Publications
Bernard GOSSELIN
Open the Institutional Repository
Number of publications : 147
2023
Scientific journals/Article
  • Rocca, F., Dave, M., Duvivier, V., Van daele, A., Demeuse, M., Derobertmasure, A., Mancas, M., & Gosselin, B. (2023). Designing an Assistance Tool for Analyzing and Modeling Trainer Activity in Professional Training Through Simulation. "Proceedings of ACM International Conference on Interactive Media Experiences (IMX ’23)".
Scientific congresses and symposiums/Paper published in a journal
  • La fisca, L., Jennebauffe, C., Bruyneel, M., Ris, L., Lefebvre, L., Siebert, X., & Gosselin, B. (2023). Enhancing OSA Assessment with Explainable AI. "Annual International Conference of the IEEE Engineering in Medicine and Biology Society".
  • Ennadifi, E., Ravet, T., Mancas, M., Mokhtari, M. E. A., & Gosselin, B. (2023). Enhancing VR Gaming Experience using Computational Attention Models and Eye-Tracking. "ACM International Conference on Interactive Media Experiences (IMX)".
  • La fisca, L., Jennebauffe, C., Bruyneel, M., Ris, L., Lefebvre, L., Siebert, X., & Gosselin, B. (2023). Explainable AI for EEG Biomarkers Identification in Obstructive Sleep Apnea Severity Scoring Task. "Proceedings IEEE/EMBS Conference on Neural Engineering (NER)".
Dissertations and theses/Doctoral thesis
  • La fisca, L. (2023). "Human-Centered xAI: Towards Overcoming Interpretation Biases in Biomedical Signal Analysis" [Doctoral thesis, UMONS - University of Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/48572
  • Georlette, V. (2023). "Technical Feasibility of Visible Light Communication Systems for Low Bitrate Smart Cities and the Industry 4.0 Applications" [Doctoral thesis, UMONS - University of Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/46248
Diverse speeches and writings/Conference given outside the academic context
  • Mokhtari, M. E. A., Mancas, M., Vandenbulcke, V., Ennadifi, E., Laraba, S., Tazir, M., & Gosselin, B. (2023). "Efficient Action Recognition for Drones: A Comparative Study of Lightweight and Traditional Models" [Paper presentation]. European Test and Telemetry Conference, Toulouse, France.
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2022
Scientific journals/Article
  • La Fisca, L., Vandenbulcke, V., Wauthia, E., Miceli, A., Simoes Loureiro, I., Ris, L., Lefebvre, L., Gosselin, B., & Pernet, C. R. (22 November 2022). Biases in BCI experiments: Do we really need to balance stimulus properties across categories? "Frontiers in Computational Neuroscience, 16". doi:10.3389/fncom.2022.900571
  • Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (November 2022). FasterAI: A Lightweight Library for Neural Networks Compression. "Electronics, 11" (22), 3789. doi:10.3390/electronics11223789
  • Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (2022). One-Cycle Pruning: Pruning Convnets With Tight Training Budget. "2022 IEEE International Conference on Image Processing (ICIP)". doi:10.1109/icip46576.2022.9897980
  • Mokhtari, M. E. A., Vandenbulcke, V., Laraba, S., Mancas, M., Ennadifi, E., Tazir, M., & Gosselin, B. (2022). Semi-synthetic Data for Automatic Drone Shadow Detection. "ESANN".
  • Dandrifosse, S.* , Ennadifi, E.* , Carlier, A., Gosselin, B., Dumont, B., & Mercatoris, B. (2022). Deep Learning for Wheat Ear Segmentation and Ear Density Measurement: From Heading to Maturity. "Computers and Electronics in Agriculture".
  • Kong, P., Mancas, M., Gosselin, B., & Po, K. (June 2022). DeepRare: Generic Unsupervised Visual Attention Models. "Electronics, 11" (11), 1696. doi:10.3390/electronics11111696
Scientific congresses and symposiums/Paper published in a book
  • Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (2022). Improve Convolutional Neural Network Pruning by Maximizing Filter Variety. In S. Sclaroff (Ed.), "Image Analysis and Processing – ICIAP 2022 - 21st International Conference, 2022, Proceedings". Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-3-031-06427-2_32
  • Siv, R., Mancas, M., Gosselin, B., Valy, D., & Sreng, S. (2022). People Tracking and Re-Identifying in Distributed Contexts: Extension Study of PoseTReID. In M. Facta (Ed.), "Proceedings - 9th International Conference on Electrical Engineering, Computer Science and Informatics, EECSI 2022". Institute of Electrical and Electronics Engineers Inc. doi:10.23919/EECSI56542.2022.9946587
Scientific congresses and symposiums/Paper published in a journal
  • Ennadifi, E., Dandrifosse, S., Mokhtari, M. E. A., Carlier, A., Laraba, S., Mercatoris, B., & Gosselin, B. (2022). Local Unsupervised Wheat Head Segmentation. "ICCP 2022".
