Journal Articles

1. Sayez, Niels; De Vleeschouwer, Christophe; Delouille, Véronique; Bechet, Sabrina; Lefèvre, Laure. SunSCC: Segmenting, Grouping and Classifying Sunspots From Ground-Based Observations Using Deep Learning. In: Journal of Geophysical Research: Space Physics, Vol. 128, no.12 (2023). doi:10.1029/2023JA031548. http://hdl.handle.net/2078.1/281189

2. Léger, Jean; Leyssens, Lisa; Kerckhofs, Greet; De Vleeschouwer, Christophe. Ensemble learning and test-time augmentation for the segmentation of mineralized cartilage versus bone in high-resolution microCT images. In: Computers in Biology and Medicine, Vol. 148, no.-, p. 105932 (2022). doi:10.1016/j.compbiomed.2022.105932. http://hdl.handle.net/2078.1/264450

3. Aygun, Sercan; Gunes, Ece Olcay; De Vleeschouwer, Christophe. Efficient and robust bitstream processing in binarised neural networks. In: Electronics Letters, Vol. 57, no.5, p. 219-222 (2021). doi:10.1049/ell2.12045. http://hdl.handle.net/2078.1/250245

4. Léger, Jean; Brion, Eliott; Desbordes, Paul; De Vleeschouwer, Christophe; Lee, John Aldo; Macq, Benoît. Cross-domain data augmentation for deep-learning-based male pelvic organ segmentation in cone beam CT. In: Applied Sciences, (2020). (Accepté/Sous presse). http://hdl.handle.net/2078.1/226998

5. Pinte, Nicolas; Parisot, Pascaline; Martin, Ulrich; Zintzen, Vincent; De Vleeschouwer, Christophe; Roberts, Clive D.; Mallefet, Jérôme. Ecological features and swimming capabilities of deep-sea sharks from New Zealand. In: Deep Sea Research Part I: Oceanographic Research Papers, Vol. 156, no.-, p. 103187 (2020). doi:10.1016/j.dsr.2019.103187. http://hdl.handle.net/2078.1/226757

6. Ancuti, Cosmin; Ancuti, Codruta O.; De Vleeschouwer, Christophe; Bovik, Alan C. Day and Night-Time Dehazing by Local Airlight Estimation. In: IEEE Transactions on Image Processing, Vol. 29, no.1, p. 6264-6275 (2020). doi:10.1109/tip.2020.2988203. http://hdl.handle.net/2078.1/229890

7. Ancuti, Codruta O.; Ancuti, Cosmin; De Vleeschouwer, Christophe; Sbert, Mateu. Color Channel Compensation (3C): A Fundamental Pre-Processing Step for Image Enhancement. In: IEEE Transactions on Image Processing, Vol. 29, no.2, p. 2653-2665 (2020). doi:10.1109/tip.2019.2951304. http://hdl.handle.net/2078.1/226758

8. Ancuti, Codruta Orniana; Ancuti, Cosmin; De Vleeschouwer, Christophe; Sbetr, Mateu. Color Channel Transfer for Image Dehazing. In: IEEE Signal Processing Letters, Vol. 26, no.9, p. 1413-1417 (2019). doi:10.1109/lsp.2019.2932189. http://hdl.handle.net/2078.1/219126

9. Stamatopoulou, Vassiliki; Parisot, Pascaline; De Vleeschouwer, Christophe; Lafontaine, Denis L. J. Use of the iNo score to discriminate normal from altered nucleolar morphology, with applications in basic cell biology and potential in human disease diagnostics. In: Nature Protocols, Vol. 13, no.10, p. 2387-2406 (2018). doi:10.1038/s41596-018-0044-3. http://hdl.handle.net/2078.1/203723

10. Ancuti, Cosmin; Ancuti, Codruta O.; De Vleeschouwer, Christophe; Sbert, Mateu. Decolorization by Fusion. In: IEEE Access, Vol. 6, p. 64071-64084 (2018). doi:10.1109/access.2018.2876373. http://hdl.handle.net/2078.1/207712

11. Ancuti, Codruta O.; Ancuti, Cosmin; De Vleeschouwer, Christophe; Bekaert, Philippe. Color Balance and Fusion for Underwater Image Enhancement. In: IEEE Transactions on Image Processing, Vol. 27, no.1, p. 379-393 (2018). doi:10.1109/TIP.2017.2759252. http://hdl.handle.net/2078.1/189214

12. Gosse, Claire; Carbonnelle, Simon; De Vleeschouwer, Christophe; Van Reybroeck, Marie. Specifying the graphic characteristics of words that influence children’s handwriting. In: Reading and Writing : an interdisciplinary journal, Vol. 31, no. 5, p. 1181-1207 (2018). doi:10.1007/s11145-018-9834-9. http://hdl.handle.net/2078.1/196472

13. Parisot, Pascaline; De Vleeschouwer, Christophe. Scene-specific classifier for effective and efficient team sport players detection from a single calibrated camera. In: Computer Vision and Image Understanding, Vol. 159, no. 159, p. 74-88 (June 2017). doi:10.1016/j.cviu.2017.01.001. http://hdl.handle.net/2078.1/181042

14. Verleysen, Cedric; Maugey, Thomas; Frossard, Pascal; De Vleeschouwer, Christophe. Wide-Baseline Foreground Object Interpolation Using Silhouette Shape Prior. In: IEEE Transactions on Image Processing, Vol. 26, no.11, p. 5477-5490 (2017). doi:10.1109/tip.2017.2734567. http://hdl.handle.net/2078.1/203236

15. Ancuti, Codruta O.; Ancuti, Cosmin; De Vleeschouwer, Christophe; Bovik, Alan C. Single-Scale Fusion: An Effective Approach to Merging Images. In: IEEE Transactions on Image Processing, Vol. 26, no.1, p. 65-78 (2017). doi:10.1109/TIP.2016.2621674. http://hdl.handle.net/2078.1/183870

16. K.C., Amit Kumar; Jacques, Laurent; De Vleeschouwer, Christophe. Discriminative and efficient label propagation on complementary graphs for multi-object tracking. In: IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 39, no. 1, p. 61-74 (2017). doi:10.1109/TPAMI.2016.2533391. http://hdl.handle.net/2078.1/172873

17. Parisot, Pascaline; De Vleeschouwer, Christophe. Consensus-based trajectory estimation for ball detection in calibrated cameras systems. In: Journal of Real-Time Image Processing, Vol. 2016, no.Sept, p. 1-16 (September 2016). doi:10.1007/s11554-016-0638-3. http://hdl.handle.net/2078.1/177090

18. Nicolas, Emilien; Parisot, Pascaline; Pinto-Monteiro, Celina; de Walque, Roxane; De Vleeschouwer, Christophe; Lafontaine, Denis. Involvement of human ribosomal proteins in nucleolar structure and p53-dependent nucleolar stress. In: Nature Communications, Vol. 7, no.11390, p. 1-12 (June 2016). doi:10.1038/ncomms11390. http://hdl.handle.net/2078.1/175856

19. Moshtaghpour, Amirafshar; Jacques, Laurent; Cambareri, Valerio; Degraux, Kévin; De Vleeschouwer, Christophe. Consistent Basis Pursuit for Signal and Matrix Estimates in Quantized Compressed Sensing. In: IEEE Signal Processing Letters, Vol. 23, no.1, p. 25-29 (2016). doi:10.1109/LSP.2015.2497543. http://hdl.handle.net/2078.1/167939

20. Gonzalez Gonzalez, Adriana; Jacques, Laurent; De Vleeschouwer, Christophe; Antoine, Philippe. Compressive optical deflectometric tomography: a constrained total-variation approach. In: Inverse Problems and Imaging, Vol. 8, no.2, p. 421-457 (2014). doi:10.3934/ipi.2014.8.421. http://hdl.handle.net/2078.1/143487

21. Chen, Fan; De Vleeschouwer, Christophe; Cavallaro, Andrea. Resource Allocation for Personalized Video Summarization. In: IEEE Transactions on Multimedia, Vol. 16, no. 2, p. 455 - 469 (February 2014). doi:10.1109/TMM.2013.2291967. http://hdl.handle.net/2078.1/140250

