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STARS - 2012
STARS - 2012




Team Stars
Members
Overall Objectives
Scientific Foundations
Application Domains
Software
New Results
Partnerships and Cooperations
Dissemination
Bibliography




Team Stars
Members
Overall Objectives
Scientific Foundations
Application Domains
Software
New Results
Partnerships and Cooperations
Dissemination
Bibliography


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Bibliography

Major publications by the team in recent years
  • 1A. Avanzi, F. Brémond, C. Tornieri, M. Thonnat.

    Design and Assessment of an Intelligent Activity Monitoring Platform, in: EURASIP Journal on Applied Signal Processing, Special Issue on “Advances in Intelligent Vision Systems: Methods and Applications”, August 2005, vol. 2005:14, p. 2359-2374.
  • 2H. Benhadda, J. Patino, E. Corvee, F. Bremond, M. Thonnat.

    Data Mining on Large Video Recordings, in: 5eme Colloque Veille Stratégique Scientifique et Technologique VSST 2007, Marrakech, Marrocco, 21st - 25th October 2007.
  • 3B. Boulay, F. Bremond, M. Thonnat.

    Applying 3D Human Model in a Posture Recognition System., in: Pattern Recognition Letter., 2006, vol. 27, no 15, p. 1785-1796.
  • 4F. Brémond, M. Thonnat.

    Issues of Representing Context Illustrated by Video-surveillance Applications, in: International Journal of Human-Computer Studies, Special Issue on Context, 1998, vol. 48, p. 375-391.
  • 5G. Charpiat.

    Learning Shape Metrics based on Deformations and Transport, in: Proceedings of ICCV 2009 and its Workshops, Second Workshop on Non-Rigid Sh ape Analysis and Deformable Image Alignment (NORDIA), Kyoto, Japan, September 2009.
  • 6G. Charpiat, P. Maurel, J.-P. Pons, R. Keriven, O. Faugeras.

    Generalized Gradients: Priors on Minimization Flows, in: International Journal of Computer Vision, 2007.
  • 7N. Chleq, F. Brémond, M. Thonnat.

    Advanced Video-based Surveillance Systems, Kluwer A.P. , Hangham, MA, USA, November 1998, p. 108-118.
  • 8F. Cupillard, F. Brémond, M. Thonnat.

    Tracking Group of People for Video Surveillance, Video-Based Surveillance Systems, Kluwer Academic Publishers, 2002, vol. The Kluwer International Series in Computer Vision and Distributed Processing, p. 89-100.
  • 9F. Fusier, V. Valentin, F. Bremond, M. Thonnat, M. Borg, D. Thirde, J. Ferryman.

    Video Understanding for Complex Activity Recognition, in: Machine Vision and Applications Journal, 2007, vol. 18, p. 167-188.
  • 10B. Georis, F. Bremond, M. Thonnat.

    Real-Time Control of Video Surveillance Systems with Program Supervision Techniques, in: Machine Vision and Applications Journal, 2007, vol. 18, p. 189-205.
  • 11C. Liu, P. Chung, Y. Chung, M. Thonnat.

    Understanding of Human Behaviors from Videos in Nursing Care Monitoring Systems, in: Journal of High Speed Networks, 2007, vol. 16, p. 91-103.
  • 12N. Maillot, M. Thonnat, A. Boucher.

    Towards Ontology Based Cognitive Vision, in: Machine Vision and Applications (MVA), December 2004, vol. 16, no 1, p. 33-40.
  • 13V. Martin, J.-M. Travere, F. Bremond, V. Moncada, G. Dunand.

    Thermal Event Recognition Applied to Protection of Tokamak Plasma-Facing Components, in: IEEE Transactions on Instrumentation and Measurement, Apr 2010, vol. 59, no 5, p. 1182-1191.

    http://hal.inria.fr/inria-00499599
  • 14S. Moisan.

    Knowledge Representation for Program Reuse, in: European Conference on Artificial Intelligence (ECAI), Lyon, France, July 2002, p. 240-244.
  • 15S. Moisan.

    Une plate-forme pour une programmation par composants de systèmes à base de connaissances, Université de Nice-Sophia Antipolis, April 1998, Habilitation à diriger les recherches.
  • 16S. Moisan, A. Ressouche, J.-P. Rigault.

