A semiconductor device includes a carrier, a substrate, light-sensing devices and a bonding layer. The substrate overlies the carrier, and has a first surface and a second surface opposite to the first surface. The substrate includes inverted pyramid recesses in the second surface. The light-sensing devices are disposed on the first surface of the substrate. The bonding layer is disposed between the substrate and the carrier.