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. 2019 Feb 11;19(3):732. doi: 10.3390/s19030732

Table 1.

Summary of major elements in single-pixel imaging.

Element Choices Advantages (*) and Disadvantages (^)
System architecture Focal plane modulation * Active or passive imaging.
^ Limited choice on modulation.
Structured light illumination * More choices for active illumination.
^ Active imaging only.
Modulation method Rotating ground glass * High power endurance; cheap.
^ Not programmable; random modulation only.
Customized diffuser * High power endurance; can be customized.
^ Not programmable; complicated manufacturing.
LCD * Greyscale modulation; programmable.
^ Slow modulation; low power endurance
DMD * Faster than LCD; programmable.
^ Binary modulation; not fast enough.
LED array * Much faster than DMD; programmable.
^ Binary modulation; structured illumination only.
OPA * Much faster than DMD; controllable.
^ Random modulation; complicated manufacturing.
Reconstruction algorithm Orthogonal sub-sampling * Not computationally demanding.
^ Requires a specific prior.
Compressive sensing * A computational overhead.
^ Needs only a general sparse assumption.