    Blocks, a Component Framework with Checking Facilities for Knowledge-Based Systems, in: Informatica, Special Issue on Component Based Software Development, November 2001, vol. 25, no 4, p. 501-507.
  • 17J. Patino, H. Benhadda, E. Corvee, F. Bremond, M. Thonnat.

    Video-Data Modelling and Discovery, in: 4th IET International Conference on Visual Information Engineering VIE 2007, London, UK, 25th - 27th July 2007.
  • 18J. Patino, E. Corvee, F. Bremond, M. Thonnat.

    Management of Large Video Recordings, in: 2nd International Conference on Ambient Intelligence Developments AmI.d 2007, Sophia Antipolis, France, 17th - 19th September 2007.
  • 19A. Ressouche, D. Gaffé, V. Roy.

    Modular Compilation of a Synchronous Language, in: Software Engineering Research, Management and Applications, R. Lee (editor), Studies in Computational Intelligence, Springer, 2008, vol. 150, p. 157-171, selected as one of the 17 best papers of SERA'08 conference.
  • 20A. Ressouche, D. Gaffé.

    Compilation Modulaire d'un Langage Synchrone, in: Revue des sciences et technologies de l'information, série Théorie et Science Informat ique, June 2011, vol. 4, no 30, p. 441-471.

    http://hal.inria.fr/inria-00524499/en
  • 21M. Thonnat, S. Moisan.

    What Can Program Supervision Do for Software Re-use?, in: IEE Proceedings - Software Special Issue on Knowledge Modelling for Software Components Reuse, 2000, vol. 147, no 5.
  • 22M. Thonnat.

    Vers une vision cognitive: mise en oeuvre de connaissances et de raisonnements pour l'analyse et l'interprétation d'images., Université de Nice-Sophia Antipolis, October 2003, Habilitation à diriger les recherches.
  • 23M. Thonnat.

    Special issue on Intelligent Vision Systems, in: Computer Vision and Image Understanding, May 2010, vol. 114, no 5, p. 501-502.

    http://hal.inria.fr/inria-00502843
  • 24A. Toshev, F. Brémond, M. Thonnat.

    An A priori-based Method for Frequent Composite Event Discovery in Videos, in: Proceedings of 2006 IEEE International Conference on Computer Vision Systems, New York USA, January 2006.
  • 25V. Vu, F. Brémond, M. Thonnat.

    Temporal Constraints for Video Interpretation, in: Proc of the 15th European Conference on Artificial Intelligence, Lyon, France, 2002.
  • 26V. Vu, F. Brémond, M. Thonnat.

    Automatic Video Interpretation: A Novel Algorithm based for Temporal Scenario Recognition, in: The Eighteenth International Joint Conference on Artificial Intelligence (IJCAI'03), 9-15 September 2003.
  • 27N. Zouba, F. Bremond, A. Anfosso, M. Thonnat, E. Pascual, O. Guerin.

    Monitoring elderly activities at home, in: Gerontechnology, May 2010, vol. 9, no 2.

    http://hal.inria.fr/inria-00504703
Publications of the year

Doctoral Dissertations and Habilitation Theses

  • 28S. Bak.

    Ré-identification de personne dans un réseau de cameras vidéo, Université de Nice Sophia-Antipolis, July 2012.

    http://tel.archives-ouvertes.fr/tel-00763443
  • 29D. P. Chau.

    Suivi dynamique et robuste d'objets pour la reconnaissance d'activités, Institut National de Recherche en Informatique et en Automatique (Inria), March 2012.

    http://hal.inria.fr/tel-00695567
  • 30G.-T. Pusiol.

    Discovery of human activities in video., Institut National de Recherche en Informatique et en Automatique (Inria), May 2012.

Articles in International Peer-Reviewed Journals

  • 31C. F. Crispim-Junior, V. Joumier, Y.-L. Hsu, M.-C. Pai, P.-C. Chung, A. Dechamps, P. Robert, F. Bremond.

    Alzheimer's patient activity assessment using different sensors, in: Gerontechnology, 2012, vol. 11, no 2, p. 266-267. [ DOI : 10.4017/gt.2012.11.02.597..678 ]

    http://hal.inria.fr/hal-00721549
  • 32M.-B. Kaâniche, F. Bremond.

