Her work, together with further wavelet developments, was instrumental to the invention of image-compression algorithms, like the JPEG2000, that pervade the digital age.

Her research focuses primarily on wavelet theory, which she has used to pioneer advances in both efficient image compression and high-accuracy image reconstruction.