Hao Tang, Ningfeng Que, Yanwen Tian, Mingzhe Li, Alessandro Perelli, Yueyang Teng (2025) MLAR-UNet: LDCT image denoising based on U-Net with multiple lightweight attention-based modules and residual reinforcement Physics in Medicine & Biology Crossref. (doi: 10.1088/1361-6560/adb19a)

Alzahra Altalib, Scott McGregor, Chunhui Li, Alessandro Perelli (2025) Synthetic CT Image Generation From CBCT: A Systematic Review IEEE Transactions on Radiation and Plasma Medical Sciences Crossref. (doi: 10.1109/TRPMS.2025.3533749)

Hang Xu, Alessandro Perelli (2024) Rotational Augmented Noise2Inverse for Low-Dose Computed Tomography Reconstruction IEEE Transactions on Radiation and Plasma Medical Sciences Crossref. (doi: 10.1109/TRPMS.2023.3340955)

Alexandre Bousse, Venkata Sai Sundar Kandarpa, Simon Rit, Alessandro Perelli, Mengzhou Li, Guobao Wang, Jian Zhou, Ge Wang (2024) Systematic Review on Learning-Based Spectral CT IEEE Transactions on Radiation and Plasma Medical Sciences Crossref. (doi: 10.1109/TRPMS.2023.3314131)

Zhihan Wang, Alexandre Bousse, Franck Vermet, Jacques Froment, Béatrice Vedel, Alessandro Perelli, Jean-Pierre Tasu, Dimitris Visvikis (2024) Uconnect: Synergistic Spectral CT Reconstruction With U-Nets Connecting the Energy Bins IEEE Transactions on Radiation and Plasma Medical Sciences Crossref. (doi: 10.1109/TRPMS.2023.3330045)

V S S Kandarpa, Alessandro Perelli, Alexandre Bousse, Dimitris Visvikis (2022) LRR-CED: low-resolution reconstruction-aware convolutional encoder–decoder network for direct sparse-view CT image reconstruction Physics in Medicine & Biology Crossref. (doi: 10.1088/1361-6560/ac7bce)

Alessandro Perelli, Suxer Alfonso Garcia, Alexandre Bousse, Jean-Pierre Tasu, Nikolaos Efthimiadis, Dimitris Visvikis (2022) Multi-channel convolutional analysis operator learning for dual-energy CT reconstruction Physics in Medicine & Biology Crossref. (doi: 10.1088/1361-6560/ac4c32)

Alessandro Perelli, Martin S. Andersen (2021) Regularization by denoising sub-sampled Newton method for spectral CT multi-material decomposition Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences Crossref. (doi: 10.1098/rsta.2020.0191)

Alessandro Perelli, Michael Lexa, Ali Can, Mike E. Davies (2020) Compressive Computed Tomography Reconstruction through Denoising Approximate Message Passing SIAM Journal on Imaging Sciences Crossref. (doi: 10.1137/19M1310013)

Jonathan H Mason, Alessandro Perelli, William H Nailon, Mike E Davies (2018) Quantitative cone-beam CT reconstruction with polyenergetic scatter model fusion Physics in Medicine & Biology Crossref. (doi: 10.1088/1361-6560/aae794)

Gabor Hannak, Alessandro Perelli, Norbert Goertz, Gerald Matz, Mike E. Davies (2018) Performance Analysis of Approximate Message Passing for Distributed Compressed Sensing IEEE Journal of Selected Topics in Signal Processing Crossref. (doi: 10.1109/JSTSP.2018.2850754)

Jonathan H Mason, Alessandro Perelli, William H Nailon, Mike E Davies (2017) Polyquant CT: direct electron and mass density reconstruction from a single polyenergetic source Physics in Medicine & Biology Crossref. (doi: 10.1088/1361-6560/aa9162)

Alessandro Perelli, Luca De Marchi, Luca Flamigni, Alessandro Marzani, Guido Masetti (2015) Best basis compressive sensing of guided waves in structural health monitoring Digital Signal Processing Crossref. (doi: 10.1016/j.dsp.2015.04.001)

Di Ianni, T., De Marchi, L., Perelli, A., Marzani, A. (2015) Compressive sensing of full wave field data for structural health monitoring applications IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control Scopus - Elsevier. (doi: 10.1109/TUFFC.2014.006925)

Perelli, A., De Marchi, L., Marzani, A., Speciale, N. (2014) Frequency warped cross-wavelet multiresolution analysis of guided waves for impact localization Signal Processing Scopus - Elsevier. (doi: 10.1016/j.sigpro.2013.05.008)

