ArticleOptics express2012
Maskless imaging of dense samples using pixel super-resolution based multi-height lensfree on-chip microscopy.
Article in Optics express, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 53 papers.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
53 citing papers in PubMed, 223 citations in OpenAlex.
- Article
- Article
- Maskless and on-chip LED-array microscope with spatially-varying angle calibration for centimeter-scale phase imaging.bioRxiv : the preprint server for biology · 2025Article
- Single-shot reconstruction of three-dimensional morphology of biological cells in digital holographic microscopy using a physics-driven neural network.Nature communications · 2025Article
- Hybrid Iterating-Averaging Low Photon Budget Gabor Holographic Microscopy.ACS photonics · 2025Article
- High-resolution lensless holographic microscopy using a physics-aware deep network.Journal of biomedical optics · 2024Article
- Lens-free on-chip 3D microscopy based on wavelength-scanning Fourier ptychographic diffraction tomography.Light, science & applications · 2024Article
- Quantitative phase imaging based on holography: trends and new perspectives.Light, science & applications · 2024Review
- Off-axis digital lensless holographic microscopy based on spatially multiplexed interferometry.Journal of biomedical optics · 2024Article
- Roadmap on computational methods in optical imaging and holography [invited].Applied physics. B, Lasers and optics · 2024Review
- On the use of deep learning for phase recovery.Light, science & applications · 2024Review
- Thermal Image Super-Resolution Based on Lightweight Dynamic Attention Network for Infrared Sensors.Sensors (Basel, Switzerland) · 2023Article
- Spatial- and Fourier-domain ptychography for high-throughput bio-imaging.Nature protocols · 2023Review
- Adaptive constraints by morphological operations for single-shot digital holography.Scientific reports · 2023Article
- Multi-Illumination Single-Holographic-Exposure Lensless Fresnel (MISHELF) Microscopy: Principles and Biomedical Applications.Sensors (Basel, Switzerland) · 2023Review
- Review
- Adaptive sparse reconstruction for lensless digital holography via PSF estimation and phase retrieval.Optics express · 2022Article
- Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization.Light, science & applications · 2022Article
- Pixel Super-Resolution Phase Retrieval for Lensless On-Chip Microscopy via Accelerated Wirtinger Flow.Cells · 2022Article
- Recent Advances in Lensless Imaging.Optica · 2022Article
Corrections and comments
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
Abstract
Lensfree in-line holographic microscopy offers sub-micron resolution over a large field-of-view (e.g., ~24 mm2) with a cost-effective and compact design suitable for field use. However, it is limited to relatively low-density samples. To mitigate this limitation, we demonstrate an on-chip imaging approach based on pixel super-resolution and phase recovery, which iterates among multiple lensfree intensity measurements, each having a slightly different sample-to-sensor distance. By digitally aligning and registering these lensfree intensity measurements, phase and amplitude images of dense and connected specimens can be iteratively reconstructed over a large field-of-view of ~24 mm2 without the use of any spatial masks. We demonstrate the success of this multi-height in-line holographic approach by imaging dense Papanicolaou smears (i.e., Pap smears) and blood samples.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.