Technical Program

SS_21: Missing Data in Signal & Image Processing: Trends and New Challenges

Session Type: Lecture
Time: Wednesday, August 31, 11:00 - 12:40
Location: Baltic + Aegean
Session Chair: Abderrahim Halimi, Heriot-Watt University
 
SS_21.1: ROBUST ESTIMATION OF GAUSSIAN MIXTURE MODELS USING ANOMALY SCORES AND BAYESIAN INFORMATION CRITERION FOR MISSING VALUE IMPUTATION
Florian Mouret, IRIT Computer Science Research Institute of Toulouse / TERRANIS, France; Mohanad Albughdadi, Sylvie Duthoit, TERRANIS, France; Denis Kouamé, Jean-Yves Tourneret, IRIT Computer Science Research Institute of Toulouse, France
 
SS_21.2: ROBUST TENSOR TRACKING WITH MISSING DATA UNDER TENSOR-TRAIN FORMAT
Trung Thanh Le, Karim Abed-Meraim, University of Orleans, France; Linh Trung Nguyen, VNU University of Engineering and Technology, Viet Nam; Adel Hafiane, INSA Centre Val de Loire, France
 
SS_21.3: STATE ESTIMATION OF LINEAR SYSTEMS WITH SPARSE INPUTS AND MARKOV-MODULATED MISSING OUTPUTS
Geethu Joseph, TU Delft, Netherlands; Pramod K. Varshney, Syracuse University, United States
 
SS_21.4: RIEMANNIAN CLASSIFICATION OF EEG SIGNALS WITH MISSING VALUES
Alexandre Hippert-Ferrer, Florent Bouchard, Frédéric Pascal, Université Paris-Saclay, CNRS, CentraleSupélec, Laboratoire des Signaux et Systèmes, France; Ammar Mian, Laboratoire d’Informatique, Systèmes, Traitement de l’Information et de la Connaissance, Université Savoie Mont Blanc, France
 
SS_21.5: TRUNCATED MATRIX COMPLETION - AN EMPIRICAL STUDY
Rishhabh Naik, Nisarg Trivedi, Davoud Ataee Tarzanagh, Laura Balzano, University of Michigan, United States