22. Lecarme, Liza; Maire, Eric; K.C., Amit Kumar; De Vleeschouwer, Christophe; Jacques, Laurent; Simar, Aude; Pardoen, Thomas. Heterogenous void growth revealed by in situ 3-D X-ray mocrotomography using automatic cavity tracking. In: Acta Materialia, Vol. 63, p. 130-139. doi:10.1016/j.actamat.2013.10.014. http://hdl.handle.net/2078.1/135237

23. Fernandez, Ivan Alen; De Vleeschouwer, Christophe; Toma, George; Schumacher, Laurent. An Interactive Video Streaming Architecture Featuring Bitrate Adaptation. In: Journal of Communications, Vol. 7, no. 4, p. 265-280 (April 2012). doi:10.4304/jcm.7.4.265-280. http://hdl.handle.net/2078.1/111346

24. 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. http://hdl.handle.net/2078.1/88131

25. Chen, Fan; De Vleeschouwer, Christophe. Formulating Team-Sport Video Summarization as a Resource Allocation Problem. In: IEEE Transactions on Circuits and Systems for Video Technology, Vol. 21, no. 2, p. 193-205 (February 2011). doi:10.1109/TCSVT.2011.2106271. http://hdl.handle.net/2078.1/88435

26. Chen, Fan; Delannay, Damien; De Vleeschouwer, Christophe. An autonomous framework to produce and distribute personalized team-sport video summaries: a basket-ball case study. In: IEEE Transactions on Multimedia, Vol. 13, no. 6, p. 1381-1394 (December 2011). doi:10.1109/TMM.2011.2166379. http://hdl.handle.net/2078.1/88434

27. De Vleeschouwer, Christophe. Autonomous infrastructures for networked interactive and personalized media experience. In: IEEE Communications Society, Multimedia Communications Technical Committee, E-letter, Vol. 6, no. 1, p. 24-27 (January 2011). http://hdl.handle.net/2078.1/89807

28. De Vleeschouwer, Christophe. Autonomous production of sport summaries. In: ERCIM News, , no. 82, p. 53-54 (July 2010). http://hdl.handle.net/2078.1/89767

29. Chen, Fan; De Vleeschouwer, Christophe. Personalized production of basketball videos from multi-sensored data under limited display resolution. In: Computer Vision and Image Understanding, Vol. 114, no. 6, p. 667-680 (2010). doi:10.1016/j.cviu.2010.01.005. http://hdl.handle.net/2078.1/34394

30. De Vleeschouwer, Christophe; Cavallaro, A.; Frossard, Pascal; Xu, L.-Q.; Tu, P. Multicamera Information Processing : Acquisition, Collaboration, Interpretation, and Production. In: EURASIP Journal on Image and Video Processing, Vol. 2010, no. 560927, p. 1-2 (November 2010). doi:10.1155/2010/560927. http://hdl.handle.net/2078.1/88132

31. Simon, Cedric; Meessen, Jerome; De Vleeschouwer, Christophe. Visual event recognition using decision trees. In: Multimedia Tools and Applications : an international journal, Vol. 50, no. 1, p. 95-121 (2010). doi:10.1007/s11042-009-0364-y. http://hdl.handle.net/2078.1/33753

32. Devaux, F.-O.; De Vleeschouwer, Christophe. Parity Bit Replenishment for JPEG 2000-Based Video Streaming. In: Eurasip Journal on Image and Video Processing, Vol. 2009, no. 683820, p. 1-18 (2009). doi:10.1155/2009/683820. http://hdl.handle.net/2078.1/66146

33. Devaux, Francois-Olivier; Meessen, Jerome; Parisot, Christophe; Delaigle, Jean-Francois; Macq, Benoît; De Vleeschouwer, Christophe. Remote Interactive Browsing of Video Surveillance Content Based on JPEG 2000. In: IEEE Transactions on Circuits and Systems for Video Technology, Vol. 19, no. 8, p. 1143-1157 (2009). doi:10.1109/TCSVT.2009.2022777. http://hdl.handle.net/2078.1/35363

34. De Vleeschouwer, Christophe; Frossard, Pascal. Loss-resilient window-based congestion control. In: Computer Networks, Vol. 52, no. 7, p. 1473-1491 (2008). doi:10.1016/j.comnet.2008.01.013. http://hdl.handle.net/2078.1/36610

35. Massoudi, A.; Lefebvre, F.; De Vleeschouwer, Christophe; Macq, Benoît; Quisquater, Jean-Jacques. Overview on Selective Encryption of Image and Video: Challenges and Perspectives. In: Eurasip Journal on Information Security, Vol. 2008, no. 179290, p. 1-18 (November 2008). doi:10.1155/2008/179290. http://hdl.handle.net/2078.1/89771

36. Agueh, Max; Diouris, Jean-Francois; Diop, Magaye; Devaux, Francois-Olivier; De Vleeschouwer, Christophe; Macq, Benoît. Optimal JPWL forward error correction rate allocation for robust JPEG 2000 images and video streaming over mobile ad hoc networks. In: Eurasip Journal on Advances in Signal Processing, (2008). doi:10.1155/2008/192984. http://hdl.handle.net/2078.1/36452

37. Jacques, Laurent; De Vleeschouwer, Christophe. A geometrical study of matching pursuit parametrization. In: IEEE Transactions on Signal Processing, Vol. 56, no. 7, p. 2835-2848 (2008). doi:10.1109/TSP.2008.917379. http://hdl.handle.net/2078.1/36518

38. 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. http://hdl.handle.net/2078.1/37608

39. De Vleeschouwer, Christophe; Chakareski, Jacob; Frossard, Pascal. The virtue of patience in low-complexity scheduling of packetized media with feedback. In: IEEE Transactions on Multimedia, Vol. 9, no. 2, p. 348-365 (2007). doi:10.1109/TMM.2006.886283. http://hdl.handle.net/2078.1/37772

40. De Vleeschouwer, Christophe; Frossard, Pascal. Dependent packet transmission policies in rate-distortion optimized media scheduling. In: IEEE Transactions on Multimedia, Vol. 9, no. 6, p. 1241-1258 (2007). doi:10.1109/TMM.2007.902869. http://hdl.handle.net/2078.1/37314

41. Mehra, P; De Vleeschouwer, Christophe; Zakhor, A. Receiver-driven bandwidth sharing for TCP and its application to video streaming. In: IEEE Transactions on Multimedia, Vol. 7, no. 4, p. 740-752 (2005). doi:10.1109/TMM.2005.846783. http://hdl.handle.net/2078.1/39224

42. Denolf, Kristof; De Vleeschouwer, Christophe; Turney, Robert; Lafruit, Gauthier; Bormans, Jan. Memory centric design of an MPEG-4 video encoder. In: IEEE Transactions on Circuits and Systems for Video Technology, Vol. 15, no. 5, p. 609-619 (May 2005). doi:10.1109/TCSVT.2005.846430. http://hdl.handle.net/2078.1/88128

43. De Roover, Cédric; De Vleeschouwer, Christophe; Lefebvre, F.; Macq, Benoît. Robust video hashing based on radial projections of key frames. In: IEEE Transactions on Signal Processing, Vol. 53, no. 10, p. 4020-4037 (2005). doi:10.1109/TSP.2005.855414. http://hdl.handle.net/2078.1/39093

44. De Vleeschouwer, Christophe; Zakhor, A. In-loop atom modulus quantization for matching pursuit and its application to video coding. In: IEEE Transactions on Image Processing, Vol. 12, no. 10, p. 1226-1242 (2003). http://hdl.handle.net/2078.1/40759

45. De Vleeschouwer, Christophe. Model-based rate control implementation for low-power video communications systems. In: IEEE Transactions on Circuits and Systems for Video Technology, Vol. 13, no. 12, p. 1187-1194 (2003). doi:10.1109/TCSVT.2003.819181. http://hdl.handle.net/2078.1/40463

