Search Results for author: Talita Perciano

Found 4 papers, 2 papers with code

AutoCT: Automated CT registration, segmentation, and quantification

no code implementations26 Oct 2023 Zhe Bai, Abdelilah Essiari, Talita Perciano, Kristofer E. Bouchard

The processing and analysis of computed tomography (CT) imaging is important for both basic scientific development and clinical applications.

Computed Tomography (CT) Segmentation

A Self-Supervised Approach to Reconstruction in Sparse X-Ray Computed Tomography

1 code implementation30 Oct 2022 Rey Mendoza, Minh Nguyen, Judith Weng Zhu, Vincent Dumont, Talita Perciano, Juliane Mueller, Vidya Ganapati

However, obtaining high-quality object reconstructions for the training dataset requires high x-ray dose measurements that can destroy or alter the specimen before imaging is complete.

Object Probabilistic Deep Learning

Quantum pixel representations and compression for $N$-dimensional images

1 code implementation8 Oct 2021 Mercy G. Amankwah, Daan Camps, E. Wes Bethel, Roel Van Beeumen, Talita Perciano

We introduce a novel and uniform framework for quantum pixel representations that overarches many of the most popular representations proposed in the recent literature, such as (I)FRQI, (I)NEQR, MCRQI, and (I)NCQI.

Image Compression

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