COMU
Ruelle de la Lanterne magique 14/L2.03.02
1348 Louvain-la-Neuve
Antonin Descampe
Professeur
- Diploma
Year Label Educational Organization 1999 Candidat ingénieur civil Université catholique de Louvain 2003 Ingénieur civil électricien Université catholique de Louvain 2005 Diplômé d'études approfondies en sciences appliquées Université catholique de Louvain 2008 docteur en sciences de l'ingénieur Université catholique de Louvain 2004 Ingénieur des Arts et Manufactures Ecole Centrale Paris
Previously mainly involved in the field of image and video processing (compression and image retrieval through machine learning), my research interests progressively shifted towards the study of the risks and opportunities of digital technologies for visual communication, and for the media in general. My main focus relates to how automated data processing modifies the relationship between the media and their audiences.
Descampe, Antonin ; Massart, Clément ; Poelman, Simon ; Standaert, François-Xavier ; Standaert, Olivier. Automated News Recommendation in front of Adversarial Examples & the Technical Limits of Transparency in Algorithmic Accountability. In: AI & Society. Journal of Knowledge, Culture and Communication, (2020).
Richter, Thomas ; Fößel, Siegfried ; Descampe, Antonin ; Rouvroy, Gaël. Bayer CFA pattern compression with JPEG XS. In: IEEE Transactions on Image Processing, Vol. 30, no.1, p. 6557-6569 (2021). doi:10.1109/TIP.2021.3095421.
Descampe, Antonin ; Richter, Thomas ; Ebrahimi, Touradj ; Foessel, Siegfried ; Keinert, Joachim ; Bruylants, Tim ; Pellegrin, Pascal ; Buysschaert, Charles ; Rouvroy, Gael. JPEG XS - A New Standard for Visually Lossless Low-Latency Lightweight Image Coding. In: Proceedings of the IEEE, Vol. 109, no. 9, p. 1559-1577 (September 2021). doi:10.1109/jproc.2021.3080916.
Descampe, Antonin ; Standaert, François-Xavier. Transparents mais corruptibles : les algorithmes au défi des comportements « adversariaux » dans le domaine journalistique. In: Les Cahiers du journalisme - Recherches, Vol. 2, no.7, p. R39-R66 (2021). doi:10.31188/CaJsm.2(7).2021.R039.
Richter, Thomas ; Keinert, Joachim ; Foessel, Siegfried ; Descampe, Antonin ; Rouvroy, Gael ; Lorent, Jean-Baptiste. JPEG-XS—A High-Quality Mezzanine Image Codec for Video Over IP. In: SMPTE Motion Imaging Journal, Vol. 127, no.9, p. 39-49 (2018). doi:10.5594/jmi.2018.2862098.
Willème, Alexandre ; Descampe, Antonin ; Lugan, Sébastien ; Macq, Benoît. Quality and Error Robustness Assessment of Low-Latency Lightweight Intra-Frame Codecs for Screen Content Compression. In: IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Vol. 6, no. 4, p. 471-483 (2016). doi:10.1109/JETCAS.2016.2601166.
Goossens, Samuel ; Descampe, Antonin ; Orban de Xivry, Jonathan ; Lee, John Aldo ; Delor, Antoine ; Janssens, Guillaume ; Geets, Xavier. Impact of motion induced artifacts on automatic registration of lung tumors in Tomotherapy. In: Physica Medica, Vol. 31, no. 8, p. 963-968 (2015). doi:10.1016/j.ejmp.2015.07.140.
Descampe, Antonin ; De Vleeschouwer, Christophe ; Vandergheynst, Pierre ; Macq, Benoît. Scalable Feature Extraction for Coarse-to-Fine JPEG2000 Image Classification. In: IEEE Transactions on Image Processing, Vol. 20, no. 9, p. 2636 - 2649 (September 2011). doi:10.1109/TIP.2011.2126584.
