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TH2.I: Learning Models and Methods for Multi-sensor Systems

Session Type: Lecture
Time: Thursday, 7 May, 11:30 - 13:30
Location: On-Demand
Session Chair: Wolfgang Utschick, TU Muenchen
 
   TH2.I.1: MODEL ORDER SELECTION IN DOA SCENARIOS VIA CROSS-ENTROPY BASED MACHINE LEARNING TECHNIQUES
         Andreas Barthelme; Technical University Munich
         Reinhard Wiesmayr; Technical University Munich
         Wolfgang Utschick; Technical University Munich
 
   TH2.I.2: UNSUPERVISED CHANGE DETECTION FOR MULTIMODAL REMOTE SENSING IMAGES VIA COUPLED DICTIONARY LEARNING AND SPARSE CODING
         Vinicius Ferraris; University of São Paulo
         Nicolas Dobigeon; University of Toulouse
         Yanna Cavalcanti; University of Toulouse
         Thomas Oberlin; University of Toulouse
         Marie Chabert; University of Toulouse
 
   TH2.I.3: FAST DIRECTION-OF-ARRIVAL ESTIMATION OF MULTIPLE TARGETS USING DEEP LEARNING AND SPARSE ARRAYS
         Georgios K. Papageorgiou; Heriot-Watt University
         Mathini Sellathurai; Heriot-Watt University
 
   TH2.I.4: LEARNING BASED RECONFIGURABLE SUB-NYQUIST SAMPLING FRAMEWORK FOR ULTRA-WIDEBAND ANGULAR SENSING
         Himani Joshi; Indraprastha Institute of Information Technology, Delhi
         Mohammad Alaee-Kerahroodi; University of Luxembourg
         Achanna A Kumar; TCS Innovations Lab
         Bhavani Shankar M. R.; University of Luxembourg
         Sumit J Darak; Indraprastha Institute of Information Technology, Delhi
 
   TH2.I.5: RAW WAVEFORM BASED END-TO-END DEEP CONVOLUTIONAL NETWORK FOR SPATIAL LOCALIZATION OF MULTIPLE ACOUSTIC SOURCES
         Harshavardhan Sundar; Amazon, Inc.
         Weiran Wang; Salesforce Research
         Ming Sun; Amazon, Inc.
         Chao Wang; Amazon, Inc.
 
   TH2.I.6: DNN-BASED MASK ESTIMATION INTEGRATING SPECTRAL AND SPATIAL FEATURES FOR ROBUST BEAMFORMING
         Chengyun Deng; Didi Chuxing
         Hui Song; Didi Chuxing
         Yi Zhang; Didi Chuxing
         Yongtao Sha; Didi Chuxing
         Xiangang Li; Didi Chuxing