  • Dandrifosse, S., Ennadifi, E., Carlier, A., Gosselin, B., Dumont, B., & Mercatoris, B. (2022). Effect of the sun on the measurement of wheat ear density by deep learning. "The 15th International Conference on Precision Agriculture".
Scientific congresses and symposiums/Poster
Computer developments/Textual, factual or bibliographical database
  • Dandrifosse, S., Ennadifi, E., Carlier, A., Gosselin, B., Dumont, B., & Mercatoris, B. (2022). "Contrasted-Fertilization Wheat Ear Dataset 2020". doi:10.5281/zenodo.5709821
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2021
Scientific journals/Article
  • Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (2021). Fake-Buster: A Lightweight Solution for Deepfake Detection. "Proceedings of SPIE: The International Society for Optical Engineering". doi:10.1117/12.2596317
Scientific congresses and symposiums/Unpublished conference/Abstract
  • Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (25 November 2021). "Introduction to Compression Techniques for Lighter Neural Networks" [Paper presentation]. Workshop Energy4Climate, Paris, France.
Scientific congresses and symposiums/Paper published in a journal
  • Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (2021). "One-Cycle Pruning: Pruning ConvNets Under a Tight Training Budget" [Paper presentation]. Sparsity in Neural Networks: Advancing Understanding and Practice, Remote, NULL.
Scientific congresses and symposiums/Paper published on a website
  • La Fisca, L., & Gosselin, B. (27 May 2021). "A Versatile Validation Framework for ERP and Oscillatory Brain Source Localization Using FieldTrip" [Paper presentation]. International Conference on Biometric Engineering and Applications, Taiyuan, China. doi:10.1145/3476779.3476781
Dissertations and theses/Doctoral thesis
  • Honfoga, A.-C. (2021). "Study of advanced signal processing techniques for extended Digital Video Broadcasting-Terrestrial Second Generation" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/3134
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2020
Scientific congresses and symposiums/Unpublished conference/Abstract
  • La Fisca, L., Dutoit, T., Lefebvre, L., Simoes Loureiro, I., Ris, L., & Gosselin, B. (21 January 2020). "Deep Learning based Neurofeedback Targeting Semantic Memory in Alzheimer's Disease" [Paper presentation]. 4th HBP Student Conference on Interdisciplinary Brain Research, Pisa, Italy.
Scientific congresses and symposiums/Paper published in a journal
  • Siv, R., Mancas, M., Seng, S., Chhun, S., & Gosselin, B. (2020). "People Tracking and Re-Identifying in Distributed Contexts: PoseTREID Framework and Dataset" [Paper presentation]. International Conference on Information Technology and Electrical Engineering, Yogyarkarta, Indonesia.
  • Ennadifi, E., Laraba, S., Vincke, D., Mercatoris, B., & Gosselin, B. (2020). Wheat Diseases Classification and Localization Using Convolutional Neural Networks and GradCAM Visualization. "IEEE ISCV2020".
  • Mancas, M., Kong, P., Gosselin, B., & Seng, S. (2020). "Visual Attention: Deep Rare Features" [Paper presentation]. International Conference on Imaging, Vision & Pattern Recognition (ICVPR), Fukuoka, Japan.
  • Hubens, N., Mancas, M., Gosselin, B., Decombas, M., Preda, M., Zaharia, T., & Dutoit, T. (2020). "An Experimental Study of the Impact of Pre-Training on the Pruning of a Convolutional Neural Network" [Paper presentation]. APPIS 2020: Proceedings of the 3rd International Conference on Applications of Intelligent Systems, Las Palmas de Gran Canaria, Spain.
Dissertations and theses/Doctoral thesis
  • Laraba, S. (2020). "Deep Learning for Skeleton-Based Human Action Recognition" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/42333
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2019
Scientific congresses and symposiums/Paper published in a journal
  • Milisavljevic, A., Le Bras, T., Mancas, M., Petermann, C., Gosselin, B., & Doré-Mazars, K. (2019). "Towards a better description of visual exploration through temporal dynamic of ambient and focal modes" [Paper presentation]. ACM Symposium on Eye Tracking Research & Applications, Denver, United States - Colorado.
Dissertations and theses/Doctoral thesis
  • Itani, S. (2019). "Towards Explainable Knowledge-Guided Data Mining for Medical Diagnosis Aid: Application to Children Mental Disorders" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/33828
  • Van Laere, A. (2019). "Powerline communication transmission performance study in field conditions: cases of G3-PLC for smart metering and Homeplug AV2 for railway signaling" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/9339
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2018
Scientific congresses and symposiums/Paper published in a journal
  • Kong, P., Mancas, M., Nimol, T., Gosselin, B., & seng, K. (2018). "DO DEEP-LEARNING SALIENCY MODELS REALLY MODEL SALIENCY?" [Paper presentation]. IEEE International Conference on Image Processing, Athens, Greece.
  • Milisavljevic, A., Hammard, A., Petermann, C., Gosselin, B., Doré-Mazars, K., & Mancas, M. (2018). "Eye and Mouse coordination during task: from behaviour to prediction" [Paper presentation]. Conference on Human Computer Interaction Theory and Application, Madeira, Portugal.
