Publications

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Legend :

= Image Processing
= Biomedical Signal Processing
= Speech Synthesis
(abstracts or draft versions available as PDF or Postscript files)



Publications List :



Books or chapter in book

2007
C. MANCAS-THILLOU, B. GOSSELIN, 2007, "Natural Scene Text Understanding", Vision Systems, Segmentation and Pattern Recognition, Ch.16, edited by Goro Obinata and Ashish Dutta, ISBN 978-3-902613-05-9, pp. 307-333.

PhD Dissertation

1996
B. GOSSELIN, 1996, "Application de Réseaux de Neurones Artificiels à la Reconnaissance Automatique de Caractères Manuscrits".

Regular Papers in Journals

2015
F. ROCCA, M. MANCAS, F. GRISARD, J. LEROY, T. RAVET, B. GOSSELIN, 2015, "Head pose estimation & TV Context: current technology", EAI Endorsed Transactions on Creative Technologies, volume 2, issue 3, doi:10.4108/ct.2.3.e2.
2013
N. RICHE, M. MANCAS, M. DUVINAGE, M. MIBULUMUKINI, B. GOSSELIN, T. DUTOIT, 2013, "RARE2012: A multi-scale rarity-based saliency detection with its comparative statistical analysis", Signal Processing: Image Communication, issn:0923-5965, doi:10.1016/j.image.2013.03.009.
2011
D. UNAY, B. GOSSELIN, O. KLEYNEN, V. LEEMANS, M.-F. DESTAIN , O. DEBEIR, 2011, "Automatic grading of Bi-colored apples by multispectral machine vision", Computers and Electronics in Agriculture, Volume 75, Issue 1, January 2011, Pages 204-212.
2009
T. DUBUISSON, T. DUTOIT, B. GOSSELIN, M. REMACLE, 2009, "On the Use of the Correlation between Acoustic Descriptors for the Normal/Pathological Voices Discrimination", EURASIP Journal on Advances in Signal Processing, Analysis and Signal Processing of Oesophageal and Pathological Voices, 2009, doi:10.1155/2009/173967.
2008
C. MANCAS-THILLOU, S. FERREIRA, J. DEMEYER, C. MINETTI, B. GOSSELIN, 2008, "A multifunctional reading assistant for the visually impaired", EURASIP Journal on Image and Video Processing, vol. 2, Article ID 64295.
2007
C. MANCAS-THILLOU, B. GOSSELIN, 2007, "Color Text Extraction with Selective Metric-based Clustering", Computer Vision and Image Understanding, special issue on Color Image Processing for Computer Vision and Image Understanding.
K. MOUSTAKAS, K. KOSTOPOULOS, D. TZOVARAS, G. NIKOLAKIS, C. MANCAS-THILLOU, B. GOSSELIN, 2007, "Haptic Access to Conventional 2D Maps for the Visually Impaired", Journal on Multimodal User Interfaces (JMUI), Vol. 2, pp 13-19, No. 1.
M. MANCAS, B. GOSSELIN, B. MACQ, 2007, "Perceptual Image Representation", EURASIP Journal of Image and Video Processing, Volume 2007, Article ID 98181, doi:10.1155/2007/98181.
D. UNAY, B. GOSSELIN, 2007, "Stem and Calyx Recognition on 'Jonagold' Apples by Pattern Recognition", Journal of Food Engineering, Volume 78, Issue 2 (2007), 597-605.
2006
D. UNAY, B. GOSSELIN, 2006, "Automatic Defect Segmentation of 'Jonagold' Apples on Multi-Spectral Images: A Comparative Study", Journal of Postharvest Biology and Technology, Volume 42, Issue 3, (2006), 271-279.
2005
C. MANCAS-THILLOU, S. FERREIRA, B. GOSSELIN, 2005, "An Embedded Application for Degraded Text Recognition", Eurasip Journal on Applied Signal Processing, Special Issue on Advances in Intelligent Vision Systems: methods and applications, vol.13, pp. 2127-2135.
1996
B. GOSSELIN, 1996, "Multilayer Perceptrons Combination Applied to Handwritten Character Recognition", Neural Processing Letters, vol.3, pp 3-10, 1996.
T. DUTOIT, B. GOSSELIN, 1996, "On the use of a hybrid harmonic/stochastic model for TTS synthesis by concatenation", Speech Communication, Elsevier Publisher, 19, pp. 119-143.

