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Myriam Servières

Professor at École Centrale Nantes
37%
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  • 1043354
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Présentation

My work is based on the scale of the pedestrian moving through open urban space and focuses on the connections that this point of view enables between the real world and a digital double of the city. This digital double provides information that can be displayed in the real world. Conversely, capturing the real world from a pedestrian's point of view enriches or even allows to simulate a digital double of the city. The main goal of my research was to develop a digital mediation system that uses urban data for a pedestrian immersed in the city. To display information on site, Augmented Reality (AR) seems to me to be one of the most suitable tools to enable this mediation. AR is based on reality and adds digital information that the user can interact with. To realize an AR mediation tool with geolocalized data on site, the crucial element is the location of the pedestrian and, more precisely, the calculation of the pose (position and orientation) of the camera he is carrying. This geolocalization can be seen as a feedback loop with spatial data. The spatialized data of the city, especially the geometric ones, are an essential input for obtaining a geolocation, and once this geolocation is obtained, other data coming from the information extraction of images taken in the field will enrich these spatial databases. This part of my research lies at the intersection of geomatics and computer vision. This work lies at the crossroads of CNU sections 27 and 61, where I am both processing imagery to obtain location information cross-referenced to external sources and working with inertial signals. Most of my contributions deal with the problem of fine on-site pedestrian localization, with different input sources (from pure images alone to images augmented with 2D, then 2.5D and 3D GIS data as well as inertial data). In my further work, I extend this study of pedestrians' interaction with open urban space by using other modalities on the continuum between realityand virtuality. Evaluating the perception of urban environments through digital technologies requires the development of an experimental approach ranging from a fully controlled environment in virtual reality to an uncontrolled environment on the ground. Recently, I have been interested in the perceptual representation of environmental effects in virtual urban worlds. In particular, I have been working on the perception of wind in virtual reality in an urban environment. Finally, to qualify the perception of a pedestrian in an urban space, I am now working on deep learning qualification of the perception of a pedestrian in an urban space based on the analysis of 360° images of urban scenes. This interest in the automatic qualification of users' perception of urban spaces has led to a new research direction in my lab that deals with the visual perception and understanding of urban scenes in the context of qualifying the cities walkability.

Publications

guillaume-moreau
Image document

Towards a Sensitive Urban Wind Representation in Virtual Reality

Gabriel Giraldo , Myriam Servières , Guillaume Moreau
ISPRS International Journal of Geo-Information, 2022, 11 (4), pp.239. ⟨10.3390/ijgi11040239⟩
Article dans une revue hal-03633359v1
Image document

Camera Pose Estimation Using Collaborative Databases and Single Building Image

Bernard Semaan , Myriam Servières , Guillaume Moreau , Bilal Chebaro
Journal of Geographic Information System, 2020, 12 (06), pp.620-645. ⟨10.4236/jgis.2020.126036⟩
Article dans une revue hal-03060116v1
Image document

Gérer les informations temporelles dans et par les modèles informatiques

Frédéric Bertrand , Cyril Faucher , Jean-Yves Lafaye , Guillaume Moreau , Myriam Servières
Revue Internationale de Géomatique, 2015, MODÉLISER LES DYNAMIQUES SPATIALES, 25 (3), pp.415-436. ⟨10.3166/RIG.25.415-436⟩
Article dans une revue hal-01259330v1
Image document

Camera tracking by online learning of keypoint arrangements using LLAH in augmented reality applications

Hideaki Uchiyama , Hideo Saito , Myriam Servières , Guillaume Moreau
Virtual Reality, 2011, 15, ⟨10.1007/s10055-010-0173-7⟩
Article dans une revue hal-01521143v1

Generic modeling of application and spatiotemporal data : application to the study of pedestrian behavior

Chamseddine Zaki , Elyès Zekri , Myriam Servières , Guillaume Moreau , Gérard Hégron
Intelligent decision technologies, 2011, 5 (4), pp.297--302. ⟨10.3233/IDT-2011-0113⟩
Article dans une revue hal-01521142v1
Image document

Géolocalisation en milieu urbain par appariement entre une collection d'images et un SIG 2D