46. De Vleeschouwer, Christophe; Delaigle, JF; Macq, Benoît. Circular interpretation of bijective transformations in lossless watermarking for media asset management. In: IEEE Transactions on Multimedia, Vol. 5, no. 1, p. 97-105 (2003). doi:10.1109/TMM.2003.809729. http://hdl.handle.net/2078.1/41046

47. De Vleeschouwer, Christophe; Nilsson, T; Denolf, K; Bormans, J. Algorithmic and architectural co-design of a motion-estimation engine for low-power video devices. In: IEEE Transactions on Circuits and Systems for Video Technology, Vol. 12, no. 12, p. 1093-1105 (2002). doi:10.1109/TCSVT.2002.806810. http://hdl.handle.net/2078.1/41254

48. De Vleeschouwer, Christophe; Delaigle, JF; Macq, Benoît. Invisibility and application functionalities in perceptual watermarking - An overview. In: Proceedings of the IEEE, Vol. 90, no. 1, p. 64-77 (2002). doi:10.1109/5.982406. http://hdl.handle.net/2078.1/42160

49. De Vleeschouwer, Christophe; Macq, Benoît. Content-based and perceptual bit-allocation using matching pursuits. In: Signal Processing: Image Communication, Vol. 16, no. 7, p. 611-626 (2001). doi:10.1016/S0923-5965(00)00039-4. http://hdl.handle.net/2078.1/42795

50. De Vleeschouwer, Christophe; Macq, Benoît. SNR Scalability Based on Matching Pursuits. In: IEEE Transactions on Multimedia, Vol. 2, no. 4, p. 198-208 (2000). http://hdl.handle.net/2078.1/43164

51. De Vleeschouwer, Christophe; Macq, Benoît. Subband dictionaries for low-cost matching pursuits of video residues. In: IEEE Transactions on Circuits and Systems for Video Technology, Vol. 9, no. 7, p. 984-993 (1999). doi:10.1109/76.795050. http://hdl.handle.net/2078.1/44127

52. Delaigle, JF; De Vleeschouwer, Christophe; Macq, Benoît. Watermarking algorithm based on a human visual model. In: Signal Processing, Vol. 66, no. 3, p. 319-335 (1998). doi:10.1016/S0165-1684(98)00013-9. http://hdl.handle.net/2078.1/45239

53. Delaigle, JF; De Vleeschouwer, Christophe; Macq, Benoît. Psychovisual approach to digital picture watermarking. In: Journal of Electronic Imaging, Vol. 7, no. 3, p. 628-640 (1998). doi:10.1117/1.482616. http://hdl.handle.net/2078.1/44259

54. De Vleeschouwer, Christophe; Delmot, Thierry; Marichal, Xavier; Macq, Benoît. A fuzzy logic system for content-based bit-rate allocation. In: Signal Processing: Image Communication, Vol. 10, no. 1-3, p. 115-141 (1997). doi:10.1016/S0923-5965(97)00021-0. http://hdl.handle.net/2078.1/46142

Patents

1. De Vleeschouwer, Christophe; Chen, Fan. Systems and methods for the autonomous production of videos from multi-sensored data (European Patent, EP 2428036 B1 granted in September 2015). http://hdl.handle.net/2078.1/167996 http://hdl.handle.net/2078.1/167996

2. De Vleeschouwer, Christophe; Chen, Fan. Systems and methods for the autonomous production of videos from multi-sensored data (US patent, US8854457B2 granted in October 2014). http://hdl.handle.net/2078.1/167993 http://hdl.handle.net/2078.1/167993

3. Chen, Fan; De Vleeschouwer, Christophe. Systems and methods for the autonomous production of videos from multi-sensored data.. http://hdl.handle.net/2078.1/106540 http://hdl.handle.net/2078.1/106540

4. De Vleeschouwer, Christophe. A method and apparatus for adaptive encoding of framed data sequences. http://hdl.handle.net/2078/105262 http://hdl.handle.net/2078/105262

Conference Papers

1. Manjah, Dani; Galland, Stéphane; De Vleeschouwer, Christophe; Macq, Benoît. Autonomous Methods in Multisensor Architecture for Smart Surveillance. In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART, 2024, 978-989-758-680-4 xxx. doi:10.5220/0012395700003636. http://hdl.handle.net/2078.1/285747

2. Englebert, Alexandre; Sédrick Stassin; Géraldin Nanfack; Sidi Ahmed Mahmoudi; Xavier Siebert; Cornu, Olivier; De Vleeschouwer, Christophe. Explaining through Transformer Input Sampling. In: IEEE/CVF International Conference on Computer Vision - workshops. (2023). 2023 xxx. http://hdl.handle.net/2078.1/277791

3. Somers, Vladimir; Alexandre Alahi; De Vleeschouwer, Christophe. Body Part-Based Representation Learning for Occluded Person Re-Identification. In: Proceedings of WACV 2023. Vol. 1, no.1, p. 1613-1623 (2023). 2023 xxx. http://hdl.handle.net/2078.1/268983

4. Vanderschueren, Antoine; De Vleeschouwer, Christophe. Are Straight-Through gradients and Soft-Thresholding all you need for Sparse Training?. In: Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision. Vol. 1, no.1, p. 1-10 (2022). 2023 xxx. http://hdl.handle.net/2078.1/268981

5. Brummer, Benoit; De Vleeschouwer, Christophe. On the Importance of Denoising when Learning to Compress Images. In: Proceedings of WACV 2023. Vol. 1, no.1, p. 2440-2448 (2023). 2023 xxx. http://hdl.handle.net/2078.1/268982

6. Collin, Anne-Sophie; De Bodt, Cyril; Mulders, Dounia; De Vleeschouwer, Christophe. Don't skip the skips: autoencoder skip connections improve latent representation discrepancy for anomaly detection. In: ESANN proceedings. Vol. 1, no.1, p. 1-6 (2023). 2023 xxx. doi:10.14428/esann/2023.ES2023-139. http://hdl.handle.net/2078.1/279557

7. Manjah, Dani; Cacciarelli, Davide; Benkedadra, Mohamed; Standaert, Baptiste; Rotsart de Hertaing, Gauthier; Macq, Benoît; Galland, Stéphane; De Vleeschouwer, Christophe. Stream-Based Active Distillation for Scalable Model Deployment. In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023 xxx. doi:10.1109/CVPR52729.2023. http://hdl.handle.net/2078.1/281159

8. Caio, Marcello Davide; Van Zandycke, Gabriel; De Vleeschouwer, Christophe. Context-Aware 3D Object Localization from Single Calibrated Images: A Study of Basketballs. In: 6th International ACM Workshop on Multimedia Content Analysis in Sports, 2023 xxx. doi:10.1145/3606038.3616173. http://hdl.handle.net/2078.1/281158

9. Mansourian, Amir M.; Somers, Vladimir; De Vleeschouwer, Christophe; Kasaei, Shohreh. Multi-task Learning for Joint Re-identification, Team Affiliation, and Role Classification for Sports Visual Tracking. In: 6th International ACM Workshop on Multimedia Content Analysis in Sports, 2023, 979-8-4007-0269-3 xxx. http://hdl.handle.net/2078.1/281191

10. Sédrick Stassin; Englebert, Alexandre; Julien Albert; Géraldin Nanfack; Nassim Versbraegen; Benoît Frénay; Peiffer, Gilles; Miriam Doh; Nicolas Riche; De Vleeschouwer, Christophe. An Experimental Investigation into the Evaluation of Explainability Methods for Computer Vision. In: Communications in Computer and Information Science. (2023). 2023 xxx. http://hdl.handle.net/2078.1/277480

11. Legrand, Antoine; Macq, Benoît; De Vleeschouwer, Christophe. FORWARD ERROR CORRECTION APPLIED TO JPEG-XS CODESTREAMS. In: Proceedings of ICIP 2022. Vol. 1, no.1, p. 3723 - 3727 (2022). 2022 xxx. doi:10.1109/ICIP46576.2022.9897287. http://hdl.handle.net/2078.1/268968

12. Legrand, Antoine; Renaud Detry; De Vleeschouwer, Christophe. End-to-end Neural Estimation of Spacecraft Pose with Intermediate Detection of Keypoints. In: Lecture Notes in Computer Science, Proceedings ECCV. Vol. 1, no.56, p. 757 (2022). LNCS, 2022 xxx. doi:10.1007/978-3-031-19797-0. http://hdl.handle.net/2078.1/268965

