Search Results for author: Satish T. S. Bukkapatnam

Found 4 papers, 0 papers with code

Process signature-driven high spatio-temporal resolution alignment of multimodal data

no code implementations11 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.

Learning graph-Fourier spectra of textured surface images for defect localization

no code implementations25 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.

Simultaneous 12-Lead Electrocardiogram Synthesis using a Single-Lead ECG Signal: Application to Handheld ECG Devices

no code implementations20 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.

Balanced Random Survival Forests for Extremely Unbalanced, Right Censored Data

no code implementations24 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.

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