The predominant factor which reduces the image quality in diffuse optical imaging is scatter, and many of the advances in instrumentation, theory, and experimental techniques have been designed to reduce its effect. We will briefly mention two techniques which have been developed to improve the spatial resolution of diffuse optical imaging by combining the functional sensitivity of NIR measurements with the spatial resolution of ultrasound.