13. Van Zandycke, Gabriel; De Vleeschouwer, Christophe. 3D Ball Localization From A Single Calibrated Image. In: Proceedings IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). Vol. 1, no.1, p. 1-8 (2022). 2022 xxx. doi:10.1109/CVPRW56347.2022.00391. http://hdl.handle.net/2078.1/268976

14. Sayez, Niels; De Vleeschouwer, Christophe. Accelerating the creation of instance segmentation training sets through bounding box annotation. In: Proceedings of the ICPR 2022. Vol. 1, no.1, p. 252-258 (2022). 2022 xxx. doi:10.1109/ICPR56361.2022.9956321. http://hdl.handle.net/2078.1/268980

15. Yang, Nana; Joos de ter Beerst, Victor; Jacquemart, Anne-Laure; Buyens, Christel; De Vleeschouwer, Christophe. Using Pure Pollen Species When Training a CNN to Segment Pollen Mixtures. In: Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). Vol. 1, no.1, p. 1-10 (2022). 2022 xxx. doi:10.1109/CVPRW56347.2022.00176. http://hdl.handle.net/2078.1/268970

16. Madmad, Tahani; Libertiaux, Vincent; De Vleeschouwer, Christophe. Optimizing the range of a bilateral filter to enhance defects and threads visibility in X-Ray radiographic testing.. In: SPIE Digital library. Vol. 2022, no.3, p. 301-316 (2022). SPIE - The International Society for Optics and Photonics. 2022 xxx. doi:10.1109/ICIP.2019.8803516. http://hdl.handle.net/2078.1/268953

17. Giancola, Silvio; De Vleeschouwer, Christophe. SoccerNet 2022 Challenges Results. In: 5th International ACM Workshop on Multimedia Content Analysis in Sports, 2022, 978-1-4503-9488-8 xxx. http://hdl.handle.net/2078.1/280916

18. Brummer, Benoit; De Vleeschouwer, Christophe. End-to-end optimized image compression with competition of prior distributions. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. Vol. 1, no.1, p. 1890-1894 (2021). 2021 xxx. doi:10.1109/cvprw53098.2021.00212. http://hdl.handle.net/2078.1/253437

19. Carbonnelle, Simon; De Vleeschouwer, Christophe. Intraclass clustering: an implicit learning ability that regularizes DNNs. In: Proceedings of ICLR, 2021, 9781510886988 xxx. http://hdl.handle.net/2078.1/243259

20. Vanderschueren, Antoine; Joos de ter Beerst, Victor; De Vleeschouwer, Christophe. Mutual use of semantics and geometry for CNN-based object localization in ToF images. In: IEEE ICPR, Proceedings of the international workshop on pattern recognition for positive technology and elderly wellbeing, 2021, 978-3-030-05791-6 xxx. http://hdl.handle.net/2078.1/240744

21. Collin, Anne-Sophie; De Vleeschouwer, Christophe. Improved anomaly detection by training an autoencoder with skip connections on images corrupted with stain-shaped noise. In: Proceedings of the 25th International Conference on Pattern Recognition, 2021, 978-1-5386-3788-3 xxx. http://hdl.handle.net/2078.1/240743

22. Madmad, Tahani; Delinte, Nicolas; De Vleeschouwer, Christophe. CNN-based morphological decomposition of X-ray images for details and defects contrast enhancement. In: Proceedings of the IEEE/CVF workshops associated to the conference on Computer Vision and Pattern Recognition, IEEE / CVF, 2021, 978-1-7281-2507-7 xxx. doi:10.1109/CVPRW.2019.00303. http://hdl.handle.net/2078.1/245259

23. Ghasemzadeh, Seyed Abolfazl; Van Zandycke, Gabriel; Istasse, Maxime; Sayez, Niels; Amirafshar Moshtaghpour; De Vleeschouwer, Christophe. DeepSportLab: a Unified Framework for Ball Detection, Player Instance Segmentation and Pose Estimation in Team Sports Scenes. In: Proceedings of BMVC 2021, 2021, 1901725162 xxx. http://hdl.handle.net/2078.1/254219

24. Englebert, Alexandre; De Vleeschouwer, Christophe; Cornu, Olivier. Le médecin dans la boucle du deep learning. Application à la radiologie osseuse. 2021 xxx. http://hdl.handle.net/2078.1/256257

25. Englebert, Alexandre; Cornu, Olivier; De Vleeschouwer, Christophe. Deep learning and bone fracture diagnosis. 2021 xxx. http://hdl.handle.net/2078.1/256265

26. Istasse, Maxime; Mens, Kim; De Vleeschouwer, Christophe. MODULOM: DISSEMINATING DEEP LEARNING RESEARCH WITH MODULAR OUTPUT MATHEMATICS. In: Proceedings of ICLR2021 (openreview.net), 2021, 9781510886988 xxx. http://hdl.handle.net/2078.1/254220

27. Joos de ter Beerst, Victor; Vanderschueren, Antoine; De Vleeschouwer, Christophe. Utilisation conjointe d’information sémantique et géométrique pour la localisation d’objets par caméra temps-de-vol. In: Online proceedings of RFIAP, https://cap-rfiap2020.sciencesconf.org/resource/page/id/9. Vol. 1, no.1, p. 1-9 (2020). 2020 xxx. http://hdl.handle.net/2078.1/231247

28. Brummer, Benoit; De Vleeschouwer, Christophe. Adapting JPEG XS gains and priorities to tasks and contents. In: 3rd Workshop and Challenge on Learned Image Compression, 2020, 978-1-7281-2506-0 xxx. http://hdl.handle.net/2078.1/229891

29. Collin, Anne-Sophie; De Vleeschouwer, Christophe. Corruption synthétique d’image pour la détection d’anomalies à l’aide d’auto-encodeurs convolutifs. In: Online proceedings of RFIAP, https://cap-rfiap2020-sciencesconf-org.proxy.bib.ucl.ac.be:2443/resource/page/id/9. Vol. 1, no.1, p. 1-9 (2020). 2020 xxx. http://hdl.handle.net/2078.1/231246

30. Carbonnelle, Simon; De Vleeschouwer, Christophe. Layer rotation: a surprisingly simple indicator of generalization in deep networks?. In: Proceedings of the 36th International Conference on Machine Learning. Vol. 1, no.1, p. 8 (2019). 2019 xxx. http://hdl.handle.net/2078.1/219163

31. Brummer, Benoit; De Vleeschouwer, Christophe. Natural image noise dataset. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. Vol. 1, no. 1, p. 1-10 (2019). IEEE Explore, 2019 xxx. http://hdl.handle.net/2078.1/219128

32. Van Zandycke, Gabriel; De Vleeschouwer, Christophe. Real-time CNN-based segmentation architecture for ball detection in a single view setup. In: Proceedings of ACM Multimedia 2019. Vol. 1, no.1, p. 8 (2019). ACM: New York, 2019 xxx. http://hdl.handle.net/2078.1/219159

33. Brion, Eliott; Léger, Jean; Javaid, Umair; Lee, John Aldo; De Vleeschouwer, Christophe; Macq, Benoît. Using planning CTs to enhance CNN-based bladder segmentation on Cone Beam CT. In: Proceedings of SPIE Medical Imaging 2019. Vol. Image-Guided Procedures, Robotic Interventions, and Modeling. 2019 xxx. http://hdl.handle.net/2078.1/212402

34. Istasse, Maxime; Moreau, Julien; De Vleeschouwer, Christophe. Associative embedding for team discrimination. In: Proceedings IEEE/CVF Conference on Computer Vision and Pattern Recognition. Vol. 1, no.1, p. 10 (2019). IEEE Explore, 2019 xxx. http://hdl.handle.net/2078.1/219160

35. Deliège, Adrien; Istasse, Maxime; Kumar, Ashwani; De Vleeschouwer, Christophe; Van Droogenbroeck, Marc. Ordinal pooling. In: Proceedings of the 30th British Machine Vision Conference. Vol. 1, no.1, p. 12 (2019). 2019 xxx. http://hdl.handle.net/2078.1/219162

