Mission and Vision
The main objectives of the Image Processing and Vision Modeling (IPMOD) Group are the study and new developments at the convergence of signal, image processing and biological inspired visual models. Work involves theoretical studies and complementary psychophysical evaluation with human observers. Currently the theoretical effort is concentrated on two broad groups of studies. The first set is concerned with the study and analysis of the visual models, with special emphasis on the roles of joint, wavelet and sparse representations in visual information processing. The second set of studies focuses on image processing applications, in particular image fusion, microscopy, deconvolution, superresolution and 3D imaging.
Keywords
Joint representations, vision models, quality assessment, image compression, image enhancement, image restoration, superresolution, motion estimation, medical Imaging, wavelets, visual psychophysics, image forensics, microscopy, image reconstruction, image statistics, sparse representations.
Research Lines’ flyer
Associated Unit
Unidad de Medicina y Cirugía Experimental (Experimental Surgery and Medicine Unit). (UMCE).Hospital General Universitario “Gregorio Marañón” (Madrid). Year of formation: 1999. The activity of the UMCE is focused on the developments of new tools for the processing of medical images in areas such as: Teleradiology, quantification of ecocardiographic images, integration of multimodal imaging, Interpretation of EEG studies in temporary epilepsy, magnetic resonance imaging, and analysis of optical microscopy images.