no code implementations • 11 Mar 2024 • Abhishek Hanchate, Himanshu Balhara, Vishal S. Chindepalli, Satish T. S. Bukkapatnam
We present HiRA-Pro, a novel procedure to align, at high spatio-temporal resolutions, multimodal signals from real-world processes and systems that exhibit diverse transient, nonlinear stochastic dynamics, such as manufacturing machines.
no code implementations • 25 Nov 2023 • Tapan Ganatma Nakkina, Adithyaa Karthikeyan, Yuhao Zhong, Ceyhun Eksin, Satish T. S. Bukkapatnam
This paper introduces an approach based on graph Fourier analysis to automatically identify defective images, as well as crucial graph Fourier coefficients that inform the defects in images amidst highly textured backgrounds.
no code implementations • 20 Nov 2018 • Kahkashan Afrin, Parikshit Verma, Sanjay S. Srivatsa, Satish T. S. Bukkapatnam
This work is perhaps the first successful attempt to synthesize clinically equivalent synchronous 12-lead ECG from single-lead ECG.
no code implementations • 24 Mar 2018 • Kahkashan Afrin, Gurudev Illangovan, Sanjay S. Srivatsa, Satish T. S. Bukkapatnam
Accuracies of survival models for life expectancy prediction as well as critical-care applications are significantly compromised due to the sparsity of samples and extreme imbalance between the survival (usually, the majority) and mortality class sizes.