1. Image Processing and Analysis:
We are investigating and developing new methods for extracting information and for processing digital images, using approaches such as mathematical morphology, fuzzy logic, lattice theory, fractal geometry, and complex networks with applications in pattern recognition and computer vision.
2. Computational Intelligence:
Computational intelligence is an area that found its inspiration in natural processes, phenomena, language, and nervous systems. We are investigating mathematical models or systems capable of solving complex problems. The area of computational intelligence encompasses artificial neural networks, fuzzy logic, evolutionary computation, learning systems and probabilístic methods.