The Vision and Image Understanding Laboratory at the University of California, Santa Barbara pursues computational modeling of behavioral, cognitive neuroscience and physiological data with the aim of elucidating the mechanisms and neural substrates mediating perception, attention and learning. We use the acquired knowledge in conjunction with computer science and engineering tools to improve human performance in life critical decisions such as that of doctors searching for tumors in medical images.