B. Frost, N. Janjušević, C. Strimbu, and C. Hendon, "Compressed sensing on displacement signals measured with optical coherence tomography," Biomed. Opt. Express 14, 5539-5554 (2023). pdf
N. Janjušević, A. Khalilian-Gourtani and Y. Wang, "CDLNet: Noise-Adaptive Convolutional Dictionary Learning Network for Blind Denoising and Demosaicing," in IEEE Open Journal of Signal Processing, vol. 3, pp. 196-211, 2022, doi: 10.1109/OJSP.2022.3172842. pdf, page, code
N. Janjušević, A. Khalilian-Gourtani and Y. Wang, "Gabor is Enough: Interpretable Deep Denoising with a Gabor Synthesis Dictionary Prior," 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), 2022, pp. 1-5, doi: 10.1109/IVMSP54334.2022.9816313. pdf, preprint, page, code
N. Janjušević, A. Khalilian-Gourtani, A. Flinker, Y. Wang. "Fast and Interpretable Nonlocal Neural Networks for Image Denoising via Group-Sparse Convolutional Dictionary Learning" arxiv preprint, 2023. pdf, code
N. Janjušević, A. Khalilian-Gourtani, Y. Wang. "CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning" arxiv preprint, 2021. pdf
N. Janjušević, J. Langner, "UVNA-63 Application Note Calibration Standards and the SOLT Method", Mini-Circuits, 2019. pdf
N. Janjušević, "UVNA-63 Application Note Error Correction", Mini-Circuits, 2019. pdf
(high resolution slides available on request)
Learning Deep Denoisers for Low-Field MRI with Noisy Data, Research Seminar, The Center for Biomedical Imaging (CBI) and Center for Advanced Imaging Innovation and Research (CAIR), February 21st 2024, TRB Seminar Room. abstract, compressed pdf.