FR1.SC1.5
Texture classification using RGGD statistical model of CNN feature maps encoding
Zakariae Abbad, ENSIAS, Mohammed V University in Rabat, Morocco, Morocco; Ahmed Drissi El Maliani, FS, Mohammed V University in Rabat, Morocco, Morocco; Mohammed El Hassouni, FLSH, Mohammed V University in Rabat, Morocco, Morocco; Mohamed Tahar Kadaoui Abbassi, Laboratory of Mathematical Sciences and Applications, Faculty of Sciences Dhar El Mahraz, University Sidi Mohamed Ben Abdellah, Fez, Morocco, Morocco; Lionel Bombrun, Yannick Berthoumieu, Univ. Bordeaux, CNRS, Bordeaux INP, IMS, UMR 5218, F-33400 Talence, France, Morocco
Session:
FR1.SC1: Geometries for Signal Processing and Machine Learning Lecture
Track:
Special Sessions
Location:
Saint Clair 1
Presentation Time:
Fri, 30 Aug, 11:50 - 12:10 France Time (UTC +2)
Session Co-Chairs:
Samy Labsir, IPSA/TéSA and Arnaud Breloy, Conservatoire National des Arts et Metiers (CNAM)
Presentation
Discussion
Resources
No resources available.
Session FR1.SC1
FR1.SC1.1: AVERAGING TRAJECTORIES ON THE MANIFOLD OF SYMMETRIC POSITIVE DEFINITE MATRICES
Thibault de Surrel, Florian Yger, LAMSADE, France; Sylvain Chevallier, LISN, France; Fabien Lotte, Inria, France
FR1.SC1.2: DISTRIBUTED DIFFUSION-BASED MANIFOLD PARTICLE FILTERS FOR ORIENTATION ESTIMATION
Claudio Bordin, Universidade Federal do ABC, Brazil; Marcelo Bruno, Instituto Tecnológico de Aeronáutica, Brazil
FR1.SC1.3: Recurrent Neural Networks Modelling based on Riemannian Symmetric Positive Definite Manifold
Léa Dubreil, TéSA/ISAE-SUPAERO, France; Samy Labsir, IPSA/TéSA, France; Etienne Rouanet-Labé, Thales Alenia Space, France; Gaël Pages, ISAE-SUPAERO, France
FR1.SC1.4: Topological data analysis for unsupervised anomaly detection in time series
Alexandre Bois, Brian Tervil, Laurent Oudre, ENS Paris Saclay, France
FR1.SC1.5: Texture classification using RGGD statistical model of CNN feature maps encoding
Zakariae Abbad, ENSIAS, Mohammed V University in Rabat, Morocco, Morocco; Ahmed Drissi El Maliani, FS, Mohammed V University in Rabat, Morocco, Morocco; Mohammed El Hassouni, FLSH, Mohammed V University in Rabat, Morocco, Morocco; Mohamed Tahar Kadaoui Abbassi, Laboratory of Mathematical Sciences and Applications, Faculty of Sciences Dhar El Mahraz, University Sidi Mohamed Ben Abdellah, Fez, Morocco, Morocco; Lionel Bombrun, Yannick Berthoumieu, Univ. Bordeaux, CNRS, Bordeaux INP, IMS, UMR 5218, F-33400 Talence, France, Morocco
FR1.SC1.6: DETERMINISTIC EQUIVALENT OF THE LOG-EUCLIDEAN DISTANCE BETWEEN SAMPLE COVARIANCE MATRICES
Xavier Mestre, Roberto Pereira, Centre Tecnològic de Telecomunicacions de Catalunya, Spain