Baraniuk has been active in the development of digital signal processing, image processing, and machine learning systems, with numerous contributions to the theory of wavelets and compressive sensing.
Baraniuk is a co-founder of InView Technology Corporation,[REF] which is commercializing Baraniuk' s single-pixel camera research.