SAM-L4: Learning Models and Methods for Multi-sensor Systems |
| Session Type: Lecture |
| Time: Thursday, 7 May, 11:30 - 13:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Wolfgang Utschick, TU Muenchen |
| SAM-L4.1: 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 |
| SAM-L4.2: 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 |
| SAM-L4.3: 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 |
| SAM-L4.4: 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 |
| SAM-L4.5: 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. |
| SAM-L4.6: 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 |