Dr. ZHANG Yunping, SherrySherryDr. ZHANG YunpingHuang, JianqingJianqingHuangZhu, YanminYanminZhuLi, YuxingYuxingLiLam, Edmund Y.Edmund Y.Lam2025-08-272025-08-272023Zhang, Y., Huang, J., Zhu, Y., & Lam, E. Y. (2023). Quantifying particle volumes with photon-counting digital holography. In DH (Ed.). Proceedings optica imaging congress (3D, COSI, DH, FLatOptics, IS, pcAOP). Digital Holography and Three-Dimensional Imaging 2023, Boston Park Plaza Hotel, Boston, Massachusetts USA. Optica Publishing Group.http://hdl.handle.net/20.500.11861/24670We propose a photon-counting digital holography method to accurately reconstruct particle volumes in low light conditions. Our approach integrates a Poisson digital holography model into an unrolled network, overcoming the challenges of shot noise and low signal-to-noise ratios.enConference Paper10.1364/DH.2023.HW3D.1