Papers in Conference Proceedings

2015
J. LEROY, N. RICHE, M. MANCAS, B. GOSSELIN, 2015, "3D Saliency Based on Supervoxels Rarity in Point Clouds", in 8th Symposium on Attention in Cognitive Systems (ISACS 2015), Hamburg, Germany, October 2.
M. DÉCOMBAS, P. MARIGHETTO, I. CASSAGNE, N. RICHE, B. GOSSELIN, T. DUTOIT, R. LAGANIÈRE, 2015, "An Evaluation Criterion of Saliency Models for Video Seam Carving", Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing (MMSP2015), Xiamen, China, October 19-21.
F. ROCCA, P.-H. DE DEKEN, F. GRISARD, M. MANCAS, B. GOSSELIN, 2015, "Real-Time Marker-Less Implicit Behavior Tracking for User Profiling in a TV Context ", in 28th International Conference on Computer Animation and Social Agents (CASA 2015), Singapore, May 11-15.
I. CASSAGNE, N. RICHE, M. DECOMBAS, M. MANCAS, B. GOSSELIN, T. DUTOIT, R. LAGANIÈRE, 2015, "Video saliency based on rarity prediction: HYPERAPTOR", 23rd European Signal Processing Conference (EUSIPCO 2015), pp. 1536-1540, Nice, France, August 31 - September 4.
2014
J. LEROY, N. RICHE, M. MANCAS, B. GOSSELIN, T. DUTOIT, 2014, "SuperRare: an Object-oriented Saliency Algorithm Based on Superpixels Rarity", IEEE International Conference on Robotics and Automation (ICRA 2014), Workshop "Robots in Homes and Industry: Where to Look First?", Hong Kong, China, May 31 - June 7 .
2013
N. RICHE, M. DUVINAGE, M. MANCAS, B. GOSSELIN, T. DUTOIT, 2013, "A study of parameters affecting visual saliency assessment", Proceedings of the 6th International Symposium on Attention in Cognitive Systems (ISACS'13) , Beijing, China, August 3-5.
M. MIBULUMUKINI, N. RICHE, M. MANCAS, B. GOSSELIN, T. DUTOIT, 2013, "Biologically Plausible Context Recognition Algorithms", Proceedings of the International Conference on Image Processing (IEEE ICIP 2013), Melbourne, Australia, September 15-18.
N. RICHE, M. DUVINAGE, M. MANCAS, B. GOSSELIN, T. DUTOIT, 2013, "Saliency and Human Fixations: State-of-the-art and Study of Comparison Metrics", Proceedings of the 14th International Conference on Computer Vision (ICCV 2013), Sydney, Australia, December 1-8.
M. DÉCOMBAS, N. RICHE, F. DUFAUX, B. PESQUET-POPESCU, M. MANCAS, B. GOSSELIN, T. DUTOIT, 2013, "Spatio-Temporal Saliency Based on Rare Model", Proceedings of the International Conference on Image Processing (IEEE ICIP 2013), Melbourne, Australia, September 15-18.
2012
N. RICHE, M. MANCAS, D. ĆULIBRK, V. ĆRNOJEVIC, B. GOSSELIN, T. DUTOIT, 2012, "Dynamic saliency models and human attention: a comparative study on videos", Proceedings of the 11th Asian Conference on Computer Vision (ACCV), Daejeon, Korea, November 5-9.
N. RICHE, M. MANCAS, B. GOSSELIN, T. DUTOIT, 2012, "RARE: a New Bottom-Up Saliency Model", Proceedings of the International Conference on Image Processing (IEEE ICIP 2012), Orlando, USA, September 30 - October 3.
2011
N. RICHE, M. MANCAS, B. GOSSELIN, T. DUTOIT, 2011, "3D Saliency for Abnormal Motion Selection: the Role of the Depth Map", LNCS Series from Proceedings of the 8th International Conference on Computer Vision Systems (ICVS), Nice, France, September 2011.