    Recognizing Gestures by Learning Local Motion Signatures of HOG Descriptors, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012.

    http://hal.inria.fr/hal-00696371

International Conferences with Proceedings

  • 33J. Badie, S. Bak, S.-T. Serban, F. Bremond.

    Recovering people tracking errors using enhanced covariance-based signatures, in: Fourteenth IEEE International Workshop on Performance Evaluation of Tracking and Surveillance - 2012, Beijing, Chine, July 2012, p. 487-493. [ DOI : 10.1109/AVSS.2012.90 ]

    http://hal.inria.fr/hal-00761322
  • 34S. Bak, G. Charpiat, E. Corvee, F. Bremond, M. Thonnat.

    Learning to Match Appearances by Correlations in a Covariance Metric Space, in: 12th European Conference on Computer Vision, Florence, Italy, A. Fitzgibbon, S. Lazebnik, P. Perona, Y. Sato, C. Schmid (editors), Lecture Notes in Computer Science - LNCS, Springer, October 2012, vol. 7574, p. 806-820. [ DOI : 10.1007/978-3-642-33712-3_58 ]

    http://hal.inria.fr/hal-00731792
  • 35S. Bak, D. P. Chau, J. Badie, E. Corvee, F. Bremond, M. Thonnat.

    Multi-target Tracking by Discriminative Analysis on Riemann Manifold, in: ICIP - International Conference on Image Processing - 2012, Orlando, United States, IEEE Computer Society, June 2012, vol. 1, p. 1-4.

    http://hal.inria.fr/hal-00703633
  • 36P. Bilinski, F. Bremond.

    Contextual Statistics of Space-Time Ordered Features for Human Action Recognition, in: 9th IEEE International Conference on Advanced Video and Signal-Based Surveillance, Beijing, China, September 2012.

    http://hal.inria.fr/hal-00718293
  • 37P. Bilinski, F. Bremond.

    Statistics of Pairwise Co-occurring Local Spatio-Temporal Features for Human Action Recognition, in: 4th International Workshop on Video Event Categorization, Tagging and Retrieval (VECTaR), in conjunction with 12th European Conference on Computer Vision (ECCV), Florence, Italy, October 2012.

    http://hal.inria.fr/hal-00760963
  • 38P. Bilinski, E. Corvee, S. Bak, F. Bremond.

    Relative Dense Tracklets for Human Action Recognition, in: 10th IEEE International Conference on Automatic Face and Gesture Recognition (FG), Shanghai, China, 2012, To Appear in April 2013.
  • 39C. F. Crispim-Junior, F. Bremond, V. Joumier.

    A Multi-Sensor Approach for Activity Recognition in Older Patients, in: The Second International Conference on Ambient Computing, Applications, Services and Technologies - AMBIENT 2012, Barcelona, Espagne, XPS/ThinkMindTM Digital Library, September 2012, in press.

    http://hal.inria.fr/hal-00726184
  • 40C. F. Crispim-Junior, V. Joumier, Y.-L. Hsu, P.-C. Chung, A. Dechamps, M.-C. Pai, P. Robert, F. Bremond.

    Alzheimer's patient activity assessment using different sensors, in: ISG*ISARC 2012: 8th World Conference of the International Society for Gerontechnology in cooperation with the ISARC, International Symposium of Automation and Robotics in Construction, Eindhoven, Netherlands, J. van Bronswijk (editor), Gerontechnology 2012:11(2):63, ISG, IAARC and TU/e (Eindhoven University of Technology), 2012, p. 266-267, Best Paper Award of ISG*ISARC2012. [ DOI : 10.4017/gt.2012.11.02.597.00 ]

    http://hal.inria.fr/hal-00721575
  • 41S. Moisan, M. Acher, J.-P. Rigault.

    A Feature-based Approach to System Deployment and Adaptation, in: ICSE, MISE Workshop - 34th International Conference on Software Engineering, Workshop on Modelling in Software Engineering, Zurich, Switzerland, June 2012.

    http://hal.inria.fr/hal-00708745
  • 42S. Moisan.