De Marchi, L., Perelli, A., Marzani, A. (2013) A signal processing approach to exploit chirp excitation in Lamb wave defect detection and localization procedures Mechanical Systems and Signal Processing Scopus - Elsevier. (doi: 10.1016/j.ymssp.2012.10.018)

Perelli, A., Ianni, T., Marzani, A., De Marchi, L., Masetti, G. (2013) Model-based compressive sensing for damage localization in lamb wave inspection IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control Scopus - Elsevier. (doi: 10.1109/TUFFC.2013.2799)

Perelli, A., De Marchi, L., Marzani, A., Speciale, N. (2012) Acoustic emission localization in plates with dispersion and reverberations using sparse PZT sensors in passive mode Smart Materials and Structures Scopus - Elsevier. (doi: 10.1088/0964-1726/21/2/025010)

Lan Jiang, Yuchao Zheng, Miao Yu, Haiqing Zhang, Fatemah Aladwani, Alessandro Perelli (2024) Multimodal 3D Brain Tumor Segmentation with Adversarial Training and Conditional Random Field University of Dundee. (doi: 10.48550/arXiv.2411.14418)

Jiandong Wang, Alessandro Perelli (2024) End-to-End Model-based Deep Learning for Dual-Energy Computed Tomography Material Decomposition University of Dundee. (doi: 10.48550/arXiv.2406.00479)

Jiandong Wang, Alessandro Perelli (2024) End-to-End Model-Based Deep Learning for Dual-Energy Computed Tomography Material Decomposition 2024 IEEE International Symposium on Biomedical Imaging (ISBI) University of Dundee. ISBN 9798350313345 (doi: 10.1109/ISBI56570.2024.10635736)

Altmann, Y., Perelli, A., Davies, M.E. (2019) Expectation-propagation Algorithms for Linear Regression with Poisson Noise: Application to Photon-limited Spectral Unmixing ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings Scopus - Elsevier. ISSN 15206149 (doi: 10.1109/ICASSP.2019.8682479)

Kaushik, A., Vlachos, E., Thompson, J., Perelli, A. (2018) Efficient channel estimation in millimeter wave hybrid MIMO systems with low resolution ADCs European Signal Processing Conference Scopus - Elsevier. ISSN 22195491 (doi: 10.23919/EUSIPCO.2018.8553303)

Perelli, A., Davies, M.E. (2017) Multi denoising approximate message passing for optimal recovery with lower computational cost 25th European Signal Processing Conference, EUSIPCO 2017 Scopus - Elsevier. (doi: 10.23919/EUSIPCO.2017.8081586)

Perelli, A., Lexa, M.A., Can, A., Davies, M.E. (2016) CT reconstruction via denoising approximate message passing Proceedings of SPIE - The International Society for Optical Engineering Scopus - Elsevier. ISSN 1996756X 0277786X (doi: 10.1117/12.2224147)

Perelli, A., Davies, M.E. (2015) Compressive computed tomography image reconstruction with denoising message passing algorithms 2015 23rd European Signal Processing Conference, EUSIPCO 2015 Scopus - Elsevier. (doi: 10.1109/EUSIPCO.2015.7362896)

Di Ianni, T., Perelli, A., De Marchi, L., Marzani, A. (2014) Compressive sensing for full wavefield image recovery in structural monitoring applications 7th European Workshop on Structural Health Monitoring, EWSHM 2014 - 2nd European Conference of the Prognostics and Health Management (PHM) Society Scopus - Elsevier.

De Marchi, L., Perelli, A., Testoni, N., Marzani, A., Brunelli, D., Benini, L. (2013) A small, light, and low-power passive node sensor for SHM of composite panels Structural Health Monitoring 2013: A Roadmap to Intelligent Structures - Proceedings of the 9th International Workshop on Structural Health Monitoring, IWSHM 2013 Scopus - Elsevier.

Perelli, A., De Marchi, L., Marzani, A., Freear, S. (2013) Compressive sensing for damage detection in composite aircraft wings Structural Health Monitoring 2013: A Roadmap to Intelligent Structures - Proceedings of the 9th International Workshop on Structural Health Monitoring, IWSHM 2013 Scopus - Elsevier.

Perelli, A., Harput, S., De Marchi, L., Freear, S. (2013) Compressive sensing with frequency warped compensation for damage detection in composite plate IEEE International Ultrasonics Symposium, IUS Scopus - Elsevier. (doi: 10.1109/ULTSYM.2013.0041)

Perelli, A., Caione, C., De Marchi, L., Brunelli, D., Marzani, A., Benini, L. (2013) Design of a low-power structural monitoring system to locate impacts based on dispersion compensation Proceedings of SPIE - The International Society for Optical Engineering Scopus - Elsevier. (doi: 10.1117/12.2009631)

Perelli, A., Caione, C., De Marchi, L., Brunelli, D., Marzani, A., Benini, L. (2013) Design of an ultra-low power device for aircraft structural health monitoring Proceedings -Design, Automation and Test in Europe, DATE Scopus - Elsevier.

