Representations, Analysis and Recognition of Shape and Motion from Imaging Data: 7th International Workshop, RFMI 2017, Savoie, France, December 17–20, 2017, Revised Selected Papers

227 Pages·2019·33.468 MB·English

by  Liming Chen, Boulbaba Ben Amor, Faouzi Ghorbel

Liming Chen
Boulbaba Ben Amor
Faouzi Ghorbel (Eds.)
Communications in Computer and Information Science 842
Representations, Analysis
and Recognition of Shape
and Motion from Imaging Data
7th International Workshop, RFMI 2017
Savoie, France, December 17–20, 2017
Revised Selected Papers
123
Communications
in Computer and Information Science 842
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Pontifical Catholic University of Rio de Janeiro (PUC-Rio),
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Polytechnic Institute of Setúbal, Setúbal, Portugal
Ashish Ghosh
Indian Statistical Institute, Kolkata, India
Igor Kotenko
St. Petersburg Institute for Informatics and Automation of the Russian
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Junsong Yuan
University at Buffalo, The State University of New York, Buffalo, NY, USA
Lizhu Zhou
Tsinghua University, Beijing, China
More information about this series at http://www.springer.com/series/7899
Liming Chen Boulbaba Ben Amor
(cid:129) (cid:129)
Faouzi Ghorbel (Eds.)
Representations, Analysis
and Recognition of Shape
and Motion from Imaging Data
7th International Workshop, RFMI 2017
–
Savoie, France, December 17 20, 2017
Revised Selected Papers
123
Editors
Liming Chen Boulbaba BenAmor
EcoleCentrale deLyon/LIRIS CitéScientifique
Lyon,France IMTLille Douai/CRIStAL
Villeneuve-d’Ascq Cedex,France
FaouziGhorbel
EcoleNationale des Sciencesde
l’Informatique deTunisie/CRISTAL
Manouba, Tunisia
ISSN 1865-0929 ISSN 1865-0937 (electronic)
Communications in Computer andInformation Science
ISBN 978-3-030-19815-2 ISBN978-3-030-19816-9 (eBook)
https://doi.org/10.1007/978-3-030-19816-9
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Preface
The shape and the motion of an object are important cues in understanding imaged
scenes. Their study is an important research area with a plethora of applications,
e.g., medical diagnosis, video surveillance, affective and behavioral computing, com-
puter animation, HMI, robotics, and cultural heritage conservation, to cite a few. The
external boundary of an object is available in various forms, they include – landmark
configurations, an object’s contours (closed curves), 3D surfaces, and dense point
clouds. Their analysis requires adequate mathematical representations, rigorous
methodologies to filter out undesirable transformations, and sophisticated computa-
tionalsolutions.Themotioninturn,describestheshape’sevolutionoranimationover
time. One can cite the examples of facial shape evolution with the person’s age, the
evolutionofacancercelloverweeksormonths,ortheevolutionofthebody’sskeletal
or silhouette data over time and their use to predict a person’s activity. Despite the
development of mathematically solid methodologies, the question is still open from
bothmethodologicalandapplicationperspectives.Thechallengesareevenmoreacute
withthesoarofdeepmachinelearning,whichfostersbreakthroughsinmanycomputer
vision issues and more and new fields of application such as human brain under-
standing, the body’s kinematic data analysis for rehabilitation and physical therapy,
esthetic and reparation surgery, and 3D/4D microscopy. In addition, the rapid devel-
opment of sophisticated medical imaging devices, cost-effective depth (Kinect-like)
cameras, and the new generations of microscopes push forth to develop suitable
mathematical representations, design relevant geometric tools, and set up computa-
tionalsolutionsforadvancedmodeling,analysis,andunderstanding.TheInternational
Workshop on Representations, Analysis and Recognition of Shape and Motion from
Imaging Data (RFMI)1 is one of the earliest events launched to study these questions.
Its ultimate goal is to promote interactions among researchers from different disci-
plines: Differential andRiemannian geometry, statistics, topology of spaces, computer
vision and pattern recognition, as well as medical imaging to share their scientific
reflections and results. Thus, the workshop contributes toward strengthening the rela-
tionshipbetweenmanyresearchareas thatmeetinfacingsimilarchallengesandusing
common tools.
The current edition (seventh) of the workshop received the endorsement of the
prestigious International Association of Pattern Recognition (IAPR) and the current
volume was accepted for publication in the CCIS series of Springer. The Program
Committee of the workshop received 23 papers, of which eight were accepted as
regularpapers(i.e.,34%ofacceptancerate)andnineasshortpapers.Theworkshop’s