M. MANCAS, N. RICHE, J. LEROY, B. GOSSELIN, 2011, "Abnormal motion selection in crowds using bottom-up saliency", Proceedings of the IEEE International Conference on Image Processing (ICIP 2011), Bruxelles, Belgium, September 2011.
J. LEROY, M. MANCAS, B. GOSSELIN, 2011, "Personal Space Augmented Reality Tool", Proceedings of the 32nd WIC Symposium on Information Theory in the Benelux, Bruxelles.
J. LEROY, N. RICHE, F. ZAJEGA, M. MANCAS, J. TILMANNE, B. GOSSELIN, T. DUTOIT, 2011, "The Attentive Machine: be Different!", Proceedings of the Intetain 2011, Genoa, Italy, May 25-27.
M. MANCAS, N. RICHE, J. LEROY, B. GOSSELIN, T. DUTOIT, 2011, "Toward a Social Attentive Machine", AAAI Fall Symposium 2011, November 3-6, Washington DC., USA .
2010
M. MANCAS, B. GOSSELIN, 2010, "Dense crowd analysis through bottom-up and top-down attention", Proc. of the Brain Inspired Cognitive Sytems (BICS 2010), Madrid, Spain.
2009
T. DUBUISSON, T. DUTOIT, B. GOSSELIN, M. REMACLE, 2009, "Discrimination between Normal and Pathological Voices by using Correlations between Acoustic Descriptors", Proceedings of AVFA 09, 3rd Advanced Voice Function Assessment Workshop, pp. 81-84, 2009.
J. DEMEYER, T. DUBUISSON, T. DUTOIT, B. GOSSELIN, M. REMACLE, 2009, "Glottis Segmentation with a High-Speed Glottography: a Fully Automatic Method", Proceedings of AVFA 09, 3rd Advanced Voice Function Assessment Workshop, pp.113-116, 2009.
T. DUBUISSON, T. DUTOIT, B. GOSSELIN, M. REMACLE, 2009, "Selection and Combination of Acoustic Descriptors for the Discrimination between Normal and Pathological Speakers (poster)", PAI DYSCO Study Day, 2009.
2008
M. MANCAS, B. GOSSELIN, B. MACQ, 2008, "Attention-based pathology visualization in head and neck area", Proc. of Liège Image Days 2008, Liège, Belgium.
J. DEMEYER, B. GOSSELIN, 2008, "Glottis Segmentation With A Highspeedglottography: A New Approach", Proc. of Liège Image Days 2008, Liège, Belgium.
2007
M. MANCAS, B. GOSSELIN, B. MACQ, 2007, "A Three-Level Computational Attention Model", Proceedings of ICVS Workshop on Computational Attention & Applications (WCAA-2007), Bielefeld, Germany, Mar 2007.
M. MANCAS, B. GOSSELIN, B. MACQ, D. UNAY, 2007, "Computational Attention for Defect Localisation", Proceedings of ICVS Workshop on Computational Attention & Applications (WCAA-2007), Bielefeld, Germany, Mar 2007.
M. MANCAS, L. COUVREUR, B. GOSSELIN, B. MACQ, 2007, "Computational Attention for Event Detection", Proceedings of ICVS Workshop on Computational Attention & Applications (WCAA-2007) , Bielefeld, Germany, Mar 2007.
2006
M. MANCAS, C. MANCAS-THILLOU, B. GOSSELIN, B. MACQ, 2006, "A rarity-based visual attention map -application to texture description -", Proc. of IEEE International conference on Image Processing (ICIP 2006), Atlanta, USA.
D. UNAY, B. GOSSELIN, 2006, "Apple Defect Segmentation by Artificial Neural Networks", in Proceedings of BeNeLux Conference on Artificial Intelligence (BNAIC 2006), Namur, Belgium.
