Publications

2024

  1. RED-PSM: Regularization by Denoising of Factorized Low Rank Models for Dynamic Imaging
    Berk Iskender, Marc L. Klasky, and Yoram Bresler
    IEEE Transactions on Computational Imaging 2024
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2023

  1. Dynamic Tomography Reconstruction via Low-Rank Modeling with a RED Spatial Prior
    Berk Iskender, Marc L. Klasky, and Yoram Bresler
    In 2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) 2023
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  2. RED-PSM: Regularization by Denoising of Partially Separable Models for Dynamic Imaging
    Berk Iskender, Marc L. Klasky, and Yoram Bresler
    In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Oct 2023
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  3. Factorized Projection-Domain Spatio-Temporal Regularization for Dynamic Tomography
    Berk Iskender, Marc L Klasky, Brian M Patterson, and 1 more author
    In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Oct 2023
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2022

  1. Dynamic Tomography Reconstruction by Projection-Domain Separable Modeling
    Berk Iskender, Yoram Bresler, and Marc L Klasky
    In 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP) Oct 2022
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  2. Scatter Correction in X-Ray CT by Physics-Inspired Deep Learning
    Berk Iskender, and Yoram Bresler
    IEEE Transactions on Computational Imaging Oct 2022
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  3. Improving Dense Contrastive Learning with Dense Negative Pairs
    Berk Iskender, Zhenlin Xu, Simon Kornblith, and 2 more authors
    NeurIPS 2022 3rd Workshop on Self-Supervised Learning: Theory and Practice Oct 2022
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2021

  1. "Labmat:" Learned Feature-Domain Block Matching For Image Restoration
    Shijun Liang, Berk Iskender, Bihan Wen, and 1 more author
    In 2021 IEEE International Conference on Image Processing (ICIP) Oct 2021
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2020

  1. X-ray CT Scatter Correction by a Physics-Motivated DNN with Opposite View Processing
    Berk Iskender, and Yoram Bresler
    In The 6th International Conference on Image Formation in X-Ray Computed Tomography Oct 2020
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  2. A Physics-Motivated DNN for X-ray CT Scatter Correction
    Berk Iskender, and Yoram Bresler
    In 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) Oct 2020
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2018

  1. Image Restoration for Sparse Aperture Optical Systems
    Berk Iskender, and Figen S Oktem
    In 2018 26th Signal Processing and Communications Applications Conference (SIU) Oct 2018
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