    Intelligent Monitoring of Software Components, in: ICSE RAISE Workshop - 34th International Conference on Software Engineering, Workshop on Realizing AI Synergies in Software Engineering - 2012, Zurich, Switzerland, June 2012.

    http://hal.inria.fr/hal-00708737
  • 43L. Patino, F. Bremond, M. Thonnat.

    On-line learning of activities from video, in: AVSS - IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance 2012, Beijing, Chine, 2012, p. 234-239.

    http://hal.inria.fr/hal-00761461
  • 44S. Sankaranarayanan, F. Bremond, D. Tax.

    Qualitative Evaluation of Detection and Tracking Performance, in: 9th IEEE International Conference On Advanced Video and Signal Based Surveillance (AVSS 12), Beijing, Chine, Sep 2012.

    http://hal.inria.fr/hal-00763587
  • 45S. Zaidenberg, B. Boulay, F. Bremond.

    A generic framework for video understanding applied to group behavior recognition, in: Advanced Video and Signal-Based Surveillance (AVSS), 2012 IEEE Ninth International Conference on, IEEE, September 2012, p. 136 -142. [ DOI : 10.1109/AVSS.2012.1 ]

    http://hal.inria.fr/hal-00702179

Scientific Books (or Scientific Book chapters)

  • 46F. Brémond, G. Sacco.

    Technologies de l'information, limiter les effets de la maladie d'Alzheimer, in: Alzheimer, éthique et société, F. Gzil and E. Hirsh, Sep 2012, p. 518-526.
  • 47A. Mara, L. S. Mastella, M. Perrin, M. Thonnat.

    Ontologies and their use in geological knowledge formalization., in: Shared Earth Modeling: Knowledge based solutions for building and managing subsurface structural models, M. Perrin, J. Rainaud (editors), Technip, Paris, 2012.

    http://hal.inria.fr/hal-00761496
  • 48P. Verney, M. Thonnat, J.-F. Rainaud.

    Knowledge based approach of a data intensive problem: seismic interpretation, in: Shared Earth Modeling: Knowledge based solutions for building and managing subsurface structural models, M. Perrin, J. Rainaud (editors), Technip, 2012.

    http://hal.inria.fr/hal-00761476

Internal Reports

Other Publications

  • 50M. Souded, F. Brémond.

    Optimized Cascade of Classifiers for People Detection Using Covariance Features, 2012, To appear in 2013 in International Conference on Computer Vision Theory and Applications Proceedings.
References in notes
  • 51M. Acher, P. Collet, F. Fleurey, P. Lahire, S. Moisan, J.-P. Rigault.

    Modeling Context and Dynamic Adaptations with Feature Models, in: Models@run.time Workshop, Denver, CO, USA, October 2009.

    http://hal.inria.fr/hal-00419990/en
  • 52M. Acher, P. Collet, P. Lahire, R. France.

    Managing Feature Models with FAMILIAR: a Demonstration of the Language and its Tool Support, in: Fifth International Workshop on Variability Modelling of Software-intensive Systems(VaMoS'11), Namur, Belgium, VaMoS, ACM, January 2011.
  • 53M. Acher, P. Collet, P. Lahire, S. Moisan, J.-P. Rigault.

    Modeling Variability from Requirements to Runtime, in: 16th International Conference on Engineering of Complex Computer Systems (ICECCS'11), Las Vegas, IEEE, April 2011.
  • 54M. Acher, P. Lahire, S. Moisan, J.-P. Rigault.

    Tackling High Variability in Video Surveillance Systems through a Model Transformation Approach, in: ICSE'2009 - MISE Workshop, Vancouver, Canada, May 2009.

    http://hal.inria.fr/hal-00415770/en
  • 55D. Benavides, S. Segura, A. Ruiz-Cortes.

    Automated Analysis of Feature Models 20 Years Later: A Literature Review, in: Information Systems, September 2010, vol. 35, p. 615–636.
  • 56J. Berclaz, F. Fleuret, E. Turetken, P. Fua.

    Multiple object tracking using k-shortest paths optimization, in: PAMI, 2011, vol. 33, no 9, p. 1806–1819.
  • 57F. Bremond, N. Maillot, M. Thonnat, V. Vu.

    Ontologies For Video Events, in: Inria Research Report RR-5189, 2004.
  • 58F. Bremond, M. Thonnat.