D. UNAY, O. DEBEIR, B. GOSSELIN, 2006, "Apple Stem and Calyx Recognition by Decision Trees", in Proceesings of the IASTED Visualization, Imaging and Image Processing Conference (VIIP 2006), Palma de Mallorca, Spain.
C. MANCAS-THILLOU, B. GOSSELIN, 2006, "Character Segmentation-by-Recognition Using Log-Gabor Filters", Proc. of IAPR International conference on Pattern Recognition (ICPR 2006), Hong Kong, China.
C. MANCAS-THILLOU, B. GOSSELIN, 2006, "Spatial and Color Spaces Combination for Natural Scene Text Extraction", Proc. of IEEE International conference on Image Processing (ICIP 2006), Atlanta, USA.
2005
S. FERREIRA, V. GARIN, B. GOSSELIN, 2005, "A Text Detection Technique Applied in the Framework of a Mobile Camera-Based Application", Proc. of Camera-based Document Analysis and Recognition (CBDAR 2005), workshop of ICDAR, Seoul (South Korea).
D. UNAY, B. GOSSELIN, 2005, "Artificial Neural Network-based Segmentation and Apple Grading by Machine Vision", Proc. of IEEE ICIP 2005, Genova, Italy.
C. MANCAS-THILLOU, M. MANCAS, B. GOSSELIN, 2005, "Camera-based Degraded Character Segmentation into Individual Components", Proc. of IEEE International Conference on Documents Analysis and Recognition (ICDAR 2005), Seoul (South Korea).
C. MANCAS-THILLOU, B. GOSSELIN, 2005, "Color Binarization for Complex Camera-based Images", Proc. of the Electronic Imaging Conference of the International Society for Optical Imaging (SPIE/IS&T 2005), San Jose (California, USA).
C. MANCAS-THILLOU, B. GOSSELIN, 2005, "Color Text Extraction from Camera-based Images ─ the Impact of the Choice of the Clustering Distance ─", Proc. of IEEE International Conference on Documents Analysis and Recognition (ICDAR 2005), Seoul (South Korea).
M. MANCAS, B. GOSSELIN, B. MACQ, 2005, "Fast and Automatic Tumoral Area Localisation Using Symmetry", Proc. of the IEEE ICASSP Conference, Philadelphia (Pensylvania, USA).
C. MANCAS-THILLOU, B. GOSSELIN, M. MANCAS, 2005, "Segmentation en Caractères Individuels dans des Images de Scènes Naturelles", Proc. of Colloque sur le Traitement du Signal et des Images (GRETSI 2005), Louvain-la-Neuve (Belgium).
M. MANCAS, B. GOSSELIN, B. MACQ, 2005, "Segmentation Using a Region Growing Thresholding", Proc. of the Electronic Imaging Conference of the International Society for Optical Imaging (SPIE/EI 2005), San Jose (California, USA).
V. GAUDISSART, S. FERREIRA, C. MANCAS-THILLOU, B. GOSSELIN, 2005, "Sypole: a Mobile Assistant for the Blind", Proc. of European Signal Processing Conference (EUSIPCO 2005), September 4-8, 2005, Antalya, Turkey.
D. UNAY, B. GOSSELIN, 2005, "Thresholding-based Segmentation and Apple Grading by Machine Vision", Proc. of EUSIPCO 2005, Antalya, Turkey.
M. MANCAS, B. GOSSELIN, B. MACQ, 2005, "Tumor Detection using Airways Asymmetry", Proc. of the IEEE EMBC, Shanghai, China.
2004
A. LUIJKX, C. MANCAS-THILLOU, B. GOSSELIN, 2004, " A Prolongation-based Approach for Recognizing Cut Characters", Proc. of International Conference on Computer Vision and Graphics (ICCVG 2004), Warsaw (Poland).
