Latest Research in Computational Ptychography Microscopy

25 research papers · 2026 median publication year

Top Research Topics in Computational Ptychography Microscopy

Highest-Cited Papers

  1. Lightweight Uncertainty‐Calibrated Imaging by Deep Learning for Reliable and Rapid One‐Shot Super‐Resolution Microscopy
  2. Diffusion-based self-supervised adaptive denoising for live-cell fluorescence microscopy
  3. Learning Transferable Self-Supervised Priors for Super-Resolution Reconstruction in Structured Illumination Microscopy
  4. Super-resolution microscopy via fluctuation-enhanced spatial mode demultiplexing
  5. A quantitative framework for ultrafast ptychography through digital twin control of extreme-ultraviolet beams
  6. Robust ptychographic imaging with low-discrepancy sequences
  7. Zero-Shot Cross-Material Ptychographic Phase Reconstruction Using Deep Learning
  8. Full complex wavefunction reconstruction with direct-interference ptychography
  9. Cross-Domain Benchmarking of Focus Measures for Smear-Microscopy Autofocus Under a Consensus-Audited Reference
  10. A unified self-supervised framework for single-frame Fresnel CDI and overlapped ptychography
  11. Blind SNR estimation in SEM images using hybrid statistical and CNN features
  12. Defocus-Insensitive Microscopy via Spatial Phase Modulation Using End-to-End Learning
  13. cTIRF: TIRF-Like Computational Optical Sectioning for Widefield Fluorescence Microscopy
  14. 3D scattered light imaging: extracting 3D fiber orientations from 1D line profiles in brain imaging
  15. Numerical speckle reduction for optical coherence tomography based on an analytical image formation model
  16. Real-space overlap is not enough: ambiguity in nanobeam iterative ptychography
  17. SPIFFI enables single-shot super-resolution and multidimensional imaging
  18. CDSB: accelerating connectomics workflow via Content-Decoupled Schrödinger Bridge
  19. Single image sensorless adaptive optics using phase-diversified multifocal array
  20. Beyond single cells: Ten years of commercial lattice light‐sheet microscopy

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L2 Region - - 2026 Sep Q3

Computational Ptychography Microscopy

25 papers

Top Topics (10)

Optics9
Advanced X-ray Imaging Techniques3
Advanced Fluorescence Microscopy Techniques3
Cell Image Analysis Techniques2
Computer Vision and Pattern Recognition1
Image Processing Techniques and Applications1
Digital Media Forensic Detection1
Digital Holography and Microscopy1
Materials Science1
Advanced Electron Microscopy Techniques and Applications1

Top Publications (20)

1.Lightweight Uncertainty‐Calibrated Imaging by Deep Learning for Reliable and Rapid One‐Shot Super‐Resolution Microscopy2.Diffusion-based self-supervised adaptive denoising for live-cell fluorescence microscopy3.Learning Transferable Self-Supervised Priors for Super-Resolution Reconstruction in Structured Illumination Microscopy4.Super-resolution microscopy via fluctuation-enhanced spatial mode demultiplexing5.A quantitative framework for ultrafast ptychography through digital twin control of extreme-ultraviolet beams6.Robust ptychographic imaging with low-discrepancy sequences7.Zero-Shot Cross-Material Ptychographic Phase Reconstruction Using Deep Learning8.Full complex wavefunction reconstruction with direct-interference ptychography9.Cross-Domain Benchmarking of Focus Measures for Smear-Microscopy Autofocus Under a Consensus-Audited Reference10.A unified self-supervised framework for single-frame Fresnel CDI and overlapped ptychography11.Blind SNR estimation in SEM images using hybrid statistical and CNN features12.Defocus-Insensitive Microscopy via Spatial Phase Modulation Using End-to-End Learning13.cTIRF: TIRF-Like Computational Optical Sectioning for Widefield Fluorescence Microscopy14.3D scattered light imaging: extracting 3D fiber orientations from 1D line profiles in brain imaging15.Numerical speckle reduction for optical coherence tomography based on an analytical image formation model16.Real-space overlap is not enough: ambiguity in nanobeam iterative ptychography17.SPIFFI enables single-shot super-resolution and multidimensional imaging18.CDSB: accelerating connectomics workflow via Content-Decoupled Schrödinger Bridge19.Single image sensorless adaptive optics using phase-diversified multifocal array20.Beyond single cells: Ten years of commercial lattice light‐sheet microscopy

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