Evaluating the Transfer of Information in Phase Retrieval STEM Techniques
Segmented Detectors
So far we have discussed the CTF of phase retrieval techniques when detailed 2D images of the diffraction patterns are recorded with a pixelated detector. However, pixelated detectors limit the achievable scan speed in experiments due to slow read-out times typically on the order of tens of μs Stroppa et al., 2023Bekkevold et al., 2024. For comparison, traditional HAADF imaging is commonly acquired with dwell times as low as μs, or even as fast as ns when multi-frame acquisitions are obtained to observe dynamic effects Buban et al., 2009Ishikawa et al., 2020. To realize such sub-10 μs dwell times for phase retrieval techniques, we need to look to detectors with a minimal read-out overhead limiting the scan speed, which are still able to retrieve the desired phase information.
One candidate for such detectors are few-pixel segmented detectors, for which the detector function for the segment is given by
These are already in widespread use for both iCOM and OBF imaging Lazić et al., 2016Ooe et al., 2021. The use of such detectors for direct and iterative ptychography has been explored in recent years Yang et al., 2015Zhang et al., 2025.
In the following we investigate the impact of detector segmentation on the CTF of phase retrieval techniques iCOM, SSB, tcBF, and iterative ptychography. Using the CTF to investigate and compare not just the phase retrieval techniques, but also the various detector geometries provides an unbiased comparison and allows for optimizing the balance between scan speed and information transfer.
- Stroppa, D. G., Meffert, M., Hoermann, C., Zambon, P., Bachevskaya, D., Remigy, H., Schulze-Briese, C., & Piazza, L. (2023). From STEM to 4D STEM: Ultrafast Diffraction Mapping with a Hybrid-Pixel Detector. Microscopy Today, 31(2), 10–14. 10.1093/mictod/qaad005
- Bekkevold, J. M., Peters, J. J. P., Ishikawa, R., Shibata, N., & Jones, L. (2024). Ultra-fast Digital DPC Yielding High Spatio-temporal Resolution for Low-Dose Phase Characterization. Microscopy and Microanalysis, 30(5), 878–888. 10.1093/mam/ozae082
- Buban, J. P., Ramasse, Q., Gipson, B., Browning, N. D., & Stahlberg, H. (2009). High-resolution low-dose scanning transmission electron microscopy. Journal of Electron Microscopy, 59(2), 103–112. 10.1093/jmicro/dfp052
- Ishikawa, R., Jimbo, Y., Terao, M., Nishikawa, M., Ueno, Y., Morishita, S., Mukai, M., Shibata, N., & Ikuhara, Y. (2020). High spatiotemporal-resolution imaging in the scanning transmission electron microscope. Microscopy, 69(4), 240–247. 10.1093/jmicro/dfaa017
- Lazić, I., Bosch, E. G. T., & Lazar, S. (2016). Phase contrast STEM for thin samples: Integrated differential phase contrast. Ultramicroscopy, 160, 265–280. 10.1016/j.ultramic.2015.10.011
- Ooe, K., Seki, T., Ikuhara, Y., & Shibata, N. (2021). Ultra-high contrast STEM imaging for segmented/pixelated detectors by maximizing the signal-to-noise ratio. Ultramicroscopy, 220, 113133. 10.1016/j.ultramic.2020.113133
- Yang, H., Pennycook, T. J., & Nellist, P. D. (2015). Efficient phase contrast imaging in STEM using a pixelated detector. Part II: Optimisation of imaging conditions. Ultramicroscopy, 151, 232–239. 10.1016/j.ultramic.2014.10.013
- Zhang, X., Chen, Z., Shao, Y.-T., Ray, A., Jiang, Y., & Muller, D. (2025). Super-Resolution Ptychography with Small Segmented Detectors. Microscopy and Microanalysis, 31(1). 10.1093/mam/ozae134