Équipe IMAGeS : Images, Modélisation, Apprentissage, Géométrie et Statistique

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== Description des activités ==
 
== Description des activités ==
  
Dans le cadre du Projet TheraHCC, je travaille sur le suivi longitudinal de tumeurs hépatiques à partir de données CT/IRM. Les deux principales thématiques concernées sont :
+
==== Projets TheraHCC et 3D-Surg ====
  
* le recalage non-rigide multimodal d'images abdominales
+
Suivi longitudinal de tumeurs hépatiques à partir de données CT/IRM. Les deux principales thématiques concernées sont :
* la segmentation du foie et des tumeurs hépatiques
 
  
Offre de stage : [http://icube-miv.unistra.fr/fr/img_auth.php/7/7d/Liver-master2015.pdf Lien]
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:: - le recalage non-rigide multimodal d'images abdominales
 +
 
 +
:: - la segmentation du foie et des tumeurs hépatiques
 +
 
 +
== Enseignements ==
 +
 
 +
==== Année 2016 - 2017 ====
 +
 
 +
:[http://www.telecom-physique.fr/ TPS] 2A : TD Statistiques
 +
 
 +
==== Année 2015 - 2016 ====
 +
 
 +
:TPS 2A : TD Statistiques
 +
:TPS 1A : TP Analyse Numérique
 +
:TPS 1A : TD Probabilités et processus stochastiques
 +
 
 +
==== Année 2014 - 2015 ====
 +
 
 +
:TPS 1A : TD Probabilités et processus stochastiques
  
 
== Publications ==
 
== Publications ==
  
Conférences internationales :
+
==== Revues internationales====
 +
 
 +
'''Conze, P.-H.''', Noblet, V., Rousseau, F., Heitz, F., Memeo, R., Pessaux, P. ''Scale-adaptive supervoxel-based random forests for liver tumor segmentation in dynamic contrast-enhanced CT scans''. International Journal of Computer Assisted Radiology and Surgery (IJCARS), 2016. [http://link.springer.com/article/10.1007/s11548-016-1493-1 Lien]
 +
 
 +
'''Conze, P.-H.''', Robert, P., Crivelli, T., and Morin, L. ''Multi-reference combinatorial strategy towards longer long-term dense motion estimation''. Computer Vision and Image Understanding (CVIU), 2016. [http://www.sciencedirect.com/science/article/pii/S1077314216300340 Lien]
 +
 
 +
Crivelli, T., Fradet, M., '''Conze, P.-H.''', Robert, P. and Pérez, P. ''Robust optical flow integration''. IEEE Transactions on image processing (TIP), 2015. [http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6850051 Lien]
 +
 
 +
==== Conférences internationales ====
 +
 
 +
'''Conze, P.-H.''', Tilquin, F., Noblet, V., Rousseau, F., Heitz, F., Pessaux, P. ''Hierarchical Multi-Scale Supervoxel Matching Using Random Forests for Automatic Semi-Dense Abdominal Image Registration''. '''Submitted in''' IEEE International Symposium on Biomedical Imaging (ISBI), 2017.
 +
 
 +
'''Conze, P.-H.''', Noblet, V., Rousseau, F., Heitz, F., Memeo, R., Pessaux, P. ''Random Forests on Hierarchical Multi-Scale Supervoxels for Liver Tumor Segmentation in Dynamic Contast-Enhanced CT Scans''. In IEEE International Symposium on Biomedical Imaging (ISBI), 2016, Prague, Czech Republic. [https://hal.archives-ouvertes.fr/hal-01284631/document PDF] | [[:file:conze_poster-ISBI-2016.pdf]]
 +
 
 +
'''Conze, P.-H.''', Rousseau, F., Noblet, V., Heitz, F., Memeo, R., Pessaux, P. ''Semi-automatic Liver Tumor Segmentation in Dynamic Contrast-Enhanced CT Scans using Random Forests and Supervoxels''. In MICCAI Workshop on Machine Learning in Medical Imaging (MLMI), 2015, Munich, Germany. [https://hal.archives-ouvertes.fr/hal-01214060/document PDF] | [[:file:conze_poster-MLMI-2015.pdf]]
 +
 
 +
'''Conze, P.-H.''', Rousseau, F., Noblet, V., Heitz, F., Memeo, R., Pessaux, P. ''Segmentation semi-automatique de tumeurs du foie en TDM dynamique pour l’estimation du taux de nécrose''. In Symposium on Signal and Image Processing (GRETSI), 2015, Lyon, France. [https://hal.archives-ouvertes.fr/hal-01214068/document PDF]
 +
 
