Algebraic Properties of the Primitive Idempotent in Clifford Analysis
Hilde De Ridder, Hennie De Schepper, Alí Guzmán Adán, and Srđan Lazendić
Advances in Applied Clifford Algebras, 36, Article 10, 2026.
How can Machine Learning aid in understanding copepod dynamics in a changing North Sea?
Kaj Petersen, Jana Asselman, Colin Janssen, Srđan Lazendić, and Ilias Semmouri
Book of Abstracts: VLIZ Marine Science Day 2025, VLIZ Special Publication 94, p. 119, 2025.
A Deep Active Learning Framework for Crack Detection in Digital Images of Paintings
Nicolas Nadisic, Yoann Arhant, Niels Vyncke, Sebastiaan Verplancke, Srđan Lazendić, and Aleksandra Pižurica
Procedia Structural Integrity, 64, pp. 2173–2180, 2024.Presented in the context of the 7th International Conference on Smart Monitoring, Assessment and Rehabilitation of Civil Structures (SMAR 2024).
DOI: 10.1016/j.prostr.2024.09.331
Sample Size Effect on Musculoskeletal Segmentation: How Low Can We Go?
Roel Huysentruyt, Ide Van den Borre, Srđan Lazendić, Kate Duquesne, Aline Van Oevelen, Jing Li, Arne Burssens, Aleksandra Pižurica, and Emmanuel Audenaert
Electronics, 13(10), Article 1870, 2024.
On Interpretability of CNNs for Multimodal Medical Image Segmentation
Srđan Lazendić, Jens Janssens, Shaoguang Huang, and Aleksandra Pižurica
Proceedings of the 30th European Signal Processing Conference (EUSIPCO 2022), pp. 1417–1421, 2022.
The Euler–Bernoulli Equation with Distributional Coefficients and Forces
Robin Blommaert, Srđan Lazendić, and Ljubica Oparnica
Computers & Mathematics with Applications, 123, pp. 171–183, 2022.
DOI: 10.1016/j.camwa.2022.08.011
Multimodal Extension of the ML-CSC Framework for Medical Image Segmentation
Jens Janssens, Srđan Lazendić, Shaoguang Huang, and Aleksandra Pižurica
12th International Symposium on Image and Signal Processing and Analysis (ISPA 2021), pp. 91–96, 2021.
Acoustic Seafloor Classification Using the Weyl Transform of Multibeam Echosounder Backscatter Mosaic
Ting Zhao, Giacomo Montereale Gavazzi, Srđan Lazendić, Yuxin Zhao, and Aleksandra Pižurica
Remote Sensing, 13(9), Article 1760, 2021.
On Extending the ADMM Algorithm to the Quaternion Algebra Setting
Srđan Lazendić, Hendrik De Bie, and Aleksandra Pižurica
IEICE Information and Communication Technology Forum, IEICE Proceeding Series 64, 2021.
ℓ₀ and ℓ₁ Approaches to Sparse Coding of Octonion Valued Signals
Srđan Lazendić, Hendrik De Bie, and Aleksandra Pižurica
International Traveling Workshop on Interactions between Low-Complexity Data Models and Sensing Techniques (iTWIST 2020), Nantes, France, 2020.
Classification of Multibeam Sonar Image Using the Weyl Transform
Ting Zhao, Srđan Lazendić, Yuxin Zhao, Giacomo Ottaviano Andrea Montereale Gavazzi, and Aleksandra Pižurica
In Image Processing and Communications: Techniques, Algorithms and Applications, Advances in Intelligent Systems and Computing, Vol. 1062, Springer, pp. 206–213.
Hypercomplex Algebras for Dictionary Learning
Srđan Lazendić, Aleksandra Pižurica, and Hendrik De Bie
Early Proceedings of the AGACSE 2018 Conference, Unicamp/IMECC, Campinas, Brazil, pp. 57–64, 2018.
