 Related to his work in neural networks, Figueiredo is also known for his contributions to the understanding of nonlinear filters.In this area, Figueiredo developed filters for adaptive image restoration, for image contrast sharpening tuned to human visual perception based on Munsell’s scale, and for non-Gaussian noise suppression.The results of his work can be found in over 400 scientific publications he authored.