Graph and Pattern Recognition Romain Raveaux LI lab (EA 6300) – Universit´ e de Tours
October 11, 2013 International Master of Research in Computer Science: Computer Aided Decision Support
1/4
About Me I
Romain Raveaux Teacher at the university of Tours. Polytech’Tours Researcher at the Computer Science Laboratory Researcher Activity: Graph-Based representation Graph classification Graph comparison Image analysis
2/4
About Me I
Romain Raveaux Teacher at the university of Tours. Polytech’Tours Researcher at the Computer Science Laboratory Researcher Activity: Graph-Based representation Graph classification Graph comparison Image analysis
2/4
About Me I
Romain Raveaux Teacher at the university of Tours. Polytech’Tours Researcher at the Computer Science Laboratory Researcher Activity: Graph-Based representation Graph classification Graph comparison Image analysis
2/4
About Me I
Romain Raveaux Teacher at the university of Tours. Polytech’Tours Researcher at the Computer Science Laboratory Researcher Activity: Graph-Based representation Graph classification Graph comparison Image analysis
2/4
About Me I
Romain Raveaux Teacher at the university of Tours. Polytech’Tours Researcher at the Computer Science Laboratory Researcher Activity: Graph-Based representation Graph classification Graph comparison Image analysis
2/4
About Me I
Romain Raveaux Teacher at the university of Tours. Polytech’Tours Researcher at the Computer Science Laboratory Researcher Activity: Graph-Based representation Graph classification Graph comparison Image analysis
2/4
About Me I
Romain Raveaux Teacher at the university of Tours. Polytech’Tours Researcher at the Computer Science Laboratory Researcher Activity: Graph-Based representation Graph classification Graph comparison Image analysis
2/4
About Me I
Romain Raveaux Teacher at the university of Tours. Polytech’Tours Researcher at the Computer Science Laboratory Researcher Activity: Graph-Based representation Graph classification Graph comparison Image analysis
2/4
About Me II
Main publications : Referenced International Journal Romain Raveaux et al. Structured representations in a content based image retrieval context. Journal of Visual Communication and Image Representation, Volume 24, Issue 8, November 2013, Pages 1252-1268. Romain Raveaux et al. A local evaluation of vectorized documents by means of polygon assignments and matching. IJDAR 15(1): 21-43 (2012) Romain Raveaux et al. Learning graph prototypes for shape recognition. Computer Vision and Image Understanding 115(7): 905-918 (2011) Romain Raveaux et al. A graph matching method and a graph matching distance based on subgraph assignments. Pattern Recognition Letters 31(5): 394-406 (2010)
3/4
About Me II
Main publications : Referenced International Journal Romain Raveaux et al. Structured representations in a content based image retrieval context. Journal of Visual Communication and Image Representation, Volume 24, Issue 8, November 2013, Pages 1252-1268. Romain Raveaux et al. A local evaluation of vectorized documents by means of polygon assignments and matching. IJDAR 15(1): 21-43 (2012) Romain Raveaux et al. Learning graph prototypes for shape recognition. Computer Vision and Image Understanding 115(7): 905-918 (2011) Romain Raveaux et al. A graph matching method and a graph matching distance based on subgraph assignments. Pattern Recognition Letters 31(5): 394-406 (2010)
3/4
About Me II
Main publications : Referenced International Journal Romain Raveaux et al. Structured representations in a content based image retrieval context. Journal of Visual Communication and Image Representation, Volume 24, Issue 8, November 2013, Pages 1252-1268. Romain Raveaux et al. A local evaluation of vectorized documents by means of polygon assignments and matching. IJDAR 15(1): 21-43 (2012) Romain Raveaux et al. Learning graph prototypes for shape recognition. Computer Vision and Image Understanding 115(7): 905-918 (2011) Romain Raveaux et al. A graph matching method and a graph matching distance based on subgraph assignments. Pattern Recognition Letters 31(5): 394-406 (2010)
3/4
About Me II
Main publications : Referenced International Journal Romain Raveaux et al. Structured representations in a content based image retrieval context. Journal of Visual Communication and Image Representation, Volume 24, Issue 8, November 2013, Pages 1252-1268. Romain Raveaux et al. A local evaluation of vectorized documents by means of polygon assignments and matching. IJDAR 15(1): 21-43 (2012) Romain Raveaux et al. Learning graph prototypes for shape recognition. Computer Vision and Image Understanding 115(7): 905-918 (2011) Romain Raveaux et al. A graph matching method and a graph matching distance based on subgraph assignments. Pattern Recognition Letters 31(5): 394-406 (2010)
3/4
About Me II