program included two tutorial-oriented invited talks. Worldwide leading researchers
were invited to give talks – Dr. Sylvain Calinon (senior researcher at Idiap Research
Institute and lecturer at EPFL, Switzerland) presented “Robot Learning from Few
1 http://www.arts-pi.org.tn/rfmi2017/index.html
vi Preface
Demonstrations by Exploiting the Structure and Geometry ofData” andDr. Boulbaba
ben Amor (Professor, IMT Lille Douai/CRIStAL, France) presented “Rate-Invariant
Analysis of Trajectories on Kendall’s Shape Space and Applications.” Around 40
researchers attended the workshop from different countries including, USA, Japan,
France, Norway, UAE, Tunisia, France, Germany, and Belgium. The workshop was
organized at the Centre Paul-Langevin of the CNRS, in the authentic village Aussois
located in Savoie (France), during December 17–20, 2017. It was also a pleasant
occasion for many of the participants to discover a breathbreaking landscape in the
snowy Alp mountains and deepen their friendly discussion through snowshoeing.
February 2019 Liming Chen
Boulbaba Ben Amor
Faouzi Ghorbel
Organization
General Chair
L. Chen LIRIS/Ecole Centrale de Lyon, France
Co-chairs
F. Ghorbel CRISTAL/ENSI, Tunisia
B. Ben Amor CRIStAL/IMT Lille Douai, France
Steering Committee
A. Srivastava Florida State University, USA
A. Hillion IMT Atlantique, France
B. Ben Amor CRIStAL/IMT Lille Douai, France
B. Dorizzi Telecom SudParis, France
B. Sankur Bogazici University, Turkey
B. Solaiman IMT Atlantique, France
S. MHIRI ENSI/CRISTAL, Tunisia
F. Ghorbel ENSI/CRISTAL, Tunisia
F. Chaieb ENSI/CRISTAL, Tunisia
J. Dugelay Eurecom, France
M. Bennamoun UWA, Australia
M. Hammami FSS, Tunisia
C. Roux IMT, France
Y. Wang Beihang University, China
I. Kakadiaris University of Houston, USA
A. Zoubir Technische Universität Darmstadt, Germany
J. P. Thiran EPFL, Switzerland
I. R. Ferah ISAM, Tunisia
H. Bedoui FMM, Tunisia
J. P. Haton Loria, France
M. F. Haton Loria, France
N. Werghi Khalifa University, UAE
Publicity Chairs
A. Srivastava, FL, USA
Di Huang, China
Mohamed Hammami, Tunisie
viii Organization
Program Committee
H. Wannous University of Lille, France
M. Jribi INSAT/CRISTAL, Tunisia
M. Amine Mezghich ENSI, Tunisia
S. Berretti UF, Italy
M. Hajji ENSI, Tunisia
A. Ben Abdallah FM Monastir, Tunisia
A. Ben Azza Sup’Com, Tunisia
A. Fleury Mines-Douai, France
A. Hadid University of Oulu, Finland
A. Hillion IMT Atlantique, France
A. Ouled Zaid ISI, Tunisia
B. Dorizzi Telecom SudParis, France
B. Gokberk Bogazici University, Turkey
B. Marius University of Lille, France
B. Xia Trinity College of Dublin, Ireland
C. Ben Amar ENIS, Tunisia
C. Hamitouche IMT Atlantique, France
V. Burdin IMT Atlantique, France
C. Samir ISIT CNRS, France
D. Huang Beihang University, China
D. Ziou University of Sherbrooke, Canada
D. Gadia University of Milan, Italy
D. Masmoudi ENIS, Tunisia
E. Dellandrea ECL, France
E. Fendri FSS, Tunisia
E. Zagrouba UVT-ISI, Tunisia
F. Dibos Institut Galilee, University of Paris 13, France
F. Drira ENIS, Tunisia
F. El Ayeb ISAMM, Tunisia
G. Sundaramoorthi KAUST, KSA
H. Drira IMT Lille Douai, France
H. Laga University of South Australia, Australia
H. Li Xi’an Jiaotong University, China
H. Meng Brunel University, UK
H. Tabia ENSEA, France
J. Su TTU, USA
J. De Guise ETS, Canada
J. Martinet University of Lille 1, France
J. Ph. Thiran EPFL, Suisse
K. Bailly Pierre et Marie Curie University, France
K. Zreik University of Paris 8, France
Organization ix
L. Ballihi Mohamed V University, Morocco
L. Cammoun Swiss Institute of Bioinformatics Lausanne,
Switzerland
M. Mitrea ARTEMIS, France
M. Vermande University of Lille, France
M. Ardabilian ECL, France
M. Devanne University of Lille, France
M. Preda ARTEMIS, France
M. Zaied ENIG/REGIM, Tunisia
N. Richard University of Poitiers, France
N. Werghi Khalifa University, UAE
O. Losson CRIStAL/University of Lille 1, France
P. Pala UF, Italy
P. Turaga ASU, USA
R. Chaine Claude Bernard University of Lyon 1, France
R. Guermazi ISIMS, Tunisia
S. Derrode Ecole Centrale de Lyon, France
S. Joshi UCLA, USA
S. Kurtek OSU, USA
S. Lefevre University of Bretagne Sud, France
S. Lecoeuche IMT Lille Douai, France
S. Li NLPR, CAS, China
S. Zafeiriou Imperial College London, UK
T. Zaharia ARTEMIS, France
T. Alashkar Northeastern University, USA
W. Barhoumi Eni-Carthage, Tunisia
W. Miled INSAT, Tunisia
Y. Wang Beihang University, China
Z. Zhang Duke University, USA
D. Huang Beihang University, China
X. Pennec Inria, France
J. Yang Shanghai Jiaotong University, China
X. Zhao Xi’an Jiaotong University, China
Local Committee
A. Ben Tanfous CRIStAL/IMT Lille Douai, France
F. Zehua Ecole Centrale de Lyon, France
H. Mliki ENET’COM Sfax, Tunisia
L. Ying Ecole Centrale de Lyon, France
M. Amine Mezghich CRISTAL/ENSI, Tunisia
N. Hosni CRISTAL/ENSI-CRIStAL/IMT Lille Douai,
Tunisia/France