Holographic
3D display technology is a kind of naked-eye 3D display
technology that can realize the undifferentiated fusion of the virtual
reconstructed image and real scene without causing visual fatigue
in viewers. However, constrained by narrow viewing angle, small size,
and serious speckle noise, the progress of current holographic 3D
display technology is hampered. In this paper, a high-quality holographic
3D display system based on virtual splicing of spatial light modulators
(SLMs) is proposed. By using the temporal division multiplexing method
and two specially tailored beam deflection elements, a large-scale
virtual splicing of SLMs is realized. Meanwhile, a physical model-driven
network (PMD-Net) is proposed, which is able to quickly calculate
a noise-suppressed hologram within 100 ms. Based on the PMD-Net, two
hologram calculation methods are designed to realize the large viewing
angle and large size holographic 3D display, respectively. With the
proposed system, the viewing angle and size of the reconstructed image
are enlarged by 3 times, respectively. Moreover, the speckle noise
is reduced by 50% compared with the traditional methods. The proposed
system realizes a high-quality holographic 3D display effect and is
expected to be applied in education, entertainment, and medical fields.