    Tracking multiple non-rigid objects in video sequences, in: in proceedings of the IEEE Transactions On Automatic Control, 1998, vol. 8,5.
  • 59D. P. Chau, F. Bremond, M. Thonnat.

    A multi-feature tracking algorithm enabling adaptation to context variations, in: The International Conference on Imaging for Crime Detection and Prevention (ICDP), London, Royaume-Uni, November 2011.

    http://hal.inria.fr/inria-00632245/en/
  • 60D. P. Chau, F. Bremond, M. Thonnat, E. Corvee.

    Robust Mobile Object Tracking Based on Multiple Feature Similarity and Trajectory Filtering, in: The International Conference on Computer Vision Theory and Applications (VISAPP), Algarve, Portugal, March 2011, This work is supported by the PACA region, The General Council of Alpes Maritimes province, France as well as The ViCoMo, Vanaheim, Video-Id, Cofriend and Support projects..

    http://hal.inria.fr/inria-00599734/en/
  • 61A. Cimatti, E. Clarke, E. Giunchiglia, F. Giunchiglia, M. Pistore, M. Roveri, R. Sebastiani, A. Tacchella.

    NuSMV 2: an OpenSource Tool for Symbolic Model Checking, in: Proceeeding CAV, Copenhagen, Danmark, E. Brinksma, K. G. Larsen (editors), LNCS, Springer-Verlag, July 2002, no 2404, p. 359-364.

    http://nusmv.fbk.eu/NuSMV/papers/cav02/ps/cav02.ps
  • 62R. David, E. Mulin, P. Mallea, P. Robert.

    Measurement of Neuropsychiatric Symptoms in Clinical Trials Targeting Alzheimer's Disease and Related Disorders, in: Pharmaceuticals, 2010, vol. 3, p. 2387-2397.
  • 63D. Gaffé, A. Ressouche.

    The Clem Toolkit, in: Proceedings of 23rd IEEE/ACM International Conference on Automated Software Engineering (ASE 2008), L'Aquila, Italy, September 2008.
  • 64M. Ginsberg.

    Multivalued Logics: A Uniform Approach to Inference in Artificial Intelligence, in: Computational Intelligence, 1988, vol. 4, p. 265–316.
  • 65M. Grosam.

    SOF: Service Oriented Framework, Web site.

    http://sof.tiddlyspot.com/
  • 66N. Halbwachs.

    Synchronous Programming of Reactive Systems, Kluwer Academic, 1993.
  • 67J. F. Henriques, R. Caseiro, J. Batista.

    Globally optimal solution to multi-object tracking with merged measurements, 2011, In ICCV.
  • 68V. Hourdin, J.-Y. Tigli, S. Lavirotte, M. Riveill.

    Context-Sensitive Authorization for Asynchronous Communications, in: 4th International Conference for Internet Technology and Secured Transactions (ICITST), London UK, November 2009.
  • 69C. Kuo, C. Huang, R. Nevatia.

    Multi-target tracking by online learned discriminative appearance models, 2010, In CVPR.
  • 70C. Kästner, S. Apel, S. Trujillo, M. Kuhlemann, D. Batory.

    Guaranteeing Syntactic Correctness for All Product Line Variants: A Language-Independent Approach, in: TOOLS (47), 2009, p. 175-194.
  • 71Y. Li, C. Huang, R. Nevatia.

    Learning to Associate: HybridBoosted Multi-Target Tracker for Crowded Scene, 2009, The International Conference on Computer Vision and Pattern Recognition (CVPR).
  • 72S. Moisan, J.-P. Rigault, M. Acher, P. Collet, P. Lahire.

    Run Time Adaptation of Video-Surveillance Systems: A software Modeling Approach, in: ICVS, 8th International Conference on Computer Vision Systems, Sophia Antipolis, France, September 2011.

    http://hal.inria.fr/inria-00617279/en
  • 73A.-T. Nghiem, F. Brémond, M. Thonnat.

    Controlling Background Subtraction Algorithms for Robust Object Detection, in: The 3rd International Conference on Imaging for Crime Detection and Prevention, London, United Kingdom, 3 December 2009.
  • 74A.-T. Nghiem.