Descampe, Antonin ; De Vleeschouwer, Christophe ; Iregui, Marcela ; Macq, Benoît ; Marques, Ferran. Prefetching and caching strategies for remote and interactive browsing of JPEG2000 images. In: IEEE Transactions on Image Processing, Vol. 16, no. 5, p. 1339-1354 (2007). doi:10.1109/TIP.2007.894258.
Descampe, Antonin ; Devaux, Francois-Olivier ; Rouvroy, Gael ; Legat, Jean-Didier ; Quisquater, Jean-Jacques ; Macq, Benoît. A flexible hardware JPEG 2000 decoder for digital cinema. In: IEEE Transactions on Circuits and Systems for Video Technology, Vol. 16, no. 11, p. 1397-1410 (2006). doi:10.1109/TCSVT.2006.884573.
Descampe, Antonin ; De Vleeschouwer, Christophe ; Jacques, Laurent ; Marques, Ferran. "How does digital cinema compress images?". In: T. Dutoit and F. Marques, "Applied Signal Processing - A MATLAB-based approach", Springer, MA, 2009, p. 361-410. 978-0-387-74534-3.
Escouflaire, Louis ; Descampe, Antonin ; Lits, Grégoire ; Fairon, Cédrick. Analyzing the semantic evolution of bias in French news articles using word embeddings. Digital Humanities Benelux 2023 (Brussels, Belgium, du 01/06/2023 au 03/06/2023).
Rotili, Lavinia; ; Descampe, Antonin ; Pignard-Cheynel, Nathalie. Enseigner l'innovation journalistique par la pratique : études de cas belge et suisse. L’avenir de la médiation technologique dans le journalisme et les médias (Université Paris-Panthéon-Assas, 27/06/2023).
Bogaert, Jérémie ; Escouflaire, Louis ; de Marneffe, Marie-Catherine ; Descampe, Antonin ; Standaert, François-Xavier ; Fairon, Cédrick. TIPECS : A corpus cleaning method using machine learning and qualitative analysis. International Conference on Corpus Linguistics (JLC) (Grenoble, France, du 05/07/2023 au 07/07/2023).
Escouflaire, Louis ; Bogaert, Jérémie ; Descampe, Antonin ; Fairon, Cédrick. The RTBF Corpus: a dataset of 750,000 Belgian French news articles published between 2008 and 2021. International Conference on Corpus Linguistics (JLC) (Grenoble, France, du 05/07/2023 au 07/07/2023).
Jacques, Jerry ; Descampe, Antonin ; Claes, Arnaud ; Wiard, Victor. Automated media: key challenges and concepts for reception studies. ECREA 2022 - 9th European Communication Conference (Aarhus, Danemark, du 20/10/2022 au 22/10/2022).
Bogaert, Jérémie ; de Marneffe, Marie-Catherine ; Descampe, Antonin ; Standaert, François-Xavier. Automatic and Manual Detection of Generated News: Case Study, Limitations and Challenges. ICMR '22: International Conference on Multimedia Retrieval (Newark NJ USA, du 27/06/2021 au 30/06/2021). In: MAD '22: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation, 2022. 978-1-4503-9242-6, p. 18-26. doi:10.1145/3512732.3533589.
Escouflaire, Louis ; Descampe, Antonin ; Fairon, Cédrick. Detecting opinion in news. An automated analysis of linguistic subjectivity in French-language press articles. 4th Biennial Conference of the Brussels Institute for Journalism Studies (BIJU) - A true and fair view (Brussels, Belgium, du 08/12/2022 au 09/12/2022).
Escouflaire, Louis ; Descampe, Antonin ; Fairon, Cédrick. L’évolution de la subjectivité linguistique dans le journalisme web du XXIe siècle : analyse d’un corpus belge francophone d’articles de 2010 à 2021. JADT 2022 : 16th International Conference on Statistical Analysis of Textual Data (Naples, Italie, du 06/07/2022 au 08/07/2022).