36. Cioppa, Anthony; Deliège, Adrien; Istasse, Maxime; De Vleeschouwer, Christophe; Van Droogenbroeck, Marc. ARTHuS: Adaptive real-time human segmentation in sports through online distillation. In: Proceedings of IEEE/CVF International conference on Computer Vision and Pattern Recognition. Vol. 1, no.1, p. 10 (2019). IEEE Explore, 2019 xxx. http://hdl.handle.net/2078.1/219161

37. Madmad, Tahani; De Vleeschouwer, Christophe. Bilateral Histogram Equalization for X-Ray Image Tone Mapping. In: 2019 IEEE International Conference on Image Processing (ICIP), IEEE, 2019, 9781538662496 xxx. doi:10.1109/icip.2019.8803516. http://hdl.handle.net/2078.1/219127

38. Léger, Jean; Leyssens, Lisa; De Vleeschouwer, Christophe; Kerckhofs, Greet. Deep learning-based segmentation of mineralized cartilage and bone in high-resolution micro-CT images. 2019 xxx. http://hdl.handle.net/2078.1/219143

39. Léger, Jean; Brion, Eliott; Javaid, Umair; Lee, John Aldo; De Vleeschouwer, Christophe; Macq, Benoît. Contour Propagation in CT Scans with Convolutional Neural Networks. In: Proceedings of ACIVS, in Lecture Notes in Computer Science book series., 2018, 978-3-030-01449-0 xxx. doi:10.1007/978-3-030-01449-0_32. http://hdl.handle.net/2078.1/203221

40. Cosmin Ancuti; Codruta Ancuti; Radu Timofte; De Vleeschouwer, Christophe. I-HAZE: a Dehazing Benchmark with Real Hazy and Haze-free Indoor Images. In: Advanced Concepts for Intelligent Vision Systems (Image Processing, Computer Vision, Pattern Recognition, and Graphics), Springer International Publishing: Switzerland, 2018, 978-3-030-01449-0 xxx. doi:10.1007/978-3-030-01449-0. http://hdl.handle.net/2078.1/210805

41. Pinte, Nicolas; Parisot, Pascaline; Martin, Ulrich; Zintzen, Vincent; Duchatelet, Laurent; De Vleeschouwer, Christophe; Mallefet, Jérôme. Are luminous deep-water sharks faster swimmers ?. In: Proceedings of ISBC, 2018 xxx. http://hdl.handle.net/2078.1/199977

42. Codruta Ancuti; Cosmin Ancuti; Radu Timofte; De Vleeschouwer, Christophe. O-HAZE: a dehazing benchmark with real hazy and haze-free outdoor images. In: Proceedings of the New Trends in Image Restoration and Enhancement workshop, in conjunction with CVPR, 2018, 978-1-5386-0733-6 xxx. http://hdl.handle.net/2078.1/203218

43. Codruta Ancuti; Cosmin Ancuti; De Vleeschouwer, Christophe. Effective local airlight estimation for image dehazing. In: Proceedings of the IEEE International Conference on Image Processing, IEEE, 2018, 978-1-4799-7061-2 xxx. doi:10.1109/ICIP.2018.8451523. http://hdl.handle.net/2078.1/203211

44. Ancuti, Codruta; Ancuti, Cosmin; De Vleeschouwer, Christophe; Garcia, Rafael. Locally Adaptive Color Correction for Underwater Dehazing and Image Matching. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition Workshops 2017, 2017, 978-1-5386-0733-6 xxx. doi:10.1109/CVPRW.2017.136. http://hdl.handle.net/2078.1/189206

45. Martin, Ulrich; Pinte, Nicolas; Duchatelet, Laurent; Parisot, Pascaline; Zintzen, Vincent; Mallefet, Jérôme; De Vleeschouwer, Christophe. Three-dimensional speed analysis of deep-sea sharks. 2017 xxx. http://hdl.handle.net/2078.1/194423

46. Gosse, Claire; Carbonnelle, Simon; De Vleeschouwer, Christophe; Van Reybroeck, Marie. The influence of graphic complexities of words on the handwriting of children of 2nd grade. 2016 xxx. http://hdl.handle.net/2078.1/241592

47. Ancuti, Cosmin; Ancuti, Codruta; De Vleeschouwer, Christophe; Bovik, Alan C.. Night-time dehazing by fusion. 2016 xxx. doi:10.1109/ICIP.2016.7532760. http://hdl.handle.net/2078.1/175858

48. Verleysen, Cédric; De Vleeschouwer, Christophe. Piecewise-planar 3D approximation from wide-baseline stereo. In: Proceedings of IEEE CVPR, 2016, 978-1-4673-8851-1 xxx. http://hdl.handle.net/2078.1/175859

49. Ancuti, Cosmin; Ancuti, Codruta; De Vleeschouwer, Christophe; Garcia, Rafael; Bovik, Alan. Multiscale underwater descattering. In: Proceedings of the International Conference on Pattern Recognition, 2016, To be defined xxx. http://hdl.handle.net/2078.1/181060

50. Ancuti, Cosmin; Ancuti, Codruta; De Vleeschouwer, Christophe. D-HAZY: A dataset to evaluate quantitatively dehazing algorithms. 2016 xxx. doi:10.1109/ICIP.2016.7532754. http://hdl.handle.net/2078.1/175854

51. Ancuti, Cosmin; Ancuti, Codruta O.; De Vleeschouwer, Christophe; Garcia, Rafael; Bovik, Alan C.. Multi-scale underwater descattering. In: 2016 23rd International Conference on Pattern Recognition (ICPR), IEEE, 2016, 9781509048472 xxx. doi:10.1109/icpr.2016.7900293. http://hdl.handle.net/2078.1/196858

52. Browet, Arnaud; De Vleeschouwer, Christophe; Jacques, Laurent; Mathiah, Navrita; Saykali, Bechara; Migeotte, Isabelle. Cell segmentation with random ferns and graph-cuts. In: Proceedings of IEEE International Conference on Image Processing, 2016, 978-1-4673-9961-6 xxx. doi:10.1109/ICIP.2016.7533140. http://hdl.handle.net/2078.1/175857

53. De Vleeschouwer, Christophe; Legrand, Anthony; Jacques, Laurent; Hebert, Martial. Mitigating memory requirements for random trees/ferns. In: Proceedings of the IEEE International Conference on Image Processing, 2015 xxx. doi:10.1109/ICIP.2015.7350793. http://hdl.handle.net/2078.1/167990

54. Pardoen, Thomas; Yerra Sampath, Kumar; Lecarme, Liza; Scheyvaerts, Florence; Kumar, Alok; Martin, G.; Chéhab, B.; TEKOGLU, Cihan; De Vleeschouwer, Christophe; Jacques, Pascal; Maire, Eric; Mithieux; Bréchet, Yves; Véron, M.; Onck, P. R.; Simar, Aude; Delannay, Laurent. Ductile damage and fracture in metallic alloys combining soft and hard phases. 2015 xxx. http://hdl.handle.net/2078.1/173424

55. K.C. Amit Kumar; De Vleeschouwer, Christophe. Discriminative Label Propagation for Multi-Object Tracking with Sporadic Appearance Features. In: Proceedings of the International Conference on Computer Vision (ICCV 2013), Sydney, Australia, 2013 xxx. doi:10.1109/ICCV.2013.250. http://hdl.handle.net/2078.1/134640

56. Kitic, Srdjan; Jacques, Laurent; Madhu, Nilesh; Hopwood, Michael Peter; Spriet, Ann; De Vleeschouwer, Christophe. Consistent Iterative Hard Thresholding for Signal Declipping. In: Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on, IEEE, 2013, 5939-5943 xxx. doi:10.1109/ICASSP.2013.6638804. http://hdl.handle.net/2078.1/134470