    Algorithmes Adaptatifs d'Estimation du Fond pour la Détection des Objets Mobiles dans les Séquences Vidéos, Nice Sophia-Antipolis University, Jun 2010.

    http://hal.inria.fr/tel-00505881
  • 75X. Pennec, P. Fillard, N. Ayache.

    A Riemannian Framework for Tensor Computing, 2006, Int. Journal of Comp. Vision, 66(1):41–66..
  • 76A. Pnueli, D. Harel.

    On the Development of Reactive Systems, in: Nato Asi Series F: Computer and Systems Sciences, K. Apt (editor), Springer-Verlag berlin Heidelberg, 1985, vol. 13, p. 477-498.
  • 77A. Ressouche, D. Gaffé, V. Roy.

    Modular Compilation of a Synchronous Language, Inria, 01 2008, no 6424.

    http://hal.inria.fr/inria-00213472
  • 78A. Ressouche, J.-Y. Tigli, O. Carillo.

    Composition and Formal Validation in Reactive Adaptive Middleware, Inria, February 2011, no RR-7541.

    http://hal.inria.fr/inria-00565860/en
  • 79A. Ressouche, J.-Y. Tigli, O. Carrillo.

    Toward Validated Composition in Component-Based Adaptive Middleware, in: SC 2011, Zurich, Suisse, S. Ape, E. Jackson (editors), LNCS, Springer, July 2011, vol. 6708, p. 165-180.

    http://hal.inria.fr/inria-00605915/en/
  • 80L. M. Rocha, S. Moisan, J.-P. Rigault, S. Sagar.

    Girgit: A Dynamically Adaptive Vision System for Scene Understanding, in: ICVS, Sophia Antipolis, France, September 2011.

    http://hal.inria.fr/inria-00616642/en
  • 81R. Romdhane, E. Mulin, A. Derreumeaux, N. Zouba, J. Piano, L. Lee, I. Leroi, P. Mallea, R. David, M. Thonnat, F. Bremond, P. Robert.

    Automatic Video Monitoring system for assessment of Alzheimer's Disease symptoms, in: The Journal of Nutrition, Health and Aging Ms(JNHA), 2011, vol. JNHA-D-11-00004R1.

    http://hal.inria.fr/inria-00616747/en
  • 82H. B. Shitrit, J. Berclaz, F. Fleuret, P. Fua.

    Tracking multiple people under global appearance constraints, 2011, In ICCV.
  • 83b. C. Stauffer, W. E. L. Grimson.

    Adaptive background mixture models for real-time tracking, in: in the IEEE Computer Vision and Pattern Recognition, 1999, vol. 2, p. 246-252.
  • 84J.-Y. Tigli, S. Lavirotte, G. Rey, V. Hourdin, D. Cheung, E. Callegari, M. Riveill.

    WComp middleware for ubiquitous computing: Aspects and composite event-based Web services, in: Annals of Telecommunications, 2009, vol. 64, no 3-4, ISSN 0003-4347 (Print) ISSN 1958-9395 (Online).
  • 85J.-Y. Tigli, S. Lavirotte, G. Rey, V. Hourdin, M. Riveill.

    Lightweight Service Oriented Architecture for Pervasive Computing, in: IJCSI International Journal of Computer Science Issues, 2009, vol. 4, no 1, ISSN (Online): 1694-0784 ISSN (Print): 1694-0814.
  • 86O. Tuzel, F. Porikli, P. Meer.

    Human Detection via Classification on Riemannian Manifolds, 2007, In IEEE Conf. Comp. Vision and Pattern Recognition (CVPR)..
  • 87J. Yao, J. Odobez.

    Fast Human Detection from Videos Using Covariance Feature, 2008, In: ECCV 2008 Visual Surveillance Workshop..
  • 88S. Zaidenberg, B. Boulay, C. Garate, D. P. Chau, E. Corvee, F. Bremond.

    Group interaction and group tracking for video-surveillance in underground railway stations, in: International Workshop on Behaviour Analysis and Video Understanding (ICVS 2011), Sophia Antipolis, France, September 2011, 10 p.

    http://hal.inria.fr/inria-00624356/en/
  • 89L. Zhang, Y. Li, R. Netvatia.

    Global data association for multi-object tracking using network flows, 2008, In CVPR.


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