SHREC 2021: Classification in cryo-electron tomograms

no code implementations • 18 Mar 2022 • Ilja Gubins, Marten L. Chaillet, Gijs van der Schot, M. Cristina Trueba, Remco C. Veltkamp, Friedrich Förster, Xiao Wang, Daisuke Kihara, Emmanuel Moebel, Nguyen P. Nguyen, Tommi White, Filiz Bunyak, Giorgos Papoulias, Stavros Gerolymatos, Evangelia I. Zacharaki, Konstantinos Moustakas, Xiangrui Zeng, Sinuo Liu, Min Xu, Yaoyu Wang, Cheng Chen, Xuefeng Cui, Fa Zhang

To promote innovation in computational methods, we generate a novel simulated dataset to benchmark different methods of localization and classification of biological macromolecules in tomograms.

Classification Electron Tomography +2

Deeply Cascaded U-Net for Multi-Task Image Processing

no code implementations • 1 May 2020 • Ilja Gubins, Remco C. Veltkamp

In current practice, many image processing tasks are done sequentially (e. g. denoising, dehazing, followed by semantic segmentation).

Denoising Segmentation +1