3 papers
cs.SD2026
INFER : Learning Implicit Neural Frequency Response Fields for Confined Car Cabin
Harshvardhan C. Takawale, Nirupam Roy, Phil Brown
Accurate modeling of spatial acoustics is critical for immersive and intelligible audio in confined, resonant environments such as car cabins. Current tuning methods are manual, ha…
cs.CV2025
SpINRv2: Implicit Neural Representation for Passband FMCW Radars
Harshvardhan Takawale, Nirupam Roy
We present SpINRv2, a neural framework for high-fidelity volumetric reconstruction using Frequency-Modulated Continuous-Wave (FMCW) radar. Extending our prior work (SpINR), this ve…
cs.CV2025
SpINR: Neural Volumetric Reconstruction for FMCW Radars
Harshvardhan Takawale, Nirupam Roy
In this paper, we introduce SpINR, a novel framework for volumetric reconstruction using Frequency-Modulated Continuous-Wave (FMCW) radar data. Traditional radar imaging techniques…