  • Kong, P., Mancas, M., Gosselin, B., & seng, K. (2018). "Generic and Effective Visual Attention" [Paper presentation]. International Conference on Pattern Recognition and Artificial Intelligence, Montreal, Canada.
Dissertations and theses/Master’s dissertation
  • Georlette, V. (2018). "Evaluation and comparison of auto-encoders in the context of DSL line troubleshooting" [Master’s dissertation, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/9175
Dissertations and theses/Doctoral thesis
  • Nguyen, T. T. (2018). "Advanced Digital Signal Processing for Multicarrier Modulation Based Coherent Optical Transmissions" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/5318
  • Seddati, O. (2018). "Reconnaissance et Recherche de Données Multimédia par les Réseaux de Neurones Profonds" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/42315
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2017
Scientific congresses and symposiums/Paper published in a journal
  • Marighetto, P., Coutrot, A., Riche, N., Guyader, N., Mancas, M., Gosselin, B., & Laganière, R. (2017). "Audio-Visual Attention: Eye-Tracking Dataset and Analysis Toolbox" [Paper presentation]. IEEE International Conference on Image Processing, Beijing, China.
  • Milisavljevic, A., Doré-Mazars, K., Gosselin, B., Mancas, M., & Petermann, C. (2017). "What scroll can teach us about web users?" [Paper presentation]. European Conference on Visual Perception, Berlin, Germany.
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2016
Scientific congresses and symposiums/Paper published in a journal
  • Marighetto, P., Hadj Abdelkader, I., Duzelier, S., Decombas, M., Riche, N., Jakubowicz, J., Mancas, M., Gosselin, B., & Laganière, R. (2016). "FuNNRar: Hybrid Rarity/Learning Visual Saliency" [Paper presentation]. IEEE International Conference on Image Processing, Phoenix, United States - Arizona.
  • Picart, B., Gosselin, B., Hupez, M., De Grève, Z., & Vallée, F. (2016). "Application of Signal Processing Techniques for the Generation of Wind Profiles Dedicated to Electrical System Planning Tools" [Paper presentation]. 51st International Universities' Power Engineering Conference, UPEC 2016, Coimbra, Portugal.
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2015
Scientific journals/Article
  • Rocca, F., Mancas, M., Grisard, F., Leroy, J., Ravet, T., & Gosselin, B. (2015). Head pose estimation & TV Context: current technology. "EAI Endorsed Transactions on Creative Technologies".
Scientific congresses and symposiums/Paper published in a journal
  • Decombas, M., Marighetto, P., Mancas, M., Cassagne, I., Riche, N., Gosselin, B., Dutoit, T., & Laganière, R. (2015). "An Evaluation Criterion of Saliency Models for Video Seam Carving" [Paper presentation]. 7th IEEE International Workshop on Multimedia Signal Processing (MMSP2015), Xiamen, China.
  • Leroy, J., Riche, N., Mancas, M., & Gosselin, B. (2015). "3D Saliency Based on Supervoxels Rarity in Point Clouds" [Paper presentation]. Symposium on Attention in Cognitive Systems, Hamburg, Germany.
  • Cassagne, I., Riche, N., Decombas, M., Mancas, M., Gosselin, B., Dutoit, T., & Laganière, R. (2015). "Video saliency based on rarity prediction: HYPERAPTOR" [Paper presentation]. 23rd European Signal Processing Conference (EUSIPCO 2015), Nice, France.
  • Rocca, F., De Deken, P.-H., Grisard, F., Mancas, M., & Gosselin, B. (2015). Real-Time Marker-Less Implicit Behavior Tracking for User Profiling in a TV Context. "casa 2015 : 28th international conference on computer animation and social agents 2015 - Proceedings Short Papers (ISBN: 978-981-09-4946-4 )".
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2014
Parts of books/Contribution to collective works
  • Rocca, F., Mancas, M., & Gosselin, B. (2014). Head Pose Estimation by Perspective-n-Point Solution Based on 2D Markerless Face Tracking. In "Intelligent Technologies for Interactive Entertainment". Reidsma, Dennis.
Scientific congresses and symposiums/Paper published in a journal
  • Leroy, J., Riche, N., Mancas, M., Gosselin, B., & Dutoit, T. (2014). "SuperRare: an Object-oriented Saliency Algorithm Based on Superpixels Rarity" [Paper presentation]. IEEE International Conference on Robotics and Automation (ICRA 2014), Hong Kong, China.
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2013
Parts of books/Contribution to collective works
  • Leroy, J., Rocca, F., Mancas, M., & Gosselin, B. (2013). 3D Head Pose Estimation for TV Setups. In "Intelligent Technologies for Interactive Entertainment". Springer.
