Abstract: Single-pixel imaging (SPI) is a sensing technique that uses a single-pixel detector to acquire spatially resolved measurements of a scene. Compressive SPI reduces acquisition time by measuring only a fraction of the Hadamard patterns, with the sampling strategy strongly impacting the reconstruction quality.