Nicolas Bioret , Guillaume Moreau , Myriam Servières
Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2009, 14 (5), pp.107--131. ⟨10.3166/isi.14.5.107-131⟩
Article dans une revue hal-01521145v1

Challenges of Image-Based Crowd-Sourcing for Situation Awareness in Disaster Management

Guillaume Moreau , Myriam Servières , Jean-Marie Normand , Morgan Magnin
Teodorescu, Horia-Nicolaiand Kirschenbaum, Alanand Cojocaru, Svetlanaand Bruderlein, Claude. Improving Disaster Resilience and Mitigation - IT Means and Tools, Springer Netherlands, pp.103--118, 2014, 978-94-017-9136-6. ⟨10.1007/978-94-017-9136-6_7⟩
Chapitre d'ouvrage hal-01521560v1
Image document

Perception of Multisensory Wind Representation in Virtual Reality

Gabriel Giraldo , Myriam Servières , Guillaume Moreau
ISMAR 2020 - 19th IEEE International Symposium on Mixed and Augmented Reality, Nov 2020, Recife, Brazil. pp.89-97, ⟨10.1109/ISMAR50242.2020.00024⟩
Communication dans un congrès hal-02924372v1

A geograhic data gathering system for image geolocalization refining

Bernard Semaan , Myriam Servières , Guillaume Moreau , B. Chebaro
2nd International Conference on Smart Data and Smart Cities , Oct 2017, Puebla, Mexico. pp.63 - 70, ⟨10.5194/isprs-annals-IV-4-W3-63-2017⟩
Communication dans un congrès hal-01712515v1

A Study of Virtual Visual Servoing Sensitivity in the Context of Image/GIS Registration for Urban Environments

Hengyang Wei , Muriel Pressigout , Luce Morin , Myriam Servières , Guillaume Moreau
Fifteenth IAPR International Conference on Machine Vision Application, 2017, Nagoya, Japan. pp.522-525, ⟨10.23919/MVA.2017.7986915⟩
Communication dans un congrès hal-01526972v1
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Message from the ISMAR 2017 General Chair and Deputy General Chairs

Guillaume Moreau , Anatole Lécuyer , Jean-Marie Normand , Myriam Servières
IEEE International Symposium on Mixed and Augmented Reality (ISMAR), Oct 2017, Nantes, France. pp.IX, ⟨10.1109/ISMAR.2017.5⟩
Communication dans un congrès hal-01715813v1
Image document

Design of a Visual Query Language for Geographic Information System on a Touch Screen

Siju Wu , Samir Otmane , Guillaume Moreau , Myriam Servières
15th International Conference on Human Computer Interaction International (HCI 2013), Jul 2013, Las Vegas, NV, United States. pp.530--539, ⟨10.1007/978-3-642-39330-3_57⟩
Communication dans un congrès hal-00850386v1
Image document

Video/GIS registration system based on skyline matching method

Shupeng Zhu , Luce Morin , Muriel Pressigout , Guillaume Moreau , Myriam Servìère
20th IEEE International Conference on Image Processing ICIP 2013, Sep 2013, Melbourne, Australia. pp.3632-3636, ⟨10.1109/ICIP.2013.6738749⟩
Communication dans un congrès hal-01296969v1

A 3D-GIS updating method with interaction in an urban environment

R. Liu , Myriam Servières , Guillaume Moreau
ASME 2012 11th Biennial Conference on Engineering Systems Design and Analysis, ESDA 2012, 2012, Unknown, Unknown Region. pp.369--374, ⟨10.1115/ESDA2012-82608⟩
Communication dans un congrès hal-01521470v1
Image document

Skyline Matching: A robust registration method between Video and GIS

Shupeng Zhu , Muriel Pressigout , Myriam Servières , Luce Morin , Guillaume Moreau
Conference of the European COST Action TU0801 - Semantic Enrichment of 3D City Models for Sustainable Urban Development Location: Grad Sch Architecture, Oct 2012, Nantes, France. pp.1-6, ⟨10.1051/3u3d/201203007⟩
Communication dans un congrès hal-00768494v1
Image document

