Personal profile
Biography
Abderrahim Halimi is an Assistant Professor within the School of Engineering and Physical Sciences and a recipient of a 5 years Research Fellowship from the Royal Academy of Engineering. He received the Eng. degree in Electronic from the National Polytechnic school of Algiers, Algeria, in 2009 and the M.Sc. and Ph.D. degrees in Signal Processing from the National Polytechnic Institute of Toulouse in 2010 and 2013, respectively. From October 2013 to September 2015, He was a Post-Doctoral Research Associate with the University of Toulouse and the University of Technology of Troyes, France, under the support of the HYPANEMA ANR Project. From 2015 to 2018, He was a Post-Doctoral Research Associate within the Institute of Photonics and Quantum Sciences at Heriot-Watt University. Since 2018, He is an Assistant Professor and RAEng Research Fellow within the School of Engineering and Physical Sciences in Heriot-Watt University.
He is a senior member of the Institute of Electrical and Electronics Engineers (IEEE), IEEE Geoscience and Remote Sensing Society and IEEE Signal Processing Society. He is an elected member of the EURASIP Technical Area Committees: Theoretical and Methodological Trends in Signal Processing (TMTSP, since 2019), and Signal Processing for Multisensor Systems (SPMuS, since 2022) and Associate Editor of Digital Signal Processing-Elsevier since 2022. He obtained several awards including a PhD prize, an SRP-PECRE fund, and he is currently the recipient of a 5 years Research Fellowship from the Royal Academy of Engineering.
Research interests
His research activities focus on statistical signal and image processing, with a particular interest in Bayesian inverse problems and model based deep-learning with applications to remote sensing (hyperspectral imaging, satellite altimetry), single-photon depth imaging and medical imaging.
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Collaborations and top research areas from the last five years
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DTU-Net: A Multi-Scale Dilated Transformer Network for Nonlinear Hyperspectral Unmixing
Wang, C., Gao, J., Zhu, F., Halimi, A. & Richard, C., 2026, In: IEEE Transactions on Geoscience and Remote Sensing. 64, 5502917.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Link opens in a new tab Citations (Scopus)1 Downloads (Pure) -
Human activity recognition at a kilometer range using single-photon LiDAR
Plosz, S., Tobin, R., McCarthy, A., Wade, E., Scholes, S., Soan, P. J., Halimi, A., Buller, G. S. & Leach, J., 9 Mar 2026, In: Optics Express. 34, 5, p. 8323-8339 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile12 Downloads (Pure) -
A Bayesian Approach for 3D Guided Video Super-Resolution of Single-Photon Lidar Data
Halimi, A. & McLaughlin, S., 16 Jul 2025, 2025 IEEE Statistical Signal Processing Workshop. IEEE, p. 16-20 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile91 Downloads (Pure) -
Addressing Class Scarcity and Imbalance for Few-Shot Detection of Wind Turbine Blade Surface Defects
Gohar, I., Halimi, A., Weng Kean, D. Y. & See, J., 4 Nov 2025, International symposium on intelligent signal processing and communication systems 2025. IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile3 Downloads (Pure) -
A multiscale Bayesian approach to quantification and denoising of energy-dispersive x-ray data
Torruella, P., Halimi, A., Tovaglieri, L., Lichtensteiger, C., Alexander, D. T. L. & Hébert, C., Jun 2025, In: Machine Learning: Science and Technology. 6, 2, 025043.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)14 Downloads (Pure)
Datasets
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Real-time, low-cost multi-person 3D pose estimation
Leach, J. (Creator), Ruget, A. (Creator) & Halimi, A. (Creator), Heriot-Watt University, 2021
DOI: 10.17861/e85a6eae-13f9-4bcd-9dff-73f8107c09a2
Dataset
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Results for the paper "Object Depth Profile and Reflectivity Restoration from Sparse Single-Photon Data Acquired in Underwater Environments"
Halimi, A. (Creator), Heriot-Watt University, 2017
Dataset
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Dataset for Robust super-resolution depth imaging via a multi-feature fusion deep network
Leach, J. (Creator), Gyongy, I. (Creator), Ruget, A. (Creator), Halimi, A. (Creator), Henderson, R. K. (Creator) & McLaughlin, S. (Creator), Heriot-Watt University, 20 Nov 2020
DOI: 10.17861/2630a2a6-7a68-4d46-9e74-6d604edf599b
Dataset
Prizes
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Royal Academy of Engineering Research Fellowship
Halimi, A. (Recipient), 1 Oct 2018
Prize: Fellowship awarded competitively
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IEEE Signal Processing Letters (Journal)
Halimi, A. (Editorial board member)
Aug 2025 → …Activity: Publication peer-review and editorial work › Editorial activity
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Computer Journal (Journal)
Halimi, A. (Editorial board member)
Nov 2024 → …Activity: Publication peer-review and editorial work › Editorial activity
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Signal Processing (Journal)
Halimi, A. (Editorial board member)
Dec 2023 → …Activity: Publication peer-review and editorial work › Editorial activity
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Digital Signal Processing (Journal)
Halimi, A. (Editorial board member)
2022 → 2025Activity: Publication peer-review and editorial work › Editorial activity
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EURASIP Technical Area Committees: Signal Processing for Multisensor Systems (SPMuS) (External organisation)
Halimi, A. (Member)
2022 → …Activity: Membership › Membership of committee