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Subir Kumar Saha

4 accepted papers

2023

Expert-Agnostic Ultrasound Image Quality Assessment using Deep Variational Clustering

ICRA 2023poster

Ultrasound imaging is a commonly used modality for several diagnostic and therapeutic procedures. However, the diagnosis by ultrasound relies heavily on the quality of images assessed manually by sonographers, which diminishes the objectivity of the diagnosis and makes it operator-dependent. The sup…

Cited by 8SourceScholar
2023

Robotic Sonographer: Autonomous Robotic Ultrasound using Domain Expertise in Bayesian Optimization

ICRA 2023poster

Ultrasound is a vital imaging modality utilized for a variety of diagnostic and interventional procedures. However, an expert sonographer is required to make accurate maneuvers of the probe over the human body while making sense of the ultrasound images for diagnostic purposes. This procedure requir…

Cited by 15SourceScholar
2015

Depth-based localization for robotic peg-in-tube assembly

IROS 2015poster

Peg-in-tube assembly stands ahead of a more common benchmark task for industrial assembly, i.e., ‘pegin-hole’. The robot can easily be deceived to detect the actual hole while performing a ‘peg-in-tube’ task as the tube has a surrounding pocket that cannot support the peg. The paper presents a thoro…

Cited by 16SourceScholar