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        <title>Thème G4</title>
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       <dc:date>2026-04-15T09:22:17+00:00</dc:date>
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        <title>Thème G4</title>
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        <title>graham.py</title>
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        <description>#!/usr/bin/python3

# positive if p,q,r is counterclockwise
# negative if p,q,r is clockwise
def orientation(p,q,r):
	return ((q[0]-p[0]) * (r[1]-p[1])) - ((r[0]-p[0]) * (q[1]-p[1]))

def upperHull(P):
    P.sort() # Sort by x coordinate
    ch = [P[0]]
    for p in P[1:]:
        while len(ch) &gt;= 2 and orientation(p, ch[-1], ch[-2]) &lt; 0:
            ch.pop() # Remove a point from the upper hull
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    return ch

def lowerHull(P):
  P2 = [(-p[0],…</description>
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        <title>members</title>
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        <description>People

Faculty

	*  Violaine Antoine: Data mining, clustering
	*  Vincent Barra (director): Image and video processing, machine learning, deep learning
	*  Gaëlle Bonnet-Loosli: Machine learning, kernel methods, deep learning
	*  Jean-Marie Favreau: Geometry processing, medical imaging, computer graphics
	*  Guilherme D. da Fonseca: Computational geometry, geometric approximation, data structures</description>
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        <dc:date>2018-02-09T11:36:42+00:00</dc:date>
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        <title>publications</title>
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        <description>Publications (since 2015)</description>
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        <description>Research topics

Vincent Barra




----------

Gaëlle Bonnet




----------

Guilherme Dias da Fonseca




----------

Jean-Marie Favreau




Jean-Marie Favreau est à l'origine du projet ACTIVmap.

----------

Yan Gerard




----------

Chafik Samir</description>
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        <description>*  Research Topics
	*  People
	*  Publications
	*  Teaching</description>
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        <dc:date>2019-04-10T12:20:36+00:00</dc:date>
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        <title>spi6</title>
        <link>https://g4.limos.fr/doku.php?id=spi6&amp;rev=1554891636&amp;do=diff</link>
        <description>Computational Geometry: Theory and Applications

Geometric Foundations (Yan Gerard)

The slides of the 4 lectures...

lecture 1 - Convex Geometry

lecture 2 - Geometric Modeling

lecture 3 - Digital Geometry

 lecture 4 - Discrete Differential Geometry

More material...

About Convex Geometry

A course on Convex Geometry

 Handbook of convex geometry

About Geometric Modeling 

The classical book of Farin - Curves and Surfaces for Computer Aided Geometric Design

the book: Subdivision Methods fo…</description>
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        <dc:date>2018-06-20T10:57:36+00:00</dc:date>
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        <title>start</title>
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        <description>Geometry, imaGes, learninG, and alGorithms

The research group Geometry, imaGes, learninG and alGorithms (G4) is a member of the Decision Support Models and Algorithms (MAAD) group. We are all part of the LIMOS lab, in the Cézeaux campus of Université Clermont Auvergne, near Clermont Ferrand, France.

Short summary

The research topics of this group are centered on n-dimensional data modeling and analysis, from both methodology and application points of view. The team's interdisciplinary skills …</description>
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        <title>teaching</title>
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        <description>Teaching

	*  SPI 6 - Computational Geometry: Theory and Applications
	*  Machine Learning, ZZ2 ISIMA
	*  Deep Learning, ZZ3 ISIMA</description>
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