57. Verleysen, Cédric; De Vleeschouwer, Christophe. Learning and propagation of dominant colors for fast video segmentation. In: Lecture Notes in Computer Science. Vol. LNCS , no.8192, p. 657 (2013). In: Advanced Concepts for Intelligent Vision Systems, Poznan, Poland, Lecture Notes in Computer Science Volume 8192, Springer, 2013, 978-3-319-02894-1, 657-668 xxx. doi:10.1007/978-3-319-02895-8_59. http://hdl.handle.net/2078.1/134475

58. Parisot, Pascaline; Sevilmis, Berk; De Vleeschouwer, Christophe. Training with corrupted labels to reinforce a probably correct teamsport player detector. In: Advanced Concepts for Intelligent Vision Systems, Poznan, Poland, Lecture Notes in Computer Science Volume 8192, 2013, 978-3-319-02895-8 xxx. doi:10.1007/978-3-319-02895-8_61. http://hdl.handle.net/2078.1/133326

59. De Neyer, Quentin; De Vleeschouwer, Christophe. A Resource Allocation Framework for Adaptive Selection of Point Matching Strategies. In: Lecture Notes in Computer Science, Vol. 8192, Springer, 2013, ISBN 978-3-319-02894-1 xxx. doi:10.1007/978-3-319-02895-8_33. http://hdl.handle.net/2078.1/134377

60. Jacques, Laurent; Degraux, Kévin; De Vleeschouwer, Christophe. Quantized Iterative Hard Thresholding: Bridging 1-bit and High-Resolution Quantized Compressed Sensing. In: Proceedings of International Conference on Sampling Theory and Applications 2013, Bremen, Germany, IEEE, 2013, 105-108 xxx. http://hdl.handle.net/2078.1/134466

61. CHEN, Fan; De Vleeschouwer, Christophe. Personalized summarization of broadcasted soccer videos with adaptive fast-forwarding. In: Proceedings of the 5th International Conference on Intelligent Technologies for Interactive Entertainment, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Vol. 124, Mons, Belgium, Springer, 2013, 978-3-319-03891-9 xxx. doi:10.1007/978-3-319-03892-6_1. http://hdl.handle.net/2078.1/140249

62. De Neyer, Quentin; Sun, Li; Chaudy, Christophe; Parisot, Christophe; De Vleeschouwer, Christophe. Demo: Point Matching for PTZ Camera Auto‐tracking. In: ACM/IEEE International Conference on Distributed Smart Cameras, Hong Kong, IEEE, 2012 xxx. http://hdl.handle.net/2078/125035

63. K.C. Amit Kumar; De Vleeschouwer, Christophe. Prioritizing the Propagation of Identity Beliefs for Multi-object Tracking. In: British Machine Vision Conference 2012, Surrey, UK, 2012, 1-901725-46-4 xxx. doi:10.5244/C.26.117. http://hdl.handle.net/2078/114844

64. Verleysen, Cédric; De Vleeschouwer, Christophe. Recognition of sport players' numbers using fast color segmentation. In: Proceedings of IS&T / SPIE | Electronic Imaging 2012, Burlingame, California, USA, 2012 xxx. doi:10.1117/12.908723. http://hdl.handle.net/2078.1/89218

65. Chen, Fan; De Vleeschouwer, Christophe. Partial Motion Trajectory Grouping Through Rooted Arborescence. In: Proceedings of the IEEE International Conference on Image Processing , Orlando, USA, 2012 xxx. doi:10.1109/ICIP.2012.6467115. http://hdl.handle.net/2078.1/111350

66. K.C. Amit Kumar; Delannay, Damien; Jacques, Laurent; De Vleeschouwer, Christophe. Iterative Hypothesis Testing for Multi-object Tracking with Noisy/Missing Appearance Features. In: 11th Asian Conference on Computer Vision, Detection and Tracking in Challenging Environments Workshop, Daejeon, Korea, Lecture Notes in Computer Science, Vol. 7724-7727, Springer, 2012, 978-3-642-37330-5 xxx. doi:10.1007/978-3-642-37484-5_34. http://hdl.handle.net/2078/117017

67. Sun, Li; De Neyer, Quentin; De Vleeschouwer, Christophe. Multimode Spatiotemporal Background Modeling for Complex Scenes. In: Proceedings of the 20th European Signal Processing Conference, Bucharest, Romania, IEEE, 2012 xxx. http://hdl.handle.net/2078/125032

68. Parisot, Pascaline; De Vleeschouwer, Christophe. Graph-based filtering of ballistic trajectory. In: Proceedings of IEEE International Conference on Multimedia and Expo (ICME), Barcelona, Spain, 2011, 978-1-61284-348-3, p. 1-4 xxx. doi:10.1109/ICME.2011.6012126. http://hdl.handle.net/2078.1/88937

69. Chen, Fan; De Vleeschouwer, Christophe. Robust volumetric reconstruction from noisy multi-view foreground occupancy masks. In: Proceedings of Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2011 xxx. http://hdl.handle.net/2078.1/90168

70. K.C. Amit Kumar; Parisot, Pascaline; De Vleeschouwer, Christophe. Spatio-temporal template matching for ball detection. In: Proceedings of ACM/IEEE International Conference on Distributed Smart Cameras, Ghent, Belgium, 2011 xxx. http://hdl.handle.net/2078.1/89219

71. Verleysen, Cédric; Merlin, Nathalie; De Vleeschouwer, Christophe. Adapting JPEG2000 bit allocation to preserve features of interest. In: Proceedings of the 4th International Congress on Image and Signal Processing, Shanghai, China, IEEE, 2011 xxx. doi:10.1109/CISP.2011.6100346. http://hdl.handle.net/2078.1/89217

72. Chen, Fan; De Vleeschouwer, Christophe. Automatic summarization of broadcasted soccer videos with adaptive fast-forwarding. In: Proceedings of ICME 2011, IEEE, 2011, 978-1-6128-4348-3, p. 1-6 xxx. doi:10.1109/ICME.2011.6011933. http://hdl.handle.net/2078.1/90190

73. Fan Chen; De Vleeschouwer, Christophe; Barrobe s, H.D.; Escalada, J.G.; Conejero, D.. Automatic summarization of audio-visual soccer feeds. In: Proceedings of the International Conference on Multimedia and Expo, IEEE, 2010, 978-1-4244-7491-2 xxx. doi:10.1109/ICME.2010.5582561. http://hdl.handle.net/2078.1/67327

74. Chen, Fan; Delannay, Damien; De Vleeschouwer, Christophe. Multi-sensored vision for autonomous production of personalized video summaries. In: Proceedings of the International ICST Conference on User Centric Media, Palma de Mallorca, Spain, 2010, 978-3-642-12629-1 xxx. doi:10.1007/978-3-642-35145-7_15. http://hdl.handle.net/2078.1/88971

75. Fernandez, I.A.; Fan Chen; Lavigne, F.; Desurmont, X.; De Vleeschouwer, Christophe. Browsing Sport Content through an Interactive H.264 Streaming Session. In: Proceedings of the International Conference on Advances in Multimedia, Athens, Greece, IEEE, 2010, 978-1-4244-7277-2 xxx. doi:10.1109/MMEDIA.2010.28. http://hdl.handle.net/2078.1/67390

76. Fernandez, I.A.; Rondao Alface, P.; Gan, Tong; Lauwereins, R.; De Vleeschouwer, Christophe. Integrated H.264 region-of-interest detection, tracking and compression for surveillance scenes. In: Proceedings of 18th International Packet Video Workshop, Hong-Kong, 2010, 978-1-4244-9522-1 xxx. doi:10.1109/PV.2010.5706815. http://hdl.handle.net/2078.1/88963

77. Jonsson, Anders; Parisot, Christophe; De Vleeschouwer, Christophe. A learning approach to interactive browsing of surveillance content.. In: Proceedings of the ACM/IEEE International Conference on Distributed Smart Cameras, Atlanta, USA, 2010 xxx. http://hdl.handle.net/2078.1/89061

78. Fernandez, I.A.; De Vleeschouwer, Christophe; Lavigne, F.; Desurmont, X.. Worthy visual content on mobile through interactive video streaming. In: Proceedings of the International Conference on Multimedia and Expo, Suntec city, Singapore, IEEE, 2010, 978-1-4244-7491-2 xxx. doi:10.1109/ICME.2010.5583870. http://hdl.handle.net/2078.1/67328