Developing an ontology of space: Application to 3D city modeling

Rolland Billen , Chams-Eddine Zaki , Myriam Servières , Guillaume Moreau , Pierre Hallot
Usage, Usability, and Utility of 3D City Models – European COST Action TU0801, 2012, Nantes, France. pp.02007, ⟨10.1051/3u3d/201202007⟩
Communication dans un congrès hal-01521445v1
Image document

A new typology of augmented reality applications

Jean-Marie Normand , Myriam Servières , Guillaume Moreau
AH '12 Proceedings of the 3rd Augmented Human International Conference, Mar 2012, Megève, France. ⟨10.1145/2160125.2160143⟩
Communication dans un congrès hal-01521375v1

A functional typology of augmented reality applications based on their tracking requirements

Jean-Marie Normand , Myriam Servières , Guillaume Moreau
Workshop on Location Awareness for Mixed and Dual Reality (LAMDa), 2011, Unknown, Unknown Region. pp.1--5
Communication dans un congrès hal-01521471v1

Facades modeling from a ground-view video with map constraints

Ruijun Liu , Myriam Servières , Guillaume Moreau
Proceedings of the 12th IAPR Conference on Machine Vision Applications, MVA 2011, 2011, Nara, Japan. pp.128--131
Communication dans un congrès hal-01521507v1

Implementing Conceptual Spatiotemporal Model into Object DBMS with Semantic Preserving

Chamseddine Zaki , Myriam Servières , Guillaume Moreau
ICSDM 2011 & BJ-IWGIS 2011CSDM 2011 & BJ-IWGIS 2011, 2011, Fuzhou, Fujian, China
Communication dans un congrès hal-01521482v1

Transforming Conceptual Spatiotemporal Model into Object Model with Semantic Keeping

Chamseddine Zaki , Myriam Servières , Guillaume Moreau
Advances in Conceptual Modeling. Recent Developments and New Directions. Lecture Notes in Computer Science., 2011, Unknown, Unknown Region. pp.281--290, ⟨10.1007/978-3-642-24574-9_35⟩
Communication dans un congrès hal-01521481v1

Implementing conceptual spatiotemporal model into object DBMS with semantic preserving

Chams Eddine Zaki , Myriam Servières , Guillaume Moreau
ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, 2011, Unknown, Unknown Region. pp.160--165, ⟨10.1109/ICSDM.2011.5969024⟩
Communication dans un congrès hal-01521483v1

Urban Spatiotemporal Data Modeling : Application to the Study of Pedestrian Walkways

Chamseddine Zaki , Elyès Zekri , Myriam Servières , Guillaume Moreau , Gérard Hégron
KES international Symposium IDT 2010, 2010, Unknown, Unknown Region. pp.549--558
Communication dans un congrès hal-01521484v1

Towards outdoor localization from GIS data and 3D content extracted from videos

Nicolas Bioret , Guillaume Moreau , Myriam Servières
IEEE International Symposium on Industrial Electronics, 2010, Bari, Italy. pp.3613--3618, ⟨10.1109/ISIE.2010.5637503⟩
Communication dans un congrès hal-01521496v1
Image document

Urban Localization based on Correspondences between Street Photographs and 2D Building GIS Layer

Nicolas Bioret , Guillaume Moreau , Myriam Servières
Congrès COmpression et REprésentation des Signaux Audiovisuels CORESA 2009, Mar 2009, Toulouse, France
Communication dans un congrès hal-01521497v1

Pose computation based on Correspondence between 2D GIS and Street Images

Nicolas Bioret , Guillaume Moreau , Myriam Servières
INTELLIGENT SYSTEMS AND AUTOMATION: 2nd Mediterranean Conference on Intelligent Systems and Automation, 2009, Zarzis, Tunisia. pp.169--174, ⟨10.1063/1.3106467⟩
Communication dans un congrès hal-01521498v1

Using Conceptual and Ontological Models for Tracking Changes of Spatio-Temporal Objects and Concepts over Time

Chamseddine Zaki , Myriam Servières , Guillaume Moreau
Agile, 2009, Hannovre, Germany
Communication dans un congrès hal-01521485v1

Ar city representation system based on map recognition using topological information