 +
'''Conze, P.-H.''', Crivelli, T., Robert, P. and Morin, L. ''Dense Long-term Motion Estimation via Statistical Multi-Step Flow''. In International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), 2014, Lisbon, Portugal. [https://hal.archives-ouvertes.fr/hal-00910831/document PDF]
 +
 
 +
'''Conze, P.-H.''', Crivelli, T., Robert, P. and Morin, L. ''Estimation de Mouvement Dense entre Images Distantes: Intégration Combinatoire Multi-Steps et Sélection Statistique''. In Symposium on Signal and Image Processing (GRETSI), 2013, Brest, France. [https://hal.archives-ouvertes.fr/hal-00859688/document PDF]
 +
 
 +
'''Conze, P.-H.''', Crivelli, T., Robert, P. and Morin, L. ''Dense Motion Estimation between Distant Frames: Combinatorial Multi-Step Integration and Statistical Selection''. In IEEE International Conference on Image Processing (ICIP), 2013, Melbourne, Australia. [https://hal.archives-ouvertes.fr/hal-00868251/document PDF]
 +
 
 +
Crivelli, T., '''Conze, P.-H.''', Robert, P., Fradet, M. and Pérez, P. ''Multi-Step Flow Fusion: Towards Accurate and Dense Correspondences in Long Video Shots''. In British Machine Vision Conference (BMVC), 2012, University of Surrey, Guildford, UK. [http://www.bmva.org/bmvc/2012/BMVC/paper107/paper107.pdf PDF]
 +
 
 +
Crivelli, T., '''Conze, P.-H.''', Robert, P. and Pérez, P. ''From Optical Flow to Dense Long Term Correspondences''. In IEEE International Conference on Image Processing (ICIP), 2012, Orlando, Florida, USA. [https://hal.archives-ouvertes.fr/hal-00787772/document PDF]
  
'''Conze, P.-H.''', Noblet, V., Rousseau, F., Heitz, F., Memeo, R., Pessaux, P. ''Random Forests on Hierarchical Multi-Scale Supervoxels for Liver Tumor Segmentation in Dynamic Contast-Enhanced CT Scans''. Submitted to IEEE International Symposium on Biomedical Imaging (ISBI), 2016, Prague, Czech Republic.
+
'''Conze P.-H.''', Robert, P. and Morin, L. ''Objective View Synthesis Quality Assessment''. In SPIE IS&T Stereoscopic Displays and Applications (SPIE-SDA), 2012, San Francisco, California, USA. [https://hal.archives-ouvertes.fr/hal-00681304/document PDF]
  
'''Conze, P.-H.''', Rousseau, F., Noblet, V., Heitz, F., Memeo, R., Pessaux, P. ''Semi-automatic Liver Tumor Segmentation in Dynamic Contrast-Enhanced CT Scans using Random Forests and Supervoxels''. In MICCAI Workshop on Machine Learning in Medical Imaging (MLMI), 2015, Munich, Germany. PDF Link
+
Robert, P., Thébault, C., Drazic, V. and '''Conze, P.-H.''' ''Disparity-compensated view synthesis for s3D content correction''. In SPIE IS&T Electronic Imaging Stereoscopic Displays and Applications (SPIE-SDA), 2012, San Francisco, California, USA. [https://hal.archives-ouvertes.fr/hal-00787332/document PDF]
  
'''Conze, P.-H.''', Rousseau, F., Noblet, V., Heitz, F., Memeo, R., Pessaux, P. ''Segmentation semi-automatique de tumeurs du foie en TDM dynamique pour l’estimation du taux de nécrose''. In Symposium on Signal and Image Processing (GRETSI), 2015, Lyon, France. PDF Link
+
==== Brevets ====
  
'''Conze, P.-H.''', Crivelli, T., Robert, P. and Morin, L. ''Dense Long-term Motion Estimation via Statistical Multi-Step Flow''. In International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), 2014, Lisbon, Portugal. PDF Link
+
'''Conze, P.-H.''', Robert, P., Crivelli, T. and Morin, L. Method for generating a motion field for a video sequence . Ref.WO 2014122131 A1, EP 201452164, 2014. [https://www.google.fr/patents/WO2014122131A1?cl=en&hl=fr&dq=WO+2014122131+A1&ei=Kz8RVZHOGtbYavOjgtAM Lien]
  
'''Conze, P.-H.''', Crivelli, T., Robert, P. and Morin, L. ''Estimation de Mouvement Dense entre Images Distantes: Intégration Combinatoire Multi-Steps et Sélection Statistique''. In Symposium on Signal and Image Processing (GRETSI), 2013, Brest, France. PDF Link
+
Robert, P., Crivelli, T. and '''Conze, P.-H.''' Method and device for generating a motion field for a video sequence. Ref.WO 2013107833 A1, US 20140363053 A1, EP 2805306 A1, 2014. [https://docs.google.com/viewer?url=patentimages.storage.googleapis.com/pdfs/US20140363053.pdf Lien]
  
