Publications

If the PDF of a publication is missing, you may also have a look at the full list of co-authored publications on HAL.

Journal papers

J. Mille, A. Leborgne and L. Tougne, Euclidean distance-based skeletons: a few notes on average outward flux and ridgeness, Journal of Mathematical Imaging and Vision, 61(3):310-330, 2019. [Main paper, PDF] [Supplemental file, PDF] [Springer]

A. Leborgne, J. Mille and L. Tougne, Noise-resistant Digital Euclidean Connected Skeleton for graph-based shape matching, Journal of Visual Communication and Image Representation, 31:165–176, 2015. [ScienceDirect]

J. Mille, S. Bougleux and L.D. Cohen, Combination of piecewise-geodesic paths for interactive segmentation, International Journal of Computer Vision, 112(1):1-22, 2015. [Main paper, PDF] [Supplemental file, PDF] [CODE] [Springer]

C. Wolf, E. Lombardi, J. Mille, O. Celiktutan, M. Jiu, E. Dogan, G. Eren, M. Baccouche, E. Dellandréa, C-E. Bichot, C. Garcia, B. Sankur, Evaluation of video activity localizations integrating quality and quantity measurements, Computer Vision and Image Understanding, 127:14-30, 2014. [ScienceDirect]

I. Ali, J. Mille and L. Tougne, Adding a rigid motion model to foreground detection: Application to moving object detection in rivers, Pattern Analysis and Applications, 17(3):567-585, 2014. [Springer]

G. Cerutti, L. Tougne, J. Mille, A. Vacavant and D. Coquin, Understanding leaves in natural images - a model-based approach for tree species identification, Computer Vision and Image Understanding, 117(10):1482-1501, 2013. [PDF] [ScienceDirect]

I. Ali, J. Mille and L. Tougne, Space-time spectral model for object detection in dynamic textured background, Pattern Recognition Letters, 33(13):1710-1716, 2012. [PDF] [ScienceDirect]

J. Mille, Narrow band region-based active contours and surfaces for 2D and 3D segmentation, Computer Vision and Image Understanding, 113(9):946-965, 2009. [PDF] [BIB] [ScienceDirect]

J. Olivier, J. Mille, R. Boné and J.-J. Rousselle, Dynamic neighborhoods in active surfaces for 3D segmentation, International Journal for Computational Vision and Biomechanics, 1(2):173-180, 2008. [PDF] [BIB]


Conference papers

F. Baradel, N. Neverova, C. Wolf, J. Mille and G. Mori, Object level visual reasoning in videos, European Conference in Computer Vision (ECCV), Munich, Germany, 2018. [PDF] [arXiv] [Project page] [CODE]

F. Baradel, C. Wolf, J. Mille, Human activity recognition with pose-driven attention to RGB, British Machine Vision Conference (BMVC), Newcastle, England, 2018. [PDF]

F. Baradel, C. Wolf, J. Mille, G. Taylor, Glimpse Clouds: human activity recognition from unstructured feature points, IEEE Computer Vision and Pattern Recognition (CVPR), Salt Lake City, USA, 2018. [PDF] [arXiv] [Project page] [CODE]

F. Baradel, C. Wolf, J. Mille, Human action recognition: pose-based attention draws focus to hands, 3rd International Workshop on Observing and Understanding Hands in Action (HANDS), in conjunction with ICCV, Venice, Italy, 2017. [arXiv]

A. Leborgne, J. Mille, L. Tougne, Hierarchical skeleton for shape matching, IEEE International Conference on Image Processing (ICIP), pages 3603-3607, Phoenix, USA, 2016. [IEEExplore]

A. Leborgne, J. Mille, L. Tougne, Extracting noise-resistant skeleton on digital shapes for graph matching, 10th International Symposium on Visual Computing, LNCS Volume 8887, Springer, pages 293-302, Las Vegas, USA, 2014. [Springer]