C. MANCAS-THILLOU, B. GOSSELIN, 2004, " Segmentation-based Binarization for Color Degraded Images", Proc. of International Conference on Computer Vision and Graphics (ICCVG 2004), Warsaw (Poland).
D. UNAY, B. GOSSELIN, 2004, "A Quality Grading Approach for 'Jonagold' Apples", Proc. of Fourth IEEE Benelux Signal Processing Symposium (IEEE SPS 2004), April 15-16, 2004, Hilvarenbeek (the Netherlands).
D. UNAY, B. GOSSELIN, 2004, "A Quality Sorting Method For `Jonagold` Apples", Proceedings of AgEng Leuven 2004 - Engineering the Future (International Conference of Agricultural Engineering), Leuven, Belgium.
D. UNAY, B. GOSSELIN, 2004, "An Approach for Recognizing Stem-end/Calyx regions in Apple Quality Sorting", Proceedings of ACIVS 2004 Conference (Advanced Concepts for Intelligent Vision Systems), Brussels, Belgium.
M. MANCAS, B. GOSSELIN, B. MACQ, 2004, "Automatic Fast Detection of Tumor suspect areas on CT Scan", Proc. of the IEEE VIS 2004 conference, Austin (Texas, USA).
C. MANCAS-THILLOU, B. GOSSELIN, 2004, "Combination of Binarization and Charater Segmentation using Color Information", Proc. of IEEE Symposium on Signal Processing and Information Technology (ISSPIT 2004), Roma (Italy).
R. SEBBE, B. GOSSELIN, E. COCHE, B. MACQ, 2004, "Détection automatique de l'embolie pulmonaire", Poster au Colloque Sciences en Sologne.
M. MANCAS, B. GOSSELIN, B. MACQ, 2004, "Risk Areas Segmentation for Radiotherapy Planning using Distance Maps", Posters at SPIE Optical Imaging at the NIH, Washington DC (Maryland, USA).
C. MANCAS-THILLOU, B. GOSSELIN, 2004, "Robust thresholding based on wavelets and thinning algorithms for degraded camera images", Proc. of IEEE ACIVS 2004, Brussels (Belgium).
D. UNAY, B. GOSSELIN, 2004, "Stem-end/Calyx Detection in Apple Fruits: Comparison of Feature Selection Methods and Classifiers", Proceedings of ICCVG 2004 Conference (International Conference on Computer Vision and Graphics 2004), Warsaw, Poland.
M. MANCAS, B. GOSSELIN, 2004, "Towards an automatic tumor segmentation using iterative watersheds", Proc. of the Medical Imaging Conference of the International Society for Optical Imaging (SPIE Medical Imaging 2004, San Diego (California, USA).
2003
D. UNAY, B. GOSSELIN, 2003, "A Study on Quality Grading of 'Jonagold' Apples", Proc. of the 3rd IEEE International Symposium on Signal Processing and Information Technology (IEEE ISSPIT 2003), Darmstadt (Germany).
S. FERREIRA, C. MANCAS-THILLOU, B. GOSSELIN, 2003, "From Picture to speech: an innovative OCR application for embedded environment", Proc. of the 14th ProRISC workshop on Circuits, Systems and Signal Processing (ProRISC 2003), Veldhoven (Netherland).
M. MANCAS, B. GOSSELIN, 2003, "Fuzzy Tumor Segmentation based on Iterative Watersheds", Proc. of the 14th ProRISC workshop on Circuits, Systems and Signal Processing (ProRISC 2003), Veldhoven (Netherland).
M. MANCAS, B. GOSSELIN, 2003, "Iterative Watersheds and Fuzzy Tumor Visualization", Proc. of the IEEE Visualization Conference (IEEE VIS 2003), Seattle (Washington, USA).
