IEEE ICASSP 2022

2022 IEEE International Conference on Acoustics, Speech and Signal Processing

7-13 May 2022
  • Virtual (all paper presentations)
22-27 May 2022
  • Main Venue: Marina Bay Sands Expo & Convention Center, Singapore
27-28 October 2022
  • Satellite Venue: Crowne Plaza Shenzhen Longgang City Centre, Shenzhen, China

ICASSP 2022
MLSP-25: Machine Learning for Earth Sciences and Materials
Tue, 10 May, 21:00 - 21:45 China Time (UTC +8)
Tue, 10 May, 13:00 - 13:45 UTC
Location: Gather Area G
Session Chair: Mihalis Nicolaou, The Cyprus Institute
Track: Machine Learning for Signal Processing

MLSP-25.1: FDSNET: AN ACCURATE REAL-TIME SURFACE DEFECT SEGMENTATION NETWORK
Jian Zhang, Runwei Ding, Miaoju Ban, Tianyu Guo, Key Laboratory of Machine Perception, Peking University, Shenzhen Graduate School, China

MLSP-25.2: PATH SIGNATURES FOR NON-INTRUSIVE LOAD MONITORING
Paul Moore, Theodor-Mihai Iliant, Filip-Alexandru Ion, Terry Lyons, University of Oxford, United Kingdom of Great Britain and Northern Ireland; Yue Wu, University of Strathclyde, United Kingdom of Great Britain and Northern Ireland

MLSP-25.3: DATA-DRIVEN APPROACH FOR THE FLOQUET PROPAGATOR INVERSE PROBLEM SOLUTION
Alexander Hvatov, ITMO University, Russian Federation

MLSP-25.4: CHUNKFUSION: A LEARNING-BASED RGB-D 3D RECONSTRUCTION FRAMEWORK VIA CHUNK-WISE INTEGRATION
Chaozheng Guo, Lin Zhang, Ying Shen, Tongji University, China; Yicong Zhou, University of Macau, China

MLSP-25.5: CLOSING THE SIM-TO-REAL GAP IN GUIDED WAVE DAMAGE DETECTION WITH ADVERSARIAL TRAINING OF VARIATIONAL AUTO-ENCODERS
Ishan Khurjekar, Joel Harley, University of Florida, United States of America

MLSP-25.6: DEEP LEARNING ON THE SPHERE FOR MULTI-MODEL ENSEMBLING OF SIGNIFICANT WAVE HEIGHT
Andrea Littardi, Offshore Monitoring Ltd., Cyprus. The Cyprus Institute, Cyprus, Italy; Anders Hildeman, Chalmers University of Technology, Sweden., Sweden; Mihalis A. Nicolaou, The Cyprus Institute, Cyprus., Cyprus