ZEISS DeepScout harnesses high-resolution 3D XRM datasets to enhance lower resolution, larger field of view datasets through advanced convolutional neural network models. Using the unique XRM Scout-and-Zoom capability, DeepScout can connect resolution and contrast across scales to train powerful super resolution image restoration deep learning models.

• Take your large overview scan​
• Feed it through the ZEISS DeepScout reconstruction algorithm​
• Get resolution that approaches the resolution of a Zoom scan, but over a much larger field of view. ​
  

At its core, ZEISS DeepScout relies on the ability to generate multiscale, spatially registered datasets and uses that ability to train neural networks to improve the reconstruction. New capabilities, fueled by deep learning, mitigate the traditional trade-off between field of view and resolution. 

DeepScout is available in the AI Supercharger and Premium ART packages, or as a standalone module, available via the cloud or workstation.

MARS is a reconstruction algorithm that is aware of the constituents within a reconstruction. A challenge in X-ray reconstruction in a lab setting is that imaging with a polychromatic source creates different X-ray energies to generate a phenomenon called beam hardening. This effect is particularly challenging when your material is very dense and embedded in relatively less dense material. MARS tells the reconstruction system how to compensate for the effect of extreme beam hardening in the regions between very dense objects. This is important in applications like biomaterials, where you might be looking at implants next to bone or tissue. Or electronics where extremely dense solder balls appear next to other less dense materials on a printed circuit board, generating strong artifacts. MARS reconstructs your images to compensate for these effects. ​

MARS is available in the Artifact Reduction package.

A fast and efficient algorithm-based technology that delivers iterative reconstruction from your desktop, allowing you to achieve up to 4× faster scan times or enhanced image quality with equivalent throughput. ZEISS OptiRecon is an economical solution offering superior interior tomography or throughput on a broad class of samples.​

OptiRecon is available in the Recon package and Premium ART packages, and as a standalone module.

ROI training for ZEISS DeepRecon Pro and ZEISS DeepScout focuses the training of your model on the most important data you select, removing bias from the scanned volume and resulting in better performance. ROI training is useful for enhancing contrast and removing artifacts and can significantly reduce the training time for your models.

Your data, powering your experiences, is controlled by you. You, the user, have full control over sharing your data, results, and training models with your peers and collaborators. Your data is secured during processing and while in transit. The ZEISS core privacy principle is that you own your data. All data uploaded belong to you and your organization, only, and the confidentiality of your data is our top priority. You can feel confident about where your data is sent and how it is processed.