R. SEBBE, E. COCHE, B. GOSSELIN, B. MACQ, 2003, "Pulmonary Arteries Segmentation and Feature Extraction through Slice Marching", Proc. of the 14th ProRISC workshop on Circuits, Systems and Signal Processing (ProRISC 2003), Veldhoven (Netherland).
R. SEBBE, E. COCHE, B. GOSSELIN, 2003, "Segmentation de l'arborescence artérielle pulmonaire par blocs", Journée Françaises de Radiologie, Paris.
2002
D. UNAY, B. GOSSELIN, 2002, "Apple Defect Detection and Quality Classification with MLP-Neural Networks", Proc. of PRORISC 2002, Eindhoven, the Netherlands.
1998
B. GOSSELIN, 1998, "Amélioration d'images de caractères manuscrits par ré-échantillonnage basé sur l'extraction du polygone convexe", Actes de la Réunion des Théoriciens des Circuits de Langue Française.
B. GOSSELIN, 1998, "Enhancing handwritten character images thanks to a re-sampling process based on convex hull extraction", Proc. European Conference on Signal Processing (EUSIPCO'98), Rhodes, Grece.
1997
B. GOSSELIN, 1997, "Conditional Combination of Neural Nets Classifiers for Handwritten Character Recognition", Proc. of WIAMIS?97, pp 191-196, Louvain-La-Neuve.
B. GOSSELIN, 1997, "Cooperation of Multilayer Perceptron Classifiers", Proc. Of the 8th Workshop on Circuits, Systems and Signal Processing, Mierlo, The Netherlands.
B. GOSSELIN, 1997, "Improved Hand-written Character Recognition thanks to a New Geometric Distortion Method", Proc. of 6th the Int. Conf. On Image Processing and its Applications, Dublin, Ireland, vol. 1, pp 327-331.
B. GOSSELIN, 1997, "On the Combination of Neural Nets Classifiers for Handwritten Character Recognition", Proc. of IWSSIP?97, pp 137-140, Poznan, Pologne.
1996
B. GOSSELIN, 1996, "Coopération Optimisée de Réseaux de Neurones pour la Reconnaissance de Caractères Manuscrits", Actes du 10ème Congrès Reconnaissance des Formes et Intelligence Artificielle, Rennes, France.
B. GOSSELIN, 1996, "Optimal Neural Networks Combination for Handwritten Characters Recognition", Proc. EUSIPCO'96, Trieste.
1995
B. GOSSELIN, 1995, "Neural Networks Combination for Improved Handwritten Characters Recognition", Proc. Of Int. Conf. on Signal and Image Processing, Las Vegas, Nevada, pp 144-146.
1994
B. GOSSELIN, 1994, "A comparison of different feature extractors for handwritten character recognition", Proceedings of the workshop on circuits, system and signal processing, Proc. Prorisc IEEE Benelux, pp. 27-32.
B. GOSSELIN, 1994, "Handwritten Characters Recognition Using Neural Networks", Proceedings of the BIVA Seminar on Image Processing and Interpretation Techniques, Leuven, pp. 45-58.
B. GOSSELIN, 1994, "Handwritten Characters Recognition Using Neural Networks", Proceedings URSI Forum, Louvain-La-Neuve, pp. 34-37.
1993
B. GOSSELIN, 1993, "Multilayer Perceptron and Uppercase Handwritten Character Recognition", Proceedings ICDAR'93, Tsukuba, Japan, pp. 935-938.
1991
B. GOSSELIN, 1991, "Boolean neural network applied to the recognition of typographic characters", Première Conférence Internationale sur l'analyse et la reconnaissance de documents, St-Malo, pp. 426-434.


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