  • D'alessandro, N., Astrinaki, M., & Dutoit, T. (2013). MAGEFACE : Performative Convension of Facial Characteristics into Speech Synthesis Parameters. In M. Mancas, T. Dutoit, N. D'alessandro, X. Siebert, B. Gosselin, C. Valderrama, M. Mancas (Ed.), T. Dutoit (Ed.), N. D'alessandro (Ed.), X. Siebert (Ed.), B. Gosselin (Ed.), ... C. Valderrama (Ed.), "Intelligent Technologies for Interactive Entertainment" (pp. 179-182).
  • Ben Madhkour, R., Burczykowski, L., Mancas, M., & Gosselin, B. (2013). Image Surround: Automatic Projector Calibration for Indoor Adaptive Projection. In "Intelligent Technologies for Interactive Entertainment" (pp. 156-162). Springer.
Scientific journals/Article
  • Riche, N., Mancas, M., Duvinage, M., Mibulumukini, M., Gosselin, B., & Dutoit, T. (2013). RARE2012: A multi-scale rarity-based saliency detection with its comparative statistical analysis. "Signal Processing: Image Communication".
Scientific congresses and symposiums/Paper published in a book
  • Mancas, M., Dutoit, T., D'alessandro, N., Siebert, X., Gosselin, B., & Valderrama, C. (2013). "Intelligent Technologies for Interactive Entertainment: 5th International ICST Conference, INTETAIN 2013" [Paper presentation]. 5th International ICST Conference, INTETAIN 2013, Mons, Belgium.
Scientific congresses and symposiums/Paper published in a journal
  • Leroy, J., Rocca, F., & Gosselin, B. (2013). "Proxemics Measurement During Social Anxiety Disorder Therapy Using a RGBD Sensors Network" [Paper presentation]. MICCAI 2013 workshop on Bio-Imaging and Visualization for Patient-Customized Simulations, Nagoya, Japan.
  • Mibulumukini, M., Riche, N., Mancas, M., Gosselin, B., & Dutoit, T. (2013). "BIOLOGICALLY PLAUSIBLE CONTEXT RECOGNITION ALGORITHMS" [Paper presentation]. ICIP 2013, Melbourne, Australia.
  • Decombas, M., Riche, N., Dufaux, F., Pesquet-Popescu, B., Mancas, M., Gosselin, B., & Dutoit, T. (2013). "Spatio-Temporal Saliency Based on Rare Model" [Paper presentation]. ICIP 2013, Melbourne, Australia.
  • Riche, N., Duvinage, M., Mancas, M., Gosselin, B., & Dutoit, T. (2013). "Saliency and Human Fixations: State-of-the-art and Study of Comparison Metrics" [Paper presentation]. international Computer Vision, Sydney, Australia.
  • Riche, N., Duvinage, M., Mancas, M., Gosselin, B., & Dutoit, T. (2013). "A study of parameters affecting visual saliency assessment" [Paper presentation]. 6th International Symposium on Attention in Cognitive Systems, Beijing, China.
  • Leroy, J., Rocca, F., Mancas, M., & Gosselin, B. (2013). "Second screen interaction: an approach to infer TV watcher's interest using 3D head pose estimation" [Paper presentation]. LiME, Rio de Janeiro, Brazil.
  • Ben Madhkour, R., Mancas, M., & Gosselin, B. (2013). "Automatic Geometric projector calibration: Application to a 3D real-time visual feedback" [Paper presentation]. International conference on Computer Vision Theory and Apllications, Barcelona, Spain.
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2012
Scientific congresses and symposiums/Paper published in a journal
  • Riche, N., Mancas, M., CULIBRK, D., CRNOJEVIC, V., Gosselin, B., & Dutoit, T. (2012). "Dynamic saliency models and human attention: a comparative study on videos" [Paper presentation]. Proceedings of the 11th Asian Conference on Computer Vision (ACCV), Daejeon, South Korea.
  • Riche, N., Mancas, M., Gosselin, B., & Dutoit, T. (2012). "RARE: a New Bottom-Up Saliency Model" [Paper presentation]. IEEE ICIP, Orlando, United States - Florida.
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2011
Scientific journals/Article
  • Unay, D., Gosselin, B., Kleynen, O., Leemans, V., Destain, M.-F., & Debeir, O. (18 January 2011). Automatic grading of Bi-colored apples by multispectral machine vision. "Computers and Electronics in Agriculture, 75" (1), 203-212.
Scientific congresses and symposiums/Paper published in a journal
  • Descamps, A., Carincotte, C., & Gosselin, B. (2011). "Person Detection for Indoor Videosurveillance using Spatio-Temporal Integral Features" [Paper presentation]. InterHub 2011 : Workshop on Interactive Human Behavior Analysis in Open or Public Spaces, Amsterdam, Netherlands.
  • Mancas, M., Riche, N., Leroy, J., Gosselin, B., & Dutoit, T. (2011). "'Toward a Social Attentive Machine'" [Paper presentation]. AAAI Fall Symposia, Washington, United States - District of Columbia.
  • Mancas, M., Riche, N., Leroy, J., & Gosselin, B. (2011). "Abnormal motion selection in crowds using bottom-up saliency" [Paper presentation]. ICIP 2011 : 2011 IEEE International Conference on Image Processing, Bruxelles, Belgium.
