Talks | GAIM

Model-Based Optimization Meets Deep Learning in Image Analysis, Plenary Talk, the 11th European Workshop on Visual Information Processing EUVIP 2023, Gjøvik, Norway on September 11-14, 2023.
Digital Image Processing and het Lam Gods, Keynote lecture, Study Day on the Analysis of Cultural Heritage with AI, VAIA - Flanders AI Academy, 25 March 2022.
Artificial intelligence in art conservation and preservation: Experience from the Ghent Altarpiece, Invited talk, Technical Art History Series: Digital Imaging Methods for Cultural Heritage, organized by the Rijksmuseum, the Computational Imaging group at CWI Amsterdam, and the Venice Centre for Digital and Public Humanities, 25 May 2021. YouTube video
Artificial Intelligence in Art Preservation and Conservation: Experience from the Ghent Altarpiece, Webinar, AI & ARTS Initiative of the Alan Turing Institute (UK), 23 April 2021. YouTube video
AI systems for computer vision: Challenges in high-dimensional and multimodal image analysis, Invited talk. AI for Photonics, 5 February 2021, Ghent, Belgium.
Sparse coding and deep learning in the analysis of hyperspectral images in remote sensing, Keynote lecture, Machine Learning for Earth Observation MACLEAN 2020, in Conjunction with the ECML/PKDD 2020, Ghent, Belgium, 18 September 2020, (video).
Sparse optimization and machine learning in image reconstruction, Plenary Talk, Second Annual Meeting B-Q-Minded (H2020 Marie Sklodowska-Curie Actions), Siemens Healthineers, Belgium, January 29-30, 2020.
For Karen’s anniversary - Sparse Coding and Machine Learning in High-dimensional and Multimodal Image Processing, Plenary talk, Karen Eguiazarian’s 60th anniversary celebration Tampere, Finland, 10 January 2020.
Sparse Coding and Machine Learning in High-dimensional and Multimodal Image Processing, Keynote lecture, Multi-source data analysis (MSDA) workshop, Prague, 25-26 November 2019.
Image Reconstruction Tutorial: Part 1: Sparse optimization and learning approaches and Part 2: Computed Tomography (CT) reconstruction. Tutorial, Yearly workshop FWO–WOG Turning images into value through statistical parameter estimation, Ghent, Belgium, 20 September 2019.
Multimodal Image Processing and Machine Learning in Computer Vision, Invited Talk, IEEE Joint Section Serbia and Montenegro Meeting, University of Novi Sad, 21 December 2018.
Signal Processing and Machine Learning in Art Conservation, Invited Talk, Cambridge Image Analysis Seminars, University of Cambridge, 20 November 2018.
Sparse Coding and Multimodal Dictionary Learning in Computer Vision. Plenary Lecture. Mathematics for Big Data Workshop, ECMI, May 31 - June 1, 2017, Novi Sad, Serbia
Emerging Tools in Digital Image Processing and Selected Applications Ranging from Medical imaging to Art Investigation. Seminar of the Serbian Academy of Sciences, March 30, 2016, Novi Sad, Serbia.
Digital Image Processing of the Ghent Altarpiece: Supporting the painting’s study and conservation treatment. Rijksmuseum Biennial Workshop on Future Directions In Computational Art History, Rijksmuseum, June 21-23, 2015, Amsterdam, the Netherlands.
Patch based digital image processing – Principles and selected applications. IEICE Information and Communication Technol. Forum (ICTF), June 3-5, 2015, Manchester, UK.
Visual pattern encoding on the Poincaré sphere. UCL-Duke Workshop on Sensing and Analysis of High-Dimensional Data , Sep 4-5, 2014, London, UK.
Graphical models and message passing in sparse signal recovery. First Workshop on Optimization for Image and Signal Processing , Nov 18-20, 2013, Paris, France.
On local regularity estimation using Average Cone Ratio with applications in signal and image processing. Séminaire Cristolien d’Analyse Multifractale, Centre de Mathématiques, Université de Marne-la-Vallée. Jan 17, 2013, Paris, France.
Deciphering Lam Gods. TEDxGent. June 16, 2012, Ghent, Belgium.
Advances and Challenges in Image and Video Restoration. South China University of Technology, May 6, 2012, Guangzhou, China.
Digitazition and Mathematical Analysis of Pearls and Material Representation in “Het Lam Gods”. Het Lam Gods Series of Lectures organized by the Centre for Studying Christian Traditions, Nov 8, 2011, Ghent, Belgium.
Sparse Representations in Image Restoration and Reconstruction. University of Novi Sad, Nov 2, 2011, Novi Sad, Serbia.
On structured sparsity and selected applications in tomographic imaging . SPIE Conference Wavelets and Sparsity XIV, Aug 21-25, 2011, San Diego, CA, USA.
Spatial context modeling in multiresolution image denoising. International Symposium Wavelets in Gembloux organized by FNRS Contact Group “Wavelets and Applications”, Dec 4, 2009, Gembloux, Belgium.
On spatial priors in multiresolution image denoising: from local spatial activity indicators to MRF and MPGSM models. International Workshop Approximation and Optimization in Image Restoration and Reconstruction, June 8-12, 2009, Porquerolles, France.
Image and Video Denoising. IBBT Friday Food Invited Talk. Gent, Belgium, Oct 2008.
Invited Tutorial. Imager Design Forum: Noise in Imaging Systems, Tutorial Noise Reduction. IEEE International Solid State Circuit Conference, Feb 15, 2007, San Francisco, CA, USA.
Advanced multiresolution techniques for image and video denoising. MEDISIP Seminar, Ghent University, March 27, 2007.
Wavelet based image denoising. Université de Bourgogne, Le Creusot, France, January 12, 2006.
Wavelet domain denoising of single-band and multi-band images adapted to the probability of the presence of features of interest. SPIE Conference Wavelets XI, July 31- Aug 4, 2005, San Diego, California, USA.
Wavelet domain image and video denoising and applications in medical imaging. Institute for Mathematics and Computer Science, University of Groningen, The Netherlands, September 19, 2005.
Multiscale statistical image models and Bayesian methods. SPIE Conference Wavelet Applications in Industrial Processing, Oct 27-31 2003, Providence, Rhode Island, USA.
Image and video denoising using wavelets and spatial context modeling. Vision Lab, University of Antwerp, April 2, 2004.
Real-time video denoising. University of Novi Sad, Serbia, 2. February 2004.
Wavelets in Image Denoising. Wavelet Seminar, University of Groningen, The Netherlands, November 17, 2000.