Twitter
|
Facebook
|
LinkedIn
|
Zhihu
|
Weibo
Year
Month
(Peer-Reviewed) Advancing computer-generated holographic display thanks to diffraction model-driven deep nets
Vittorio Bianco, Pietro Ferraro
CNR- ISASI Institute of Applied Sciences & Intelligent Systems Viale Campi Flegrei, 34 80078 Pozzuoli (Na) Italy
Opto-Electronic Advances, 2024-01-16
https://doi.org/10.29026/oea.2024.230176
https://www.oejournal.org/article/doi/10.29026/oea.2024.230176
Abstract

Advancements are reported in computer-generated holography proofing RGB 4K display through a new strategy based on diffraction model-driven deep networks. In the new 4K-DMDNet, the network is not a “black box” anymore. Rather, the input-output relation must obey to the physics of wavefront propagation, which is embedded here as a constraint.

Thus, a labelled dataset is not required, and the model shows superior generalization capabilities with respect to data-driven approaches. The method is promising for the new generation of RGB 4K holographic display, as well as augmented and virtual reality systems.
Advancing computer-generated holographic display thanks to diffraction model-driven deep nets_1
Advancing computer-generated holographic display thanks to diffraction model-driven deep nets_2
Advancing computer-generated holographic display thanks to diffraction model-driven deep nets_3
  • Three-dimensional multichannel waveguide grating filters
  • Si-Yu Yin, Qi Guo, Shan-Ren Liu, Ju-Wei He, Yong-Sen Yu, Zhen-Nan Tian, Qi-Dai Chen
  • Opto-Electronic Science
  • 2024-08-14
  • Ka-Band metalens antenna empowered by physics-assisted particle swarm optimization (PA-PSO) algorithm
  • Shibin Jiang, Wenjun Deng, Zhanshan Wang, Xinbin Cheng, Din Ping Tsai, Yuzhi Shi, Weiming Zhu
  • Opto-Electronic Science
  • 2024-07-26
  • Complete-basis-reprogrammable coding metasurface for generating dynamically-controlled holograms under arbitrary polarization states
  • Zuntian Chu, Xinqi Cai, Ruichao Zhu, Tonghao Liu, Huiting Sun, Tiefu Li, Yuxiang Jia, Yajuan Han, Shaobo Qu, Jiafu Wang
  • Opto-Electronic Advances
  • 2024-07-26
  • Optical micro/nanofiber enabled tactile sensors and soft actuators: A review
  • Lei Zhang, Yuqi Zhen, Limin Tong
  • Opto-Electronic Science
  • 2024-07-26
  • Soliton microcomb generation by cavity polygon modes
  • Botao Fu, Renhong Gao, Ni Yao, Haisu Zhang, Chuntao Li, Jintian Lin, Min Wang, Lingling Qiao, Ya Cheng
  • Opto-Electronic Advances
  • 2024-07-25
  • Focus control of wide-angle metalens based on digitally encoded metasurface
  • Yi Chen, Simeng Zhang, Ying Tian, Chenxia Li, Wenlong Huang, Yixin Liu, Yongxing Jin, Bo Fang, Zhi Hong, Xufeng Jing
  • Opto-Electronic Advances
  • 2024-07-23
  • Spin-controlled generation of a complete polarization set with randomly-interleaved plasmonic metasurfaces
  • Sören im Sande, Yadong Deng, Sergey I. Bozhevolnyi, Fei Ding
  • Opto-Electronic Advances
  • 2024-07-23
  • Stimulated Raman scattering microscopy with phase-controlled light focusing and aberration correction for rapid and label-free, volumetric deep tissue imaging
  • Weiqi Wang, Zhiwei Huang
  • Opto-Electronic Advances
  • 2024-07-17
  • An inversely designed integrated spectrometer with reconfigurable performance and ultra-low power consumption
  • Ang Li, Yifan Wu, Chang Wang, Feixia Bao, Zongyin Yang, Shilong Pan
  • Opto-Electronic Advances
  • 2024-07-17
  • OptoGPT: A foundation model for inverse design in optical multilayer thin film structures
  • Taigao Ma, Haozhu Wang, L. Jay Guo
  • Opto-Electronic Advances
  • 2024-07-10
  • Paving continuous heat dissipation pathways for quantum dots in polymer with orange-inspired radially aligned UHMWPE fibers
  • Xuan Yang, Xinfeng Zhang, Tianxu Zhang, Linyi Xiang, Bin Xie, Xiaobing Luo
  • Opto-Electronic Advances
  • 2024-07-05
  • Multiplexed stimulated emission depletion nanoscopy (mSTED) for 5-color live-cell long-term imaging of organelle interactome
  • Yuran Huang, Zhimin Zhang, Wenli Tao, Yunfei Wei, Liang Xu, Wenwen Gong, Jiaqiang Zhou, Liangcai Cao, Yong Liu, Yubing Han, Cuifang Kuang, Xu Liu
  • Opto-Electronic Advances
  • 2024-07-05



    • Deblurring, artifact-free optical coherence tomography with deconvolution-random phase modulation                                Dynamic interactive bitwise meta-holography with ultra-high computational and display frame rates
    About
    |
    Contact
    |
    Copyright © PubCard