  • Riche, N., Mancas, M., Gosselin, B., & Dutoit, T. (2011). "3D  Saliency  for  Abnormal  Motion  Selection:   the  Role  of  the  Depth  Map" [Paper presentation]. ICVS, Sophia Antipolis, France.
  • Leroy, J., Riche, N., Zajega, F., Mancas, M., Tilmanne, J., Gosselin, B., & Dutoit, T. (2011). "The Attentive Machine: be Different!" [Paper presentation]. INTETAIN 2011, Genoa, Italy.
  • Leroy, J., Mancas, M., & Gosselin, B. (2011). "Personal space augmented reality tool" [Paper presentation]. 32nd WIC Symposium on Information Theory in the Benelux, Université Libre de Bruxelles, Brussels, Belgium.
Dissertations and theses/Doctoral thesis
  • Yüksel, K. (2011). "Development of an optical frequency domain reflectometer and applications to the interrogation of fiber Bragg gratings" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/17993
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2010
Scientific congresses and symposiums/Paper published in a journal
  • Mancas, M., & Gosselin, B. (2010). "Dense crowd analysis through bottom-up and top-down attention" [Paper presentation]. Proc. of the Brain Inspired Cognitive Sytems (BICS 2010), Madrid, Spain.
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2009
Scientific journals/Article
  • Dubuisson, T., Dutoit, T., Gosselin, B., & Remacle, M. (23 April 2009). On the use of the correlation between acoustic descriptors for the normal/pathological voices discrimination. "EURASIP Journal on Advances in Signal Processing, 2009".
Scientific congresses and symposiums/Paper published in a journal
  • Dubuisson, T., Dutoit, T., Gosselin, B., & Remacle, M. (2009). "Discrimination between normal and pathological voices by using correlations between acoustic descriptors" [Paper presentation]. Advanced Voice Function Assessment Workshop, Madrid, Spain.
  • Demeyer, J., Dubuisson, T., Dutoit, T., Gosselin, B., & Remacle, M. (2009). "Glottis segmentation with a high-speed glottography : a fully automatic method" [Paper presentation]. Advanced Voice Function Assessment Workshop, Madrid, Spain.
  • Linze, N., Kouahou, A., Nkuitang, B., Moeyaert, V., Bette, S., Gosselin, B., & Mégret, P. (2009). "Caractérisation des défauts d'une liaison optique basée sur l'analyse du portrait de phase" [Paper presentation]. Journées Nationales d'Optique Guidée, Lille, France.
Scientific congresses and symposiums/Poster
  • Dubuisson, T., Dutoit, T., Gosselin, B., & Remacle, M. (28 May 2009). "Selection and combination of acoustic descriptors for the discrimination between normal and pathological speakers" [Poster presentation]. Pôles d'attraction interuniversitaire/Dynamical systems, control and optimization, Mons, Belgium.
Diverse speeches and writings/Article for a general audience
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2008
Scientific journals/Article
  • Thillou, C., Ferreira, S., Demeyer, J., Minetti, C., & Gosselin, B. (02 January 2008). A Multifonctional Reading Assistant for the Visually Impaired. "International Journal of Image and Video Processing, 2".
Scientific congresses and symposiums/Paper published in a journal
  • Mancas, M., Gosselin, B., & Macq, B. (2008). "Attention-based Pathology Visualization in Head and Neck Area" [Paper presentation]. Liège Image Days (1st), Liège, Belgium.
Scientific congresses and symposiums/Poster
  • Demeyer, J., & Gosselin, B. (12 March 2008). "Glottis Segmentation with a Highspeedglottography : a New Approach" [Poster presentation]. Liège Image Days (1st), Liège, Belgium.
Dissertations and theses/Doctoral thesis
  • Arias, C., Bonezzi, R., Boulanger, N., Sezgin, E., Sundell, P., Torres-Gomez, A., & Valenzuela, M. (2008). "Métrologie et modélisation du bruit impulsionnel présent dans la voie montante des réseaux de télédistribution interactifs : étude de son impact et réduction de ses effets sur la qualité de transmissions numériques" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/1227
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2007
Parts of books/Contribution to collective works
  • Thillou, C., & Gosselin, B. (2007). Natural Scene Text Understanding. In "Vision Systems - Segmentation & Pattern Recognition" (pp. 307-332). I-Tech Education and Publishing.
Scientific journals/Article
  • Mancas, M., Gosselin, B., & Macq, B. (01 September 2007). Perceptual Image Representation. "International Journal of Image and Video Processing, 2007".
  • Thillou, C., & Gosselin, B. (01 July 2007). Color Text Extraction with Selective Metric-based Clustering. "Computer Vision & Image Understanding [=CVIU], 107" (1-2), 97-107.
  • Kostopoulos, K., Moustakas, K., Tzovaras, D., Nikolakis, G., Thillou, C., & Gosselin, B. (01 January 2007). Haptic Access to Conventional 2D Maps for the Visually Impaired. "Journal on Multimodal User Interfaces, 2" (1), 13-19.
