, SLIC Superpixels compared to state-of-theart superpixel methods. Pattern Analysis and Machine Intelligence The morphological approach to segmentation: the watershed transformation, Beuc79] S. Beucher and C. Lantujoul, Use of watersheds in contour detection. International Workshop on Image Processing: Real-time Edge and Motion Detection, pp.2274-2282, 1979.
, Interactive graph cuts for optimal boundary and region segmentationspline snakes: a flexible tool for parametric contour detection, International Conference on Computer Vision, pp.105-112, 2000.
, Understanding leaves in natural images -a model approach for tree species identification, IEEE Transactions on Pattern Analysis and Machine Intelligence IFSC/USP at ImageCLEF Computer Vision and Image Understanding, vol.8, issue.11710, pp.679-698, 1986.
, Active contours without edges, IEEE Transactions on Image Processing, vol.10, issue.2, pp.266-277, 2001.
DOI : 10.1109/83.902291
, Mean Shift: A robust approach toward feature space analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.24, issue.5, pp.603-619, 2002.
, Power Watersheds: A new Image Segmentation Framework Extending Graph Cuts, Random Walker and Optimal Spanning Forest, International Conference on Computer Vision, pp.731-738, 2009.
, Efficient Graph- Based Image Segmentation The clef 2011 plant images classification task, Comparative Study of Segmentation Methods for Tree Leaves Extraction. Visual Interfaces for Ground Truth collection in computer vision Applications, pp.167-181, 2004.
, About the impact of pre-processing tools on segmentation methods Applied for tree leaves extraction Porteous and A. Seheult, Exact maximum a posteriori estimation for binary images Picture segmentation by a directed split and merge procedure, International Conference on Computer Vision Theory and Applications International Conference on Pattern RecognitionHorv06] J. Horvath, Image segmentation using fuzzy c-means. Symposium on Applied Machine Intelligence, pp.21-279, 1974.
, Normalized cuts and image segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.22, issue.8, pp.888-905, 2000.
, The vectorial Minimum Barrier Distance Witkin and D. Terzopoulos, Snakes : Active contour model Image Segmentation Methods: A Comparative Study, International Conference on Pattern Recognition, pp.792-795, 1987.
, Extraction of complex patterns from multiresolution remote sensing images: A hierarchical top-down methodology Turbopixels: fast superpixels using geometric flows, European Conference on Computer Vision, pp.502-516, 2009.
, Adaptative pyramid mean shift for global real-time visual tracking. Image and Vision Computing A fully automated approach to segmentation of irregularly shaped cellular structures in EM images, Medical Image Computing and Computer Assisted Intervention, vol.28, issue.63622, pp.424-437, 2010.
, Automatic segmentation of the left ventricle cavity and myocardium in MRI data, Computers in Biology and Medicine, vol.36, issue.4, pp.389-407, 2006.
DOI : 10.1016/j.compbiomed.2005.01.005
, Smart Paint -A New Interactive Segmentation Method Applied to MR Prostate Segmentation . Medical Image Computing and Computer Assisted Intervention Theory of Edge Detection A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics, International Conference on Computer Vision, pp.187-217, 1167.
, A theory of multiscale , curvature-based shape representation for planar curves Individual leaf extractions from young canopy images using Gustafson- Kessel clustering and a genetic algorithm threshold selection method from gray-level histograms, IEEE Transactions on Pattern Analysis and Machine Intelligence Computers and Electronics in Agriculture IEEE Transactions on Systems, Man and Cybernetics, vol.14, issue.91, pp.789-805, 1979.
, Special Interest Group on GRAPHics A metric for distributions with applications to image databases [Salm06] N. Salman, Image segmentation based on watershed and edge detection techniques Efficient segmentation of leaves in semi-controlled conditions. Machine Vision and Applications The minimum barrier distance Leaf segmentation, classification, and three-dimensional recovery from a few images with close viewpoints, International Conference on Computer Vision, pp.39-314, 1976.
, Plant Leaf Segmentation Using Non Linear K means Clustering Vedaldi and S. Soatto, Quick shift and kernel methods for mode seeking Moghadam, A new evaluation measure for color image segmentation based on genetic programming approach, European Conference on Computer Vision, pp.212-218, 2008.
, Automatic multithreshold selection, Computer Vision, Graphics, and Image Processing, vol.25, issue.1, pp.46-67, 1984.
DOI : 10.1016/0734-189X(84)90048-3
, Image Quality Assessment: From Error Visibility to Structural Similarity, IEEE Transactions on Image Processing, vol.13, issue.4, pp.600-612, 2004.
DOI : 10.1109/TIP.2003.819861
, Interactive video segmentation based on quasi-flat zones. Image and Signal Processing and Analysis, Aptoula and C. Tirkaz, Automatic plant identification from photographs. Machine Vision and Applications, pp.265-270, 2011.
, Segmentation and tracking of migrating cells in videomicroscopy with parametric active contours: a toll for cell-base drug testing, Medical Imaging, vol.21, issue.10, pp.1212-1221, 2002.
, Degree in Electronic and System , IT and Vision for Robotics from the Blaise Pascal University of Clermont-Ferrand, France, in 2011 These research topics were focused on image analysis, spatial and spatio-temporal description of points of interest, for image registration and medical imaging. He also did a Post-Doc at LIRIS from Lumiere Lyon 2 University of Lyon, France, on a thematic of comparative analysis of segmentation tools dedicated to the tree leaves extraction on natural background, he joined the CaVITI research team based at ISIT laboratory from the Auvergne University of Clermont- Ferrand, France as an Assistant Professor, 2013.