays a crucial role in the medical field, since it allows performing quantitative analyses used for screening, monitoring and planning the treatment of numerous pathologies. Manual segmentation is time-consuming and prone to inter-rater variability. Thus, several automatic approaches have been proposed for medical image segmentation and most are based on Deep Learning. These approach...