Sound Classification and Localization Based on Biology Hearing Models and Multiscale Vector Quantization
MARYLAND UNIV COLLEGE PARK CENTER FOR AUDITORY AND ACOUSTICS RESEARCH
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Acoustic Vehicle Classification Objectives and Challenges 1. Develop systematic methodologies and algorithms not ad hoc 2. Robust Target ID with respect to environment, terrain, speed 3. Algorithms for combined DOA localization and target ID 4. Localization assisted ID 5. ID assisted localization 6. Multi-target detection, ID and DOA separation of closely spaced targets 7. Robust feature extraction from auditory models dynamic DOA and ID 8. Algorithm evaluation in the field and comparison against conventional algorithms for detection, DOA and ID.
- Anatomy and Physiology
- Numerical Mathematics
- Computer Programming and Software
- Miscellaneous Detection and Detectors