  • Unay, D., & Gosselin, B. (01 January 2007). Stem and Calyx Recognition on 'Jonagold' Apples by pattern Recognition. "Journal of Food Engineering, 78" (2), 597-605.
Scientific congresses and symposiums/Paper published in a journal
  • Mancas, M., Gosselin, B., & Macq, B. (2007). "A Three-Level Computational Attention Model" [Paper presentation]. A ICVS Workshop on Computational Attention & Applications, Bielefeld, Germany.
  • Mancas, M., Unay, D., Gosselin, B., & Macq, B. (2007). "Computational Attention for Defect Localisation" [Paper presentation]. A ICVS Workshop on Computational Attention & Applications, Bielefeld, Germany.
  • Mancas, M., Couvreur, L., Gosselin, B., & Macq, B. (2007). "Computational Attention for Event Detection" [Paper presentation]. A ICVS Workshop on Computational Attention & Applications, Bielefeld, Germany.
Scientific congresses and symposiums/Poster
  • Dubuisson, T., Dutoit, T., Gosselin, B., Grenez, F., Remacle, M., & Schoentgen, J. (13 March 2007). "ECLIPSE, a multimodal analysis of speech pathologies" [Poster presentation]. Matinée de Chercheurs de la Faculté Polytechnique de Mons, Mons, Belgium.
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2006
Scientific journals/Article
  • Unay, D., & Gosselin, B. (2006). Automatic Defect Segmentation of 'Jonagold' Apples on Multi-Spectral Images: A Comparative Study. "Postharvest Biology and Technology".
Scientific congresses and symposiums/Unpublished conference/Abstract
  • Dubuisson, T., Dutoit, T., Gosselin, B., Grenez, F., Remacle, M., & Schoentgen, J. (02 November 2006). "ECLIPSE, a multimodal analysis of speech pathologies" [Paper presentation]. Similar Meeting, Dublin, Ireland.
Scientific congresses and symposiums/Paper published in a journal
  • Thillou, C., & Gosselin, B. (2006). "Spatial and Color Spaces Combination for Natural Scene Text Extraction" [Paper presentation]. IEEE International Conference on Image Processing, Atlanta, United States - Georgia.
  • Thillou, C., & Gosselin, B. (2006). "Character Segmentation-by-Recognition Using Log-Gabor Filters" [Paper presentation]. ICPR 2006 - IAPR International Conference on Pattern Recognition, Hong-Kong, China.
  • Unay, D., & Gosselin, B. (2006). "Apple Defect Segmentation by Artificial Neural Networks" [Paper presentation]. BeNeLux Conference on Artificial Intelligence, Namur, Belgium.
  • Unay, D., Debeir, O., & Gosselin, B. (2006). "Apple Stem and Calyx Recognition by Decision Trees" [Paper presentation]. IASTED Visualization, Imaging and Image Processing Conference, Palma de Mallorca, Spain.
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2005
Scientific journals/Article
  • Thillou, C., Ferreira, S., & Gosselin, B. (01 May 2005). An Embedded Application for Degraded Text Recognition. "EURASIP Journal on Applied Signal Processing, 13", 2127-2135.
Scientific congresses and symposiums/Paper published in a journal
  • Gaudissart, V., Ferreira, S., Thillou, C., & Gosselin, B. (2005). "Sypole: a Mobile Assistant for the Blind" [Paper presentation]. EUSIPCO 2005, Antalya, Turkey.
  • Thillou, C., & Gosselin, B. (2005). "Color Binarization for complex Camera-based Images" [Paper presentation]. Electronic Imaging Conference of the Internatiional Society for Optical Imaging, San Jose, United States.
  • Thillou, C., Mancas, M., & Gosselin, B. (2005). "Camera-based Degraded Character Segmentation into Individual Components" [Paper presentation]. IEEE International Conference on Documents Analysis and Recognition (ICDAR 2005) Seoul, Corée, Seoul, South Korea.
  • Mancas, M., Gosselin, B., & Macq, B. (2005). "Segmentation Using a Region Growing Thresholding" [Paper presentation]. Electronic Imaging Conference of the Internatiional Society for Optical Imaging, San Jose, United States.
  • Gosselin, B., Mancas, M., & Macq, B. (2005). "Tumor Detection using Airways Asymmetry" [Paper presentation]. IEEE EMBC, Shangaï, China.
  • Mancas, M., Gosselin, B., & Macq, B. (2005). "Fast and Automatic Tumoral Area Localisation Using Symmetry" [Paper presentation]. IEEE ICASSP Conference, Philadelphia, United States - Pennsylvania.
  • Unay, D., & Gosselin, B. (2005). "Thresholding-based Segmentation and Apple Grading by Machine Vision" [Paper presentation]. EUSIPCO 2005, Antalya, Turkey.
  • Unay, D., & Gosselin, B. (2005). "Artificial Neural Network-based Segmentation and Apple Grading by Machine Vision" [Paper presentation]. IEEE ICIP 2005, Gênes, Italy.