'''Conze, P.-H.''', Crivelli, T., Robert, P. and Morin, L. ''Dense Motion Estimation between Distant Frames: Combinatorial Multi-Step Integration and Statistical Selection''. In IEEE International Conference on Image Processing (ICIP), 2013, Melbourne, Australia. PDF Link
+
Robert, P., Drazic, V., '''Conze, P.-H.''' and Viellard, T. Disparity maps in uniform areas. Ref. US 20130176300 A1, 2013. [https://docs.google.com/viewer?url=patentimages.storage.googleapis.com/pdfs/US20130176300.pdf Lien]
  
Crivelli, T., '''Conze, P.-H.''', Robert, P., Fradet, M. and Pérez, P. ''Multi-Step Flow Fusion: Towards Accurate and Dense Correspondences in Long Video Shots''. In British Machine Vision Conference (BMVC), 2012, University of Surrey, Guildford, UK. PDF Link
+
Robert, P., Fradet, M. and '''Conze, P.-H.''' Method and apparatus for processing occlusions in motion estimation. Ref.US 20130148730 A1, EP 2602997 A1, 2013 [https://docs.google.com/viewer?url=patentimages.storage.googleapis.com/pdfs/US20130148730.pdf Lien]
  
Crivelli, T., '''Conze, P.-H.''', Robert, P. and Pérez, P. ''From Optical Flow to Dense Long Term Correspondences''. In IEEE International Conference on Image Processing (ICIP), 2012, Orlando, Florida, USA. PDF Link
+
Robert, P., Crivelli, T., '''Conze, P.-H.''', Fradet, M. and Pérez, P. Filtering a displacement field between video frames.Ref. WO 2013131819 A1, EP 2823467 A1, US 20150015792, 2013. [http://www.google.com/patents/US20150015792?hl=fr Lien]
  
'''Conze P.-H.''', Robert, P. and Morin, L. ''Objective View Synthesis Quality Assessment''. In SPIE IS&T Stereoscopic Displays and Applications (SPIE-SDA), 2012, San Francisco, California, USA. PDF Link
+
Fradet, M., '''Conze, P.-H.''', Llach, J. Procédé d’edition d’un plan dans une séquence vidéo. Ref. FR 2998399 A1, 2013. [http://worldwide.espacenet.com/espacenetDocument.pdf?flavour=trueFull&locale=en_V3&FT=D&date=&CC=FR&NR=2998399A1&KC=A1&popup=true Lien]
  
Robert, P., Thébault, C., Drazic, V. and '''Conze, P.-H.''' ''Disparity-compensated view synthesis for s3D content correction''. In SPIE IS&T Electronic Imaging Stereoscopic Displays and Applications (SPIE-SDA), 2012, San Francisco, California, USA. PDF Link
 
  
 
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Version actuelle datée du 18 novembre 2016 à 15:19

Post-doctorant

ICube - MIV
300 Bd Sébastien Brant
BP 10413
67412 Illkirch CEDEX - France

Tel : + 33 (0)3 68 85 44 13
Bureau : B223

Courriel : conze(at)unistra(dot)fr

ProfilPH.jpg

Description des activités

Projets TheraHCC et 3D-Surg

Suivi longitudinal de tumeurs hépatiques à partir de données CT/IRM. Les deux principales thématiques concernées sont :

- le recalage non-rigide multimodal d'images abdominales
- la segmentation du foie et des tumeurs hépatiques

Enseignements

Année 2016 - 2017

TPS 2A : TD Statistiques

Année 2015 - 2016

TPS 2A : TD Statistiques
TPS 1A : TP Analyse Numérique
TPS 1A : TD Probabilités et processus stochastiques

Année 2014 - 2015

TPS 1A : TD Probabilités et processus stochastiques

Publications

Revues internationales

Conze, P.-H., Noblet, V., Rousseau, F., Heitz, F., Memeo, R., Pessaux, P. Scale-adaptive supervoxel-based random forests for liver tumor segmentation in dynamic contrast-enhanced CT scans. International Journal of Computer Assisted Radiology and Surgery (IJCARS), 2016. Lien

Conze, P.-H., Robert, P., Crivelli, T., and Morin, L. Multi-reference combinatorial strategy towards longer long-term dense motion estimation. Computer Vision and Image Understanding (CVIU), 2016. Lien

Crivelli, T., Fradet, M., Conze, P.-H., Robert, P. and Pérez, P. Robust optical flow integration. IEEE Transactions on image processing (TIP), 2015. Lien

Conférences internationales

Conze, P.-H., Tilquin, F., Noblet, V., Rousseau, F., Heitz, F., Pessaux, P. Hierarchical Multi-Scale Supervoxel Matching Using Random Forests for Automatic Semi-Dense Abdominal Image Registration. Submitted in IEEE International Symposium on Biomedical Imaging (ISBI), 2017.