Perelli, A., Harput, S., De Marchi, L., Freear, S. (2013) Frequency warping compressive sensing for structural monitoring of aircraft wing 2013 18th International Conference on Digital Signal Processing, DSP 2013 Scopus - Elsevier. (doi: 10.1109/ICDSP.2013.6622668)

De Marchi, L., Marzani, A., Miniaci, M., Perelli, A., Testoni, N. (2013) Localization of defects in irregular waveguides by dispersion compensation and pulse compression Proceedings of SPIE - The International Society for Optical Engineering Scopus - Elsevier. (doi: 10.1117/12.2008688)

Perelli, A., De Marchi, L., Flamigni, L., Marzani, A., Speciale, N. (2013) Wavelet best basis compressed sensing of ultrasonic guided waves Proceedings of SPIE - The International Society for Optical Engineering Scopus - Elsevier. (doi: 10.1117/12.2009683)

Perelli, A., Di Ianni, T., De Marchi, L., Testoni, N., Speciale, N. (2012) Compressive Sensing with warped frequency models in lamb waves damage detection procedures IEEE International Ultrasonics Symposium, IUS Scopus - Elsevier. (doi: 10.1109/ULTSYM.2012.0038)

De Marchi, L., Marzani, A., Perelli, A., Testoni, N., Speciale, N. (2012) Guided waves characterization of bamboo fibers reinforced composites AIP Conference Proceedings Scopus - Elsevier. (doi: 10.1063/1.3703224)

Perelli, A., De Marchi, L., Marzani, A., Speciale, N. (2012) Passive impacts localization based on dispersion compensation and cross-correlated signals wavelet analysis AIP Conference Proceedings Scopus - Elsevier. (doi: 10.1063/1.3703220)

Perelli, A., De Marchi, L., Baravelli, E., Marzani, A., Speciale, N. (2011) Warped-Wigner-Hough transformation of lamb waves for automatic defect detection IEEE International Ultrasonics Symposium, IUS Scopus - Elsevier. (doi: 10.1109/ULTSYM.2011.0266)

Lan Jiang, Yuchao Zheng, Miao Yu, Haiqing Zhang, Fatemah Aladwani, Alessandro Perelli (2024) Multimodal 3D Brain Tumor Segmentation with Adversarial Training and Conditional Random Field Crossref. (doi: 10.1007/978-3-031-66955-2_5)

Fatemah Aladwani, Alessandro Perelli (2023) Learned Multi-level Wavelet for Fast MRI Reconstruction SINAPSE 2023 ASM, Glasgow, United Kingdom, 14/06/23 University of Dundee.

Alessandro Perelli, Carola-Bibiane Schönlieb, Matthias Ehrhardt (2023) Multiresolution image domain sketching for inverse imaging problems SIAM Conference on Optimization (OP23), Seattle, United States, 31/05/23 University of Dundee.

V. S. S. Kandarpa, A. Bousse, T. Merlin, A. Perelli, S. Xue, R. Ma, Y. Li, H. Sari, A. Rominger, D. Visvikis (2022) C-DenseNet 2022 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room Temperature Semiconductor Detector Conference, Milan, Italy, 5/11/22 University of Dundee.

Mason, J., Perelli, A., Nailon, W., Davies, M. (2017) Can planning images reduce scatter in follow-up cone-beam CT? arXiv Scopus - Elsevier. ISSN 23318422

Mason, J.H., Perelli, A., Nailon, W.H., Davies, M.E. (2017) Quantitative electron density CT imaging for radiotherapy planning Communications in Computer and Information Science Scopus - Elsevier. ISSN 18650929 (doi: 10.1007/978-3-319-60964-5_26)

De Marchi, L., Testoni, N., Perelli, A., Marzan, A. (2013) Extension of lamb waves defect location techniques to the case of low power excitation by compressing chirped interrogating pulses Key Engineering Materials Scopus - Elsevier. (doi: 10.4028/www.scientific.net/KEM.569-570.940)

Rotili, R., De Simone, C., Perelli, A., Cifani, S., Squartini, S. (2010) Joint multichannel blind speech separation and dereverberation: A real-time algorithmic implementation Communications in Computer and Information Science Scopus - Elsevier. (doi: 10.1007/978-3-642-14831-6_12)