Descampe, Antonin. Machine learning methods to detect subjectivity in the news press: towards a multimodal approach based on text and images. International Symposium - Augmented Images: New Challenges in the Era of Big Data Algorithms and Digital Environments (Liège, Belgium, du 06/10/2022 au 07/10/2022).
Bogaert, Jérémie ; Carbonnelle, Quentin ; Descampe, Antonin ; Standaert, François-Xavier. Can Fake News Detection be Accountable? The Adversarial Examples Challenge. 41st WIC Symposium on Information Theory in the Benelux (Online, du 20/05/2021 au 21/05/2021).
Richter, Thomas ; Keinert, Joachim ; Descampe, Antonin ; Rouvroy, Gael. Entropy Coding and Entropy Coding Improvements of JPEG XS. 2018 Data Compression Conference (DCC) (Snowbird, UT, du 27/3/2018 au 30/3/2018). In: 2018 Data Compression Conference, IEEE, 2018. 9781538648834. doi:10.1109/dcc.2018.00017.
Richter, Thomas ; Descampe, Antonin ; Keinert, Joachim ; Rouvroy, Gael. Entropy coding, profiles, and levels of JPEG XS. Applications of Digital Image Processing XLI (San Diego, United States, du 19/8/2018 au 23/8/2018). In: Applications of Digital Image Processing XLI, SPIE, 2018. 9781510620759. doi:10.1117/12.2322525.
Mahmoudpour, Saeed ; Viola, Irene ; Fliegel, Karel ; Pospisil, Jakub ; Ebrahimi, Touradj ; Descampe, Antonin ; Schelkens, Peter ; Macq, Benoît ; Willème, Alexandre. Overview of the JPEG XS core coding system subjective evaluations. Applications of Digital Image Processing XLI (San Diego, United States, du 19/8/2018 au 23/8/2018). In: Applications of Digital Image Processing XLI, SPIE, 2018. 9781510620759. doi:10.1117/12.2323435.
Willème, Alexandre ; Macq, Benoît ; Descampe, Antonin ; Gaël Rouvroy. Power-Aware HEVC Compression Through Asymmetric JPEG XS Frame Buffer Compression. 25th IEEE International Conference on Image Processing (ICIP) (Athens, Greece, du 07/10/2018 au 10/10/2018). doi:10.1109/ICIP.2018.8451539.
Descampe, Antonin ; Keinert, Joachim ; Richter, Thomas ; Fößel, Siegfried ; Rouvroy, Gaël. JPEG XS, a new standard for visually lossless low-latency lightweight image compression. Applications of Digital Image Processing XL (San Diego, United States, du 6/8/2017 au 10/8/2017). In: Applications of Digital Image Processing XL, SPIE, 2017. 9781510612495. doi:10.1117/12.2273625.
Willème, Alexandre ; Descampe, Antonin ; Rouvroy, Gaël ; Pellegrin, Pascal ; Macq, Benoît. JPEG XS-based frame buffer compression inside HEVC for power-aware video compression. Applications of Digital Image Processing XL SPIE Optical Engineering + Applications (San Diego, California, USA, du 19/08/2018 au 23/08/2018). doi:10.1117/12.2273170.
Richter, Thomas ; Keinert, Joachim ; Descampe, Antonin ; Rouvroy, Gaël ; Willème, Alexandre. Multi-generation-robust Coding with JPEG XS. IEEE International Symposium on Multimedia (ISM) 2017 (Taichung, Taiwan, du 11/12/2017 au 13/12/2017). doi:10.1109/ISM.2017.12.
Richter, Thomas ; Fößel, Siegfried ; Keinert, Joachim ; Descampe, Antonin. High speed, low-complexity image coding for IP-transport with JPEG XS. SPIE Optical Engineering + Applications (San Diego, California, United States). In: Applications of Digital Image Processing XXXIX, Andrew G. Tescher, 2016. 9781510603332. doi:10.1117/12.2237358.