Hideaki Uchiyama , Hideo Saito , Myriam Servières , Guillaume Moreau
Virtual and Mixed Reality, Third International Conference, VMR 2009, Held as Part of HCI International 2009, 2009, Unknown, Unknown Region. pp.128--135
Communication dans un congrès hal-01521512v1

MapBook AiR : AR City Representation System on a Physical Map using Topological Information

Hideaki Uchiyama , Hideo Saito , Vivien Nivesse , Myriam Servières , Guillaume Moreau
The 3rd Pacific-Rim Symposium on Image and Video Technology, 2009, Tokyo, Japan
Communication dans un congrès hal-01521514v1

AR GIS on a physical map based on map image retrieval using LLAH tracking

Hideaki Uchiyama , Hideo Saito , Myriam Servières , Guillaume Moreau
Conference on Machine Vision Applications, 2009, Unknown, Japan. pp.382--385
Communication dans un congrès hal-01521511v1

Combining Conceptual and Ontological Models for Representing Spatio-Temporal Data and Semantic Evolution in GIS

Chamseddine Zaki , Myriam Servières , Guillaume Moreau
Ontologies for urban development: Future development of urban ontologies, 2009, Liège, Belgium. pp.95-104
Communication dans un congrès hal-01521486v1

Image based view localization system retrieving from a panorama database by surf

Naoyuki Yazawa , Hideaki Uchiyama , Hideo Saito , Myriam Servières , Guillaume Moreau
Proc. of the IAPR Conference on Machine Vision Applications, 2009, Unknown, Japan
Communication dans un congrès hal-01521508v1

AR-based GIS: Towards closing the loop between acquisition and visualization of geographical data

Guillaume Moreau , Myriam Servières , Hideo Saito
ISMAR workshop Lets Go Out Research in Outdoor Mixed and Augmented Reality, 2009, Unknown, Unknown Region. pp.2--3
Communication dans un congrès hal-01521520v1

Change Detection Based on SURF and Color Edge Matching

Ryo Mitsumori , Hideaki Uchiyama , Hideo Saito , Myriam Servières , Guillaume Moreau
Invited Workshop on Vision and Control for Access Space (VCAS) in 9th Asian Conference on Computer Vision (ACCV), 2009, Unknown, Unknown Region. pp.1--12
Communication dans un congrès hal-01521509v1

AR Mapping of GIS Information by Pattern-based Tracking with Particle Filter

Yuko Uematsu , Hideo Saito , Myriam Servières , Guillaume Moreau
International Conference on Artificial Reality and Telexistence, 2008, Yokohama, Japan. pp.305--308
Communication dans un congrès hal-01521515v1

AR representation system for 3D GIS based on camera pose estimation using distribution of intersections

Hideaki Uchiyama , Hideo Saito , Vivien Nivesse , Myriam Servières , Guillaume Moreau
International Conference on Artificial Reality and Telexistence, 2008, Yokohama, Japan. pp.218--225
Communication dans un congrès hal-01521516v1

An ontology-based model for representing evolution of both data and semantic in GIS

Chamseddine Zaki , Myriam Servières , Guillaume Moreau
GI Days, 2008, Münster, France
Communication dans un congrès hal-01521521v1

Outdoor Localization Approach Based on Image / GIS Correspondence Using a Simple 2D Building Layer

Nicolas Bioret , Guillaume Moreau , Myriam Servières
2nd International Workshop on Mobile Geospatial Augmented Reality, 2008, Québec, Canada
Communication dans un congrès hal-01521499v1

AR representation system for 3D GIS based on camera pose estimation using distribution of intersections (in Japonese)

Hideaki Uchiyama , Hideo Saito , Vivien Nivesse , Myriam Servières , Guillaume Moreau
VRSJ, 2008, Unknown, Japan
Communication dans un congrès hal-01521517v1

Towards Automated Image Geolocalization Refining

Bernard Semaan , Guillaume Moreau , Myriam Servières , Bilal Chebaro
SAGEO 2016 , 2016, Unknown, France. 2016
Poster de conférence hal-01521558v1

A GIS data updating method with video

R. Liu , Myriam Servières , Guillaume Moreau
GRAPP 2012 IVAPP 2012 - Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 2012, Unknown, Unknown Region. pp.511--514, 2012
Poster de conférence hal-01521469v1