79. Taquet, Maxime; Jacques, Laurent; De Vleeschouwer, Christophe; Macq, Benoît. Invariant Spectral Hashing of Image Saliency Graph. In: Proc. of the 3rd International Workshop on Computational Topology in Image Context (Volume 1), 2010 xxx. http://hdl.handle.net/2078.1/88686

80. Chen, Fan; De Vleeschouwer, Christophe. Automatic production of personalized basketball video summaries from multi-sensored data. In: Proceedings of the IEEE International Conference on Image Processing, Hong-Kong, 2010, 978-1-4244-7992-4, 565 - 568 xxx. doi:10.1109/ICIP.2010.5652750. http://hdl.handle.net/2078.1/88953

81. Bomcke, E.; De Vleeschouwer, Christophe. An interactive video streaming architecture for H.264/AVC compliant players. In: Proceedings of the International Conference on Multimedia and Expo, New-York, USA, IEEE, 2009, 978-1-4244-4290-4 xxx. doi:10.1109/ICME.2009.5202804. http://hdl.handle.net/2078.1/67586

82. Delannay, Damien; Danhier, N.; De Vleeschouwer, Christophe. Detection and recognition of sports(wo)men from multiple views. In: Proceedings of the ACM/IEEE International Conference on Distributed Smart Cameras, Como, Italy, 2009, 978-1-4244-4620-9 xxx. doi:10.1109/ICDSC.2009.5289407. http://hdl.handle.net/2078.1/67566

83. Gaitanis, Konstantinos; Al Chikhani, S.Y.; De Vleeschouwer, Christophe. Temporal optimization of quality during video compression. In: Proceedings of the International Workshop on Quality of Multimedia Experience, San Diego, CA, USA, IEEE, 2009, 978-1-4244-4370-3 xxx. doi:10.1109/QOMEX.2009.5246945; 10.1109/QOMEX.2009.5246945. http://hdl.handle.net/2078.1/67582

84. Simon, Cédric; Meessen, Jerome; De Vleeschouwer, Christophe. Insertion de proximal SVM dans des arbres aléatoires, mode d’emploi. In: Actes de conférence francophone sur l'apprentissage artificiel (CAP), 2009 xxx. http://hdl.handle.net/2078.1/90143

85. Fan Chen; De Vleeschouwer, Christophe. Autonomous production of basketball videos from multi-sensored data with personalized viewpoints. In: Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, London, UK, IEEE, 2009, 978-1-4244-3609-5 xxx. doi:10.1109/WIAMIS.2009.5031437. http://hdl.handle.net/2078.1/67615

86. Simon, Cédric; De Vleeschouwer, Christophe. Embedding proximal support vectors into randomized trees. In: Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009 xxx. http://hdl.handle.net/2078.1/90147

87. Meessen, J.; Coterot, M.; De Vleeschouwer, Christophe; Desurmont, X.; Macq, Benoît. Flexible user interface for efficient content-based video surveillance retrieval: design and evaluation. In: Proceedings of SPIE Volume 7255, Multimedia Content Access: Algorithms and Systems III, San Jose - CA, USA, Spie, 2009, 978-08194750-53 xxx. doi:10.1117/12.806010. http://hdl.handle.net/2078.1/67625

88. Chen, Fan; De Vleeschouwer, Christophe. A resource allocation framework for summarizing team sport videos. In: Proceedings of the International Conference on Image Processing, Cairo, Egypt, IEEE, 2009, 978-1-4244-5653-6 xxx. http://hdl.handle.net/2078.1/90141

89. De Vleeschouwer, Christophe; Chen, Fan; Delannay, Damien; Parisot, Christophe; Chaudy, Christophe; Martrou, Eric; Cavallaro, Andrea. Distributed video acquisition and annotation for sport-event summarization. 2008 xxx. http://hdl.handle.net/2078.1/90154

90. Olszewska, J.I.; De Vleeschouwer, Christophe; Macq, Benoît. Multi-feature vector flow for active contour tracking. In: Proceedings of the International Conference on Acoustic, Speech and Signal Processing, Las-Vegas, NV, USA, IEEE, 2008, 978-1-4244-1483-3 xxx. http://hdl.handle.net/2078.1/67775

91. Massoudi, A.; Lefebvre, F.; De Vleeschouwer, Christophe; Devaux, F.-O.. Secure and low cost selective encryption for JPEG2000. In: Proceedings of the Tenth International Symposium on Multimedia, Berkeley, CA, USA, IEEE, 2008, 978-0-7695-3454-1 xxx. doi:10.1109/ISM.2008.29. http://hdl.handle.net/2078.1/67685

92. Simon, Cédric; Meessen, Jerome; Simon, Cédric; Meessen, Jerome; De Vleeschouwer, Christophe. Using decision trees to build an event recognition framework for automated visual surveillance. In: Proceedings of the Annual Belgian-Dutch Machine Learning Conference, 2008 xxx. http://hdl.handle.net/2078.1/90174

93. Simon, Cédric; Meessen, Jerome; De Vleeschouwer, Christophe. Using decision trees to recognize visual events. In: Proceedings of the ACM Workshop on analysis and retrieval of events/actions and workflows in video streams, 2008, 978-1-6055-8318-1 xxx. http://hdl.handle.net/2078.1/90151

94. Meessen, Jerome; Desurmont, Xavier; De Vleeschouwer, Christophe; Delaigle, Jean-Francois. User-centric retrieval of visual content. In: Proceedings of the International Conference on Semantic and Digital Media Technologies, Genova, Italy (Lecture Notes in Computer Science), Springer, 2007, 978-3-540-77033-6 xxx. http://hdl.handle.net/2078.1/91341

95. Van Peteghem, Hugues; Schumacher, Laurent; De Vleeschouwer, Christophe. UMTS layers parametrisation for real-time flows. In: Proceedings of the ICST International workshop on mobile content quality of experience, Vancouver, Canada (ACM International Conference Proceedings Series), 2007 xxx. http://hdl.handle.net/2078.1/91350

96. Devaux, Francois-Olivier; De Vleeschouwer, Christophe. A flexible video server based on a low complex post-compression rate allocation. In: Proceedings of the International Packet Video Workshop, Lausanne, Switzerland, IEEE, 2007, 978-1-4244-0981-5 xxx. http://hdl.handle.net/2078.1/91346

97. Olszewska, J.I.; De Vleeschouwer, Christophe; Macq, Benoît. Speeded up gradient vector flow B-spline active contours for robust and real-time tracking. In: Proceedings of the International Conference on Acoustics, Speech, and Signal Processing, Honolulu, HI, USA, IEEE, 2007, 1-4244-0727-3 xxx. http://hdl.handle.net/2078.1/67876

98. Meessen, Jérôme; Desurmont, Xavier; Delaigle, Jean-François; Macq, Benoît; De Vleeschouwer, Christophe. Progressive Learning for Interactive Surveillance Scenes Retrieval. In: Proceedings of the International Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, USA, IEEE, 2007 xxx. http://hdl.handle.net/2078.1/90739

99. Olszewska, J.I.; Mathes, T.; De Vleeschouwer, Christophe; Piater, J.; Macq, Benoît. Non-rigid object tracker based on a robust combination of parametric active contour and point distribution model. In: Proceedings of Visual Communications and Image Processing, San Jose, CA, USA, Spie - the international society for optical engineering, 2007, Vol. 6508, 65082A (8 pp.) xxx. doi:10.1117/12.704234. http://hdl.handle.net/2078.1/67722

100. Devaux, Francois-Olivier; Meessen, Jerome; Parisot, Christophe; Delaigle, Jean-Francois; Macq, Benoît; De Vleeschouwer, Christophe. A Flexible Video Transmission System Based on JPEG 2000 Conditional Replenishment with Multiple References. In: Proceedings of the International Conference on Acoustics, Speech and Signal Processing, Honolulu, HI, USA, IEEE, 2007, 1-4244-0727-3 xxx. http://hdl.handle.net/2078.1/91359

101. 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. 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 xxx. doi:10.1007/11848035_38. http://hdl.handle.net/2078.1/59907