Gallego Ortiz, Nicolas ; Orban de Xivry, Jonathan ; Descampe, Antonin ; Goossens, Samuel ; Geets, Xavier ; Janssens, Guillaume ; Macq, Benoît. Respiratory motion variations from skin surface on lung cancer patients from 4D CT data. SPIE Medical Imaging (San Diego, California, USA, du 15/02/2014 au 20/02/2014). In: Progress in Biomedical Optics and Imaging, Vol. 9034, p. 90342Y (2014). doi:10.1117/12.2043477.
Savinaud, Mickael ; Malaterre, Mathieu ; Malik, Julien ; Grizonnet, Manuel ; Michel, Julien ; Descampe, Antonin. Open JPEG A Free And Open-Source Solution To Access To The New JPEG2000 Geospatial Products. ESA Living Planet Symposium. In: ESA Special Publication, Vol. 722, no.1, p. 302 (2013).
Descampe, Antonin ; Vandergheynst, Pierre ; De Vleeschouwer, Christophe ; Macq, Benoît. Coarse-to-fine textures retrieval in the JPEG 2000 compressed domain for fast browsing of large image databases. International Workshop on Multimedia Content Representation, Classification and Security (MRCS 2006) (Istanbul(Turkey), Sep 11-13, 2006). In: Lecture Notes in Computer Science, Vol. 4105, p. 282-289 (2006). In: Lecture Notes in Computer Science vol.4105, Proceedings of the International Workshop on Multimedia Content Representation, Classification and Security, Istanbul, Turkey, Springer-verlag Berlin: Berlin, 2006. doi:10.1007/11848035_38.
Descampe, Antonin ; De Vleeschouwer, Christophe ; Iregui, Marcela ; Macq, Benoît ; Marques, Ferran. Pre-fetching strategies for remote and interactive browsing of JPEG2000 images. International Conference on Image Processing (ICIP), (Atlanta, USA, 08-11/10/2006). In: Proceedings of the IEEE International Conference on Image Processing, Atlanta, GA, USA, 2006.
Descampe, Antonin ; Macq, Benoît ; Chevalier, Philippe ; Ou, Jihong. Data prefetching for smooth navigation of large scale jpeg 2000 images. IEEE International Conference on Multimedia and Expo (ICME'05), Amsterdam (Amsterdam, 07-10/07/2005).
Descampe, Antonin ; Devaux, François Olivier. A Flexible, Line-based, JPEG 2000 Decoder for Digital Cinema. 12th IEEE Mediterranean Electrotechnical Conference (MELECON-2004), (Dubrovnik, Croatia, May 2004).
Descampe, Antonin ; Devaux, François Olivier ; Rouvroy, Gaël ; Macq, Benoît ; Legat, Jean-Didier. An efficient FPGA Implementation of a flexible JPEG2000 Decoder for Digital Cinema. EUSIPCO 2004 - Eurasip 2004 European Signal Processing Conference (Vienna, Austria, September 6-10 2004).
Descampe, Antonin. Seamless remote browsing and coarse-to-fine compressed retrieval using a scalable image representation, prom. : Macq, Benoît, 05/03/2008.
Descampe, Antonin ; Macq, Benoît ; Rouvroy, Gaël. A High-Throughput, Pipelined Architecture for the JPEG 2000 MQ Decoder, 2005.
Descampe, Antonin. Flexible Representations of Large Image Data Spaces: from Implementations to Applications, 2005.
Willeme, Alexander ; Descampe, Antonin ; Rouvroy, Gaël ; Pellegrin, Pascal ; Macq, Benoît. Motion compensation reference frame compression. .
El Khoury, Karim ; Pellegrin, Pascal ; Descampe, Antonin ; Lugan, Sébastien ; Macq, Benoît. Sensor-aided block matching algorithm for translational motion estimation through a depth map, 2020.