Conze, P.-H., Noblet, V., Rousseau, F., Heitz, F., Memeo, R., Pessaux, P. Random Forests on Hierarchical Multi-Scale Supervoxels for Liver Tumor Segmentation in Dynamic Contast-Enhanced CT Scans. In IEEE International Symposium on Biomedical Imaging (ISBI), 2016, Prague, Czech Republic. PDF | file:conze_poster-ISBI-2016.pdf

Conze, P.-H., Rousseau, F., Noblet, V., Heitz, F., Memeo, R., Pessaux, P. Semi-automatic Liver Tumor Segmentation in Dynamic Contrast-Enhanced CT Scans using Random Forests and Supervoxels. In MICCAI Workshop on Machine Learning in Medical Imaging (MLMI), 2015, Munich, Germany. PDF | file:conze_poster-MLMI-2015.pdf

Conze, P.-H., Rousseau, F., Noblet, V., Heitz, F., Memeo, R., Pessaux, P. Segmentation semi-automatique de tumeurs du foie en TDM dynamique pour l’estimation du taux de nécrose. In Symposium on Signal and Image Processing (GRETSI), 2015, Lyon, France. PDF

Conze, P.-H., Crivelli, T., Robert, P. and Morin, L. Dense Long-term Motion Estimation via Statistical Multi-Step Flow. In International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), 2014, Lisbon, Portugal. PDF

Conze, P.-H., Crivelli, T., Robert, P. and Morin, L. Estimation de Mouvement Dense entre Images Distantes: Intégration Combinatoire Multi-Steps et Sélection Statistique. In Symposium on Signal and Image Processing (GRETSI), 2013, Brest, France. PDF

Conze, P.-H., Crivelli, T., Robert, P. and Morin, L. Dense Motion Estimation between Distant Frames: Combinatorial Multi-Step Integration and Statistical Selection. In IEEE International Conference on Image Processing (ICIP), 2013, Melbourne, Australia. PDF

Crivelli, T., Conze, P.-H., Robert, P., Fradet, M. and Pérez, P. Multi-Step Flow Fusion: Towards Accurate and Dense Correspondences in Long Video Shots. In British Machine Vision Conference (BMVC), 2012, University of Surrey, Guildford, UK. PDF

Crivelli, T., Conze, P.-H., Robert, P. and Pérez, P. From Optical Flow to Dense Long Term Correspondences. In IEEE International Conference on Image Processing (ICIP), 2012, Orlando, Florida, USA. PDF

Conze P.-H., Robert, P. and Morin, L. Objective View Synthesis Quality Assessment. In SPIE IS&T Stereoscopic Displays and Applications (SPIE-SDA), 2012, San Francisco, California, USA. PDF

Robert, P., Thébault, C., Drazic, V. and Conze, P.-H. Disparity-compensated view synthesis for s3D content correction. In SPIE IS&T Electronic Imaging Stereoscopic Displays and Applications (SPIE-SDA), 2012, San Francisco, California, USA. PDF

Brevets

Conze, P.-H., Robert, P., Crivelli, T. and Morin, L. Method for generating a motion field for a video sequence . Ref.WO 2014122131 A1, EP 201452164, 2014. Lien

Robert, P., Crivelli, T. and Conze, P.-H. Method and device for generating a motion field for a video sequence. Ref.WO 2013107833 A1, US 20140363053 A1, EP 2805306 A1, 2014. Lien

Robert, P., Drazic, V., Conze, P.-H. and Viellard, T. Disparity maps in uniform areas. Ref. US 20130176300 A1, 2013. Lien

Robert, P., Fradet, M. and Conze, P.-H. Method and apparatus for processing occlusions in motion estimation. Ref.US 20130148730 A1, EP 2602997 A1, 2013 Lien

Robert, P., Crivelli, T., Conze, P.-H., Fradet, M. and Pérez, P. Filtering a displacement field between video frames.Ref. WO 2013131819 A1, EP 2823467 A1, US 20150015792, 2013. Lien

Fradet, M., Conze, P.-H., Llach, J. Procédé d’edition d’un plan dans une séquence vidéo. Ref. FR 2998399 A1, 2013. Lien


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