102. Descampe, Antonin; De Vleeschouwer, Christophe; Iregui, Marcela; Macq, Benoît; Marques, Ferran. Pre-fetching strategies for remote and interactive browsing of JPEG2000 images. In: Proceedings of the IEEE International Conference on Image Processing, Atlanta, GA, USA, 2006 xxx. http://hdl.handle.net/2078.1/88454

103. De Vleeschouwer, Christophe; Frossard, Pascal. The virtue of patience when scheduling media in presence of feedback. In: Proceedings of the IEEE International Conference on Image Processing, Genova, Italy, 2005, 0-7803-9134-9 xxx. http://hdl.handle.net/2078.1/91370

104. De Roover, Cedric; De Vleeschouwer, Christophe; Lefebvre, Frederic; Macq, Benoît. Key-frame radial projection for robust video hashing. In: Proceedings of the Workshop on Image Analysis for Multimedia Interactive Services, Montreux, Switzerland, 2005 xxx. http://hdl.handle.net/2078.1/91380

105. Mehra, Puneet; De Vleeschouwer, Christophe; Zakhor, Avideh. Receiver-driven bandwidth sharing for TCP. In: Proceedings of the 22nd Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM), San Francisco, USA, 2003, 0-7803-7752-4 xxx. http://hdl.handle.net/2078.1/91386

106. Meessen, Jerome; Suenaga, T.; Iregui, M.; De Vleeschouwer, Christophe; Macq, Benoît. Layered architecture for navigation in JPEG2000 mega-images. In: Proceedings of the 4th European Workshop on Image Analysis for Multimedia Interactive Services, London, UK, IEEE, 2003 xxx. http://hdl.handle.net/2078.1/91389

107. De Vleeschouwer, Christophe; Zakhor, A.. Atom modulus quantization for matching pursuit video coding. In: Proceedings of the International Conference on Image Processing, Rochester, NY, USA, IEEE, 2002, 0-7803-7622-6 xxx. doi:10.1109/ICIP.2002.1039062. http://hdl.handle.net/2078.1/68075

108. Delaigle, J.F.; De Vleeschouwer, Christophe; Macq, Benoît; Langendijk, L.. Human visual system features enabling watermarking. In: Proceedings of the International Conference on Multimedia and Expo, IEEE, 2002, 0-7803-7304-9, Vol. 2, p. 489-492 xxx. doi:10.1109/ICME.2002.1035653. http://hdl.handle.net/2078.1/68084

109. Denolf, Kristof; De Vleeschouwer, Christophe; Lafruit, Gauthier; Bormans, jan. Scaling bandwidth and complexity of hybrid MC/DCT video codecs. In: Proceedings of the IEEE International Packet Video Workshop, Pittsburgh, USA, 2002 xxx. http://hdl.handle.net/2078.1/91398

110. De Vleeschouwer, Christophe; Nilsson, Tord. Motion estimation for low power video devices. In: Proceedings of the International Conference on Image Processing, Thessaloniki , Greece, IEEE, 2001, 0-7803-6725-1 xxx. http://hdl.handle.net/2078.1/91413

111. De Vleeschouwer, Christophe; Delaigle, Jean-Francois; Macq, Benoît. Lossless or reversible watermarking. In: Proceedings of the Workshop on Multimedia Signal Processing (MMSP), Cannes, France, IEEE, 2001 xxx. http://hdl.handle.net/2078.1/91409

112. De Vleeschouwer, Christophe; Macq, Benoît. SNR scalability based on matching pursuits. In: Proceedings of the IEEE International Packet Video Workshop, Cagliari, Italy, 2000 xxx. http://hdl.handle.net/2078.1/91492

113. Marichal, Xavier; De Vleeschouwer, Christophe; Gobbers, Jean-Francois; Delaigle, Jean-Francois; Mas Ribes, Juan-Maria; Nandi, Alok; Macq, Benoît. Urbicande-la-Neuve, On-line web entertainment mixing synthetic and natural images. In: Proceedings of the International Workshop on Synthetic-Natural Hybrid Coding and 3D Imaging, Santorini, Greece, 1999 xxx. http://hdl.handle.net/2078.1/91496

114. De Vleeschouwer, Christophe; Macq, Benoît. New dictionaries for matching pursuits video coding. In: Proceedings of the IEEE International Conference on Image Processing, Chicago, USA, 1998, 0-8186-8821-1 xxx. http://hdl.handle.net/2078.1/91499

115. Delaigle, JF; De Vleeschouwer, Christophe; Goffin, Francis; Macq, Benoît; Quisquater, Jean-Jacques. Low cost watermarking based on a human visual model. In: Lecture Notes in Computer Science. Vol. 1242, p. 153-167 (1997). In: Lecture Notes in Computer Science vol.1242, Proceedings of the European Conference on Multimedia Applications, Services and Techniques (ECMAST), MILAN, Italy, Springer-verlag Berlin, 1997 xxx. doi:10.1007/BFb0037350. http://hdl.handle.net/2078.1/62497

116. De Vleeschouwer, Christophe; Marichal, Xavier; Delmot, Thierry; Macq, Benoît. A fuzzy logic system able to detect interesting areas of a video sequence. In: Proceedings of SPIE-IST: Human Visual System and Electronic Imaging, San Jose, CA, USA (SPIE-IST Electronic Imaging), 1997, p. 234-245 xxx. http://hdl.handle.net/2078.1/91504

117. Marichal, Xavier; De Vleeschouwer, Christophe; Macq, Benoît. Towards visual search engine based on fuzzy logic. In: Proceedings of the Workshop on Image Analysis for Multimedia Interactive Services, Louvain-la-Neuve, Belgium, 1997, 135-141 xxx. http://hdl.handle.net/2078.1/91500

118. Marichal, Xavier; De Vleeschouwer, Christophe; Delmot, Thierry; Macq, Benoît. Object-based coding through multigrid representation. In: Proceedings SPIE Vol. 2668, SPIE Digital Visual Communications: algorithms and technologies, San Jose, USA, 1996, p. 6-17 xxx. http://hdl.handle.net/2078.1/91515

119. Delaigle, Jean-Francois; De Vleeschouwer, Christophe; Macq, Benoît. Digital watermarking of images. In: Proceedings SPIE Vol.2659, IS&T/SPIE Electronic Imaging, science and technology: Optical Security and Conterfeit Deterrence Techniques, San Jose, USA, 1996, p. 99-110 xxx. http://hdl.handle.net/2078.1/91518

120. Marichal, Xavier; Delmot, Thierry; De Vleeschouwer, Christophe; Warscotte, Vincent; Macq, Benoît. Automatic detection of interest areas of an image or of a sequence of images. In: Proceedings of the IEEE International Conference on Image Processing, Lausanne, Switzerland, 1996, 0-7803-3259-8, p. 371-374, vol.3 xxx. http://hdl.handle.net/2078.1/91511

Book Chapters

1. Collin, Anne Sophie; De Vleeschouwer, Christophe. Joint Use of Skip Connections and Synthetic Corruption for Anomaly Detection with Autoencoders. In: Control Charts and Machine Learning for Anomaly Detection in Manufacturing (Springer Series in Reliability Engineering.; xxx), Springer, 2022, p. 187-215. 978-3-030-83818-8. xxx xxx. doi:10.1007/978-3-030-83819-5_8. http://hdl.handle.net/2078.1/255315

2. Chen, Fan; Delannay, Damien; De Vleeschouwer, Christophe; Parisot, Pascaline. Multi-sensored vision for autonomous production of personalized video summary. In: Computer Vision for Multimedia Applications: Methods and Solutions , IGI global, 2010, p. 102-120. 978-1-60960-024-2. xxx xxx. http://hdl.handle.net/2078.1/88939

3. Descampe, Antonin; De Vleeschouwer, Christophe; Jacques, Laurent; Marques, Ferran. "How does digital cinema compress images?". In: "Applied Signal Processing - A MATLAB-based approach" , Springer, MA, 2009, p. 361-410. 978-0-387-74534-3. xxx xxx. http://hdl.handle.net/2078.1/69236