WikiSysop: Created page with "== Citation == V. Debarnot, V. Kishore, R. D. Righetto, and I. Dokmanic, “Ice-tide: Implicit cryo-et imaging and deformation estimation,” IEEE Transactions on Computational Imaging, vol. 11, pp. 24–35, 2025. == Abstract == We introduce ICE-TIDE, amethod for cryogenic electron tomography (cryo-ET) that simultaneously aligns observations and reconstructs a high-resolution volume. The alignment of tilt series in cryo-ET is a major problem limiting the resolution of..."

2025-01-20T06:36:39Z

Created page with "== Citation == V. Debarnot, V. Kishore, R. D. Righetto, and I. Dokmanic, “Ice-tide: Implicit cryo-et imaging and deformation estimation,” IEEE Transactions on Computational Imaging, vol. 11, pp. 24–35, 2025. == Abstract == We introduce ICE-TIDE, amethod for cryogenic electron tomography (cryo-ET) that simultaneously aligns observations and reconstructs a high-resolution volume. The alignment of tilt series in cryo-ET is a major problem limiting the resolution of..."

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== Citation ==

V. Debarnot, V. Kishore, R. D. Righetto, and I. Dokmanic, “Ice-tide: Implicit cryo-et imaging and deformation estimation,” IEEE Transactions on Computational Imaging, vol. 11, pp. 24–35, 2025.

== Abstract ==

We introduce ICE-TIDE, amethod for cryogenic electron
tomography (cryo-ET) that simultaneously aligns observations
and reconstructs a high-resolution volume. The alignment of
tilt series in cryo-ET is a major problem limiting the resolution of
reconstructions. ICE-TIDE relies on an efficient coordinate-based
implicit neural representation of the volume which enables it to
directly parameterize deformations and align the projections. Furthermore,
the implicit network acts as an effective regularizer, allowing
for high-quality reconstruction at low signal-to-noise ratios
as well as partially restoring the missing wedge information. We
compare the performance of ICE-TIDE to existing approaches on
realistic simulated volumeswhere the significant gains in resolution
and accuracy of recovering deformations can be precisely evaluated.
Finally, we demonstrate ICE-TIDE’s ability to perform on
experimental data sets.

== Keywords ==

== Links ==

https://ieeexplore.ieee.org/abstract/document/10811935

== Related software ==

== Related methods ==

== Comments ==

2025Debarnot IceTide - Revision history