Octonion Sparse Representation for Color and Multispectral Image Processing
Srđan Lazendić, Hendrik De Bie, and Aleksandra Pižurica
Proceedings of the 26th European Signal Processing Conference (EUSIPCO 2018), pp. 608–612, 2018.
The Characteristics of the Scrap Car Tires as Fuel
Milan Milotić, Dragan Đuranović, and Srđan Lazendić
Termotehnika, 42(1), pp. 65–71, 2016.
Over the course of my academic career, I participated in numerous international conferences, workshops, research schools, and scientific meetings, including:
30th European Signal Processing Conference (EUSIPCO 2022), Belgrade, Serbia, 29 August–2 September 2022
IEICE Information and Communication Technology Forum (ICTF 2020), Niš, Serbia, 10–11 September 2020
International Conference on Generalized Functions (GF2020), Ghent, Belgium, 31 August–4 September 2020
12th International Conference on Clifford Algebras and Their Applications in Mathematical Physics (ICCA12), Hefei, China, 3–7 August 2020
Topics in Fractional Calculus and Time-Frequency Analysis, Novi Sad, Serbia, 16–17 June 2020
International Conference on Fractional Calculus, Ghent, Belgium, 9–10 June 2020
FWO International Research Network Workshop: Turning Images into Value through Statistical Parameter Estimation, Ghent, Belgium, 20 September 2019
Quaternioni sul Conero II, Ancona, Italy, 12–13 September 2019
International Congress on Industrial and Applied Mathematics (ICIAM 2019), Valencia, Spain, 15–19 July 2019
26th European Signal Processing Conference (EUSIPCO 2018), Rome, Italy, 3–7 September 2018
7th Conference on Applied Geometric Algebras in Computer Science and Engineering (AGACSE 2018), Campinas, Brazil, 23–27 July 2018
6th International Workshop on Image Processing for Art Investigation (IP4AI), Ghent, Belgium, 21–22 June 2018
11th International Conference on Clifford Algebras and Their Applications in Mathematical Physics (ICCA11), Ghent, Belgium, 7–11 August 2017
22nd European Intensive Course on Complex Analysis, its Generalizations and Applications, Aveiro, Portugal, 3–7 April 2017
18th Annual Workshop on Applications and Generalizations of Complex Analysis, Aveiro, Portugal, 31 March–1 April 2017
On Extending the ADMM Algorithm to the Quaternion Algebra Setting
Oral presentation, ICTF 2020, Niš, Serbia, 11 September 2020.
Distributed Order Fractional Wave Equations with Irregular Coefficients
Oral presentation, International Conference on Generalized Functions (GF2020), Ghent, Belgium, 4 September 2020.
Sparse Coding of Octonion Valued Signals: From Theory to Applications
Invited speaker, minisymposium Geometric Calculi and Deep Learning: A Long-Term Relationship, ICCA12, Hefei, China, 4 August 2020.
Sparse Models and Their Connection to Deep Learning
Seminar talk, Ghent Analysis and PDE Group, Ghent, Belgium, 11 December 2019.
Octonion Sparse Representation Model for Multichannel Image Processing
Poster presentation, FWO International Research Network Workshop, Ghent, Belgium, 20 September 2019.
Hypercomplex Algebras for Art Investigation
Speaker, minisymposium Systems, Patterns and Data Engineering with Geometric Calculi, ICIAM 2019, Valencia, Spain, 16 July 2019.
Octonion Sparse Representation for Color and Multispectral Image Processing
Oral presentation, EUSIPCO 2018, Rome, Italy, 4 September 2018.
Hypercomplex Algebras for Dictionary Learning
Plenary lecture as recipient of the David Hestenes Prize, AGACSE 2018, Campinas, Brazil, 26 July 2018.
Clifford Algebras and Their Applications
Seminar talk, Centre for Mathematical Research of Nonlinear Phenomena, University of Novi Sad, Serbia, 10 October 2017.
Clifford Dictionary Learning for Color Image Processing
Oral presentation, ICCA11, Ghent, Belgium, 8 August 2017.