J. Mille, S. Bougleux and L.D. Cohen, Combination of paths for interactive segmentation, British Machine Vision Conference (BMVC), Bristol, England, 2013. [PDF] [BIB]

J. Mille, S. Bougleux and L.D. Cohen, Minimally overlapping paths sets for closed contour extraction, International Conference on Computer Vision Theory and Applications (VISAPP), Rome, Italy, 2012. [PDF] [BIB]

J. Mille and J-L. Rose, Multitarget region tracking based on short-sight modeling of background and color distribution temporal variation, British Machine Vision Conference (BMVC), Dundee, Scotland, 2011. [PDF] [BIB]

J. Mille and J-L. Rose, Region tracking with narrow perception of background, IEEE International Conference on Image Processing (ICIP), Brussel, Belgium, 2011. [PDF] [BIB]

J. Mille and L.D. Cohen, 3D CTA image segmentation with a generalized cylinder-based tree model, IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), pages 1045-1048, Rotterdam, The Netherlands, 2010. [PDF] [BIB] [IEEExplore]

J. Mille, F. Benmansour and L.D. Cohen, Carotid lumen segmentation based on tubular anisotropy and contours without edges, The MIDAS Journal - Carotid Lumen Segmentation and Stenosis Grading (Grand Challenge), 2009. (special issue on the Carotid Segmentation Challenge, held as a workshop of MICCAI 2009) [PDF] [BIB] [The MIDAS Journal]

J. Mille and L.D. Cohen, A local normal-based region term for active contours, 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), LNCS Volume 5681, Springer, pages 168-181, Bonn, Germany, 2009. [PDF] [BIB] [Springerlink]

J. Mille and L.D. Cohen, Deformable tree models for 2D and 3D branching structures extraction, IEEE Computer Vision and Pattern Recognition (CVPR) workshop on Mathematical Models in Biomedical Image Analysis (MMBIA), pages 149-156, Miami, USA, 2009. [PDF] [BIB] [IEEExplore]

J. Mille and L.D. Cohen, Geodesically linked active contours: evolution strategy based on minimal paths, 2nd International Conference on Scale Space and Variational Methods in Computer Vision (SSVM), LNCS Volume 5567, Springer, pages 163-174, Voss, Norway, 2009. [PDF] [BIB] [Springerlink]

J. Mille, R. Boné and L.D. Cohen, Region-based 2D deformable generalized cylinder for narrow structures segmentation, 10th European Conference on Computer Vision (ECCV), LNCS Volume 5303, Springer, pages 392-404, Marseille, France, 2008. [PDF] [BIB] [Springerlink]

J. Mille, R. Boné, P. Makris and H. Cardot, 2D and 3D deformable models with narrow band region energy, IEEE International Conference on Image Processing (ICIP), pages 57-60, San Antonio, USA, 2007. [PDF] [BIB] [IEEExplore]

J. Mille, R. Boné, P. Makris and H. Cardot, Segmentation et suivi de l'endocarde dans des séquences IRM 3D par surface active, 21ème colloque GRETSI : Traitement du Signal et des Images, pages 81-84, Troyes, France, 2007. [PDF] [BIB]

J. Mille, R. Boné, P. Makris and H. Cardot, Segmentation and tracking of the left ventricle in 3D MRI sequences using an active surface model, IEEE International Symposium on Computer-Based Medical Systems (CBMS), pages 257-262, Maribor, Slovenia, 2007. [PDF] [BIB] [IEEExplore]

J. Mille, R. Boné, P. Makris and H. Cardot, Greedy algorithm and physics-based method for active contours and surfaces: a comparative study, IEEE International Conference on Image Processing (ICIP), pages 1645-1648, Atlanta, USA, 2006. [PDF] [BIB] [IEEExplore]


PhD Thesis

J. Mille, Modèles déformables pour la segmentation et le suivi en imagerie 2D et 3D, PhD thesis, Université François-Rabelais de Tours, 2007. [PDF]