Main publications : Referenced International Journal Romain Raveaux et al. Structured representations in a content based image retrieval context. Journal of Visual Communication and Image Representation, Volume 24, Issue 8, November 2013, Pages 1252-1268. Romain Raveaux et al. A local evaluation of vectorized documents by means of polygon assignments and matching. IJDAR 15(1): 21-43 (2012) Romain Raveaux et al. Learning graph prototypes for shape recognition. Computer Vision and Image Understanding 115(7): 905-918 (2011) Romain Raveaux et al. A graph matching method and a graph matching distance based on subgraph assignments. Pattern Recognition Letters 31(5): 394-406 (2010)
Page 2 ... 2.1.4 Attributed Graphs ... Simple Graph A simple graph is a graph that does not contain self-loops or multi-edges. (i.e., two ... for solving an exact GM problem, a yes or no answer is outputted. ..... 2.1.11.8 Modeling Graph Matching by
Starting from the late seventies, graph-based techniques have been proposed ... To this end, our review is centered around two different taxonomies: a taxon- ..... is abundantly repaid by the time savings obtained in computing a less .... the initial
that are centered around the presentation of an application. 2D & 3D. Biomedical. Image. Document. Biometric. Image. Video and. Period. Analysis. Processing.
approach to speech recognition, large vocabulary speech recognition based ...... [89] L.R. Rabiner, ÅA tutorial on hidden Markov models and selected applications ...... training (sAT) incorporates supervised MLLR in the training procedure and ...
The transformation in Eq. (1.42) is critical and provides an effective solution to this problem. in ...... addition, controlling μenables the simulation of various decision rules. In particular, ...... of business and financial news was addressed by
ing, finance and many others. Some of ... ments (sometimes also called a case or pattern) has a class label attached to it. Now that we ... One of the main examples we use to illustrate these ideas is one that we ...... then passing this down the tre
look to the problem of crack detection, defining what a crack looks like and its characteristics. II. Wood Cracks and Wood Crack Detection. A wood timber image ...
matching algorithm to find the best correspondence between query ARG and the model ARGs. The matching algorithm of two ARGs could be considered as the.
Oct 24, 2009 - method and a distance between attributed graphs are defined. ..... ing graphs require the use of a fast but yet effective graph distance.
Sep 19, 1997 - sensible answers to the pattern recognition problem, but is making different ...... Early in the Nineteenth century, Napoleon, who thought Mathematics important ... http://ciips.ee.uwa.edu.au/~mike/PatRec/node21.html [12/12/2000 4:06:5
Convert BGR Image to YCrCb. Take only channel Cr. Threshold to keep the equivalence of orange color. Morphology operation : open. P rocessing. Processing ...
... matching of random figures, reaction time increased linearly with the linear size ratio of stimulus ... image transformation and perceptual-scale transformation. Image transforma- ... Consider a standard stimulus forming a spatial arrangement ...
In the application described, we evolve a population which constitutes a .... er fitness values to flies which project onto contrasted or textured areas of the .... Note that the coin on the right is not vertical and gives a less distinct cloud. ....
context of Fourier analysis (e.g., Pribram,. Nuwer .... correct reactions were analyzed with respect to latency. .... recognition task which used the transitional.
formats with linear size ratios of 1:2:6:9 (see. Figure 3). ... ferent size formats (1:2:6:9) used in Experi- ment 2. ...... lus characters that were visually similar to.
5.6 Faces and mouths moving in the face coordinate system. ...... and why the auditory and visual information are integrated is still an issue ... Motor Theory of speech enounced by Liberman [78], [79] argues that speech is .... the joint probability
Proc (A4) ; if [product available] then Proc(A5) else Proc(A8) ⦠receive order ; ... using two simple rules: delete isolated nodes remove successive.
separates the pedestrian from the background with stereovision,. ⢠represents ... class in the training set (left) and an example of ROC curve for 10 elements per.
See âFont Listsâ on page 131 for a list of valid font names for ..... The Institute is a private company devoted to the support and further development of its software ...
To specify colors in intuitive terms, use the predefined SAS color names, which form ..... The Institute is a private company devoted to the support and further ...
Dec 25, 2008 - When newly mated female mice are exposed to the urine scents of unfamiliar ...... The role of infectious disease, inbreeding ... Emerging views.
