Title:MegaMorph: advanced galaxy decomposition for large multi-wavelength surveys Abstract: Most galaxies can be considered to be, at least approximately, two-component stellar systems, containing both a spheroid and disk. These components have distinct formation histories, and thus separating their properties provides a more complete picture of galaxy evolution. Unfortunately, performing this decomposition presents significant challenges, particularly in large surveys, where an automated method is essential. Established decomposition solutions use just one image, at a single wavelength, to determine a galaxy''s structural parameters; occasionally making use of a secondary image to measure colour information. However, modern surveys routinely produce imaging in many near-UV to near-IR bands. Utilising all this available data increases the signal-to-noise available to constrain the structural model. More importantly, the components typically possess different colours, which allows them to be much more robustly separated. Our MegaMorph project has adapted tried-and-tested software (GALFIT and GALAPAGOS) to fit a consistent, wavelength-dependent model to imaging in an arbitrary set of photometric bands. We have tested our technique on both real and simulated data in a variety of observational regimes. I will describe our approach, and demonstrate that it enables more accurate, robust and physically meaningful multi-wavelength measurements of galaxy structural components. This paves the way for reliably studying the physical properties (stellar mass and age) of spheroids and disks for very large samples.