  • Thillou, C., Gosselin, B., & Mancas, M. (2005). "Segmentation en Caractères Individuels dans des Images de Scènes Naturelles" [Paper presentation]. GRETSI Conference, Louvain-la-Neuve, Belgium.
  • Ferreira, S., Garin, V., & Gosselin, B. (2005). "A Text Detection Technique Applied in the Framework of a Mobile Camera-Based Application" [Paper presentation]. Proc. of Camera-based Document Analysis and Recognition (CBDAR 2005), workshop of ICDAR, Seoul, South Korea.
  • Thillou, C., & Gosselin, B. (2005). "Color Text Extraction from Camera-based Images - the Impact of the Choice of the Clustering Distance" [Paper presentation]. IEEE International Conference on Documents Analysis and Recognition (ICDAR 2005) Seoul, Corée, Seoul, South Korea.
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2004
Scientific congresses and symposiums/Paper published in a journal
  • Mancas, M., & Gosselin, B. (2004). "Iterative watersheds: a novel fuzzy segmentation technique" [Paper presentation]. Medical Imaging Conference of the International Society for Optical Imaging, San Diego, United States - California.
  • Unay, D., & Gosselin, B. (2004). "Stem-end/Calyx Detection in Apple Fruits: Comparison of Feature Selection Methods and Classifiers" [Paper presentation]. International Conference on Computer Vision and Graphics, Varsovie, Poland.
  • Thillou, C., & Gosselin, B. (2004). "Robust thresholding based on wavelets and thinning algorithms for degraded camera images" [Paper presentation]. IEEE ACIVS 2004, Bruxelles, Belgium.
  • Mancas, M., Gosselin, B., & Macq, B. (2004). "Automatic Fast Detection of Tumor suspect areas on CT Scan" [Paper presentation]. IEEE VIS 2004 Conference, Austin, United States - Texas.
  • Gaudissart, V., Ferreira, S., Thillou, C., & Gosselin, B. (2004). "Mobile Reading Assistant for Blind People" [Paper presentation]. 9th International Conference on Speech and Computer, Saint Petersburg, Russia.
  • Unay, D., & Gosselin, B. (2004). "A Quality Sorting Method For `Jonagold` Apples" [Paper presentation]. AgEng Engineering the Future (International Conference of Agricultural Engineering), Leuven, Belgium.
  • Mancas, M., & Gosselin, B. (2004). "Towards an automatic tumor segmentation using iterative watersheds" [Paper presentation]. Medical Imaging Conference of the International Society for Optical Imaging, San Diego, United States - California.
  • Mancas, M., Gosselin, B., & Macq, B. (2004). "Risk Areas Segmentation for Radiotherapy Planning using Distance Maps" [Paper presentation]. Optical Imaging at the NIH, Washington DC, United States - District of Columbia.
  • Luijkx, A., Thillou, C., & Gosselin, B. (2004). "A Prolongation-based Approach for Recognizing Cut Characters" [Paper presentation]. International Conference on Computer Vision and Graphics, Varsovie, Poland.
  • Unay, D., & Gosselin, B. (2004). "An Approach for Recognizing Stem-end/Calyx regions in Apple Quality Sorting" [Paper presentation]. ACIVS Conference (Advanced Concepts for Intelligent Vision Systems), Bruxelles, Belgium.
  • Unay, D., & Gosselin, B. (2004). "A Quality Grading Approach for 'Jonagold' Apples" [Paper presentation]. 4th IEEE Benelux Signal Processing Symposium, Hilvarenbeek, Netherlands.
  • Thillou, C., & Gosselin, B. (2004). "Combination of Binarization and Charater Segmentation using Color Information" [Paper presentation]. IEEE Symposium on Signal Processing and Information Technology, Rome, Italy.
  • Thillou, C., & Gosselin, B. (2004). "Segmentation-based Binarization for Color Degraded Images" [Paper presentation]. International Conference on Computer Vision and Graphics, Varsovie, Poland.
Scientific congresses and symposiums/Poster
  • Sebbe, R., Gosselin, B., Coche, E., & Macq, B. (01 January 2004). "Détection automatique de l'embolie pulmonaire" [Poster presentation]. Colloque Sciences en Sologne 2004, Sologne, France.
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2003
Scientific congresses and symposiums/Unpublished conference/Abstract
  • Sebbe, R., Coche, E., & Gosselin, B. (01 January 2003). "Segmentation de l'arborescence artérielle pulmonaire par blocs" [Paper presentation]. Journées Françaises de Radiologie, Paris, France.
Scientific congresses and symposiums/Paper published in a journal
  • Ferreira, S., Thillou, C., & Gosselin, B. (2003). "From Picture to speech: an innovative OCR application for embedded environment" [Paper presentation]. 14th Pro RISC workshop on Circuits, Systems and Signal Processing, Veldhoven, Netherlands.
  • Sebbe, R., Coche, E., Gosselin, B., & Macq, B. (2003). "Pulmonary Arteries Segmentation and Feature Extraction through Slice Marching" [Paper presentation]. 14th Pro RISC workshop on Circuits, Systems and Signal Processing, Veldhoven, Netherlands.
  • Gosselin, B., & Unay, D. (2003). "A Study on Quality Grading of 'Jonagold' Apples" [Paper presentation]. IEEE ISSPIT Symposium on Signal Processing and Information Technology, Darmstadt, Germany.
  • Mancas, M., & Gosselin, B. (2003). "Iterative Watersheds and Fuzzy Tumor Visualization" [Paper presentation]. IEEE Visualization Conference, Seattle, United States - Washington.
  • Mancas, M., & Gosselin, B. (2003). "Fuzzy Tumor Segmentation based on Iterative Watersheds" [Paper presentation]. 14th Pro RISC workshop on Circuits, Systems and Signal Processing, Veldhoven, Netherlands.
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2002
Scientific congresses and symposiums/Paper published in a journal
  • Unay, D., & Gosselin, B. (2002). "Apple Defect Detection and Quality Classification with MLP-Neural Networks" [Paper presentation]. IEEE ProRisc2002, Eindhoven, Netherlands.
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1999
Scientific congresses and symposiums/Paper published in a journal
  • Gosselin, B., & Paggiaro, A. (1999). "A study of Hidden Markov Models for Off-Line Recognition of Handwritten Characters" [Paper presentation]. ProRISC'99, Mierlo, Netherlands.
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1998
Scientific congresses and symposiums/Paper published in a journal
  • Gosselin, B. (1998). "Enhancing handwritten character images thanks to a re-sampling process based on convex hull extraction" [Paper presentation]. EUSIPCO 1998, Rhodes, Greece.
  • Gosselin, B. (1998). "Amélioration d'images de caractères manuscrits par ré-échantillonnage basé sur l'extraction du polygone convexe" [Paper presentation]. Réunion des Théoriciens des Circuits de Langue Française 1998, Brest, France.
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1997
Scientific congresses and symposiums/Paper published in a journal
  • Gosselin, B. (1997). "On the Combination of Neural Nets Classifiers for Handwritten Character Recognition" [Paper presentation]. IWSSIP, Poznan, Poland.
  • Gosselin, B. (1997). "Conditional Combination of Neural Nets Classifiers for Handwritten Character Recognition" [Paper presentation]. WIAMIS, Louvain-la-Neuve, Belgium.
  • Gosselin, B. (1997). "Improved Hand-written Character Recognition thanks to a New Geometric Distortion Method" [Paper presentation]. 6th the Int. Conf. On Image Processing and its Applications, Dublin, Ireland.
  • Gosselin, B. (1997). "Cooperation of Multilayer Perceptron Classifiers" [Paper presentation]. 8th Workshop on Circuits, Systems and Signal Processing, Mierlo, Netherlands.
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1996
Scientific journals/Article
  • Gosselin, B. (01 January 1996). Multilayer Perceptrons Combination Applied to Handwritten Character Recognition. "Pattern Recognition Letters, 3", 3-10.
Scientific congresses and symposiums/Paper published in a journal
  • Gosselin, B. (1996). "Coopération Optimisée de Réseaux de Neurones pour la Reconnaissance de Caractères Manuscrits" [Paper presentation]. 10ème Congrès Reconnaissance des Formes et Intelligence Artificielle, Rennes, France.
  • Gosselin, B. (1996). "Optimal Neural Networks Combination for Handwritten Characters Recognition" [Paper presentation]. EUSIPCO, Trieste, Italy.
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1995
Scientific congresses and symposiums/Paper published in a journal
  • Gosselin, B. (1995). "Neural Networks Combination for Improved Handwritten Characters Recognition" [Paper presentation]. Int. Conf. on Signal and Image Processing, Las Vegas, United States - Nevada.
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1994
Scientific congresses and symposiums/Paper published in a journal
  • Gosselin, B. (1994). "A comparison of different feature extractors for handwritten character recognition" [Paper presentation]. Proceedings of the workshop on circuits, system and signal processing - Prorisc, Mierlo, Netherlands.
  • Gosselin, B. (1994). "Handwritten Characters Recognition Using Neural Networks" [Paper presentation]. BIVA Seminar on Image Processing and Interpretation Techniques, Leuven, Belgium.
  • Gosselin, B. (1994). "Handwritten Characters Recognition Using Neural Networks" [Paper presentation]. URSI Forum, Louvain-la-Neuve, Belgium.
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1993
Scientific congresses and symposiums/Paper published in a journal
  • Gosselin, B. (1993). "Multilayer Perceptron and Uppercase Handwritten Character Recognition" [Paper presentation]. 2nd International Conference on Document Analysis and Recognition, Tsukuba, Japan.
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1991
Scientific congresses and symposiums/Paper published in a journal
  • Gosselin, B. (1991). "Boolean neural network applied to the recognition of typographic characters" [Paper presentation]. 1st International Conference on Document Analysis and Recognition, Saint-Malo, France.
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