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Nishanth Koganti

2 accepted papers

2022

Realism Assessment for Synthetic Images in Robot Vision through Performance Characterization

IROS 2022poster

Synthetic image generation plays a crucial role in the development of robot vision algorithms, circumventing manual data collection. However, the realism of synthetic images could affect the performance of the algorithms when applied in real-world settings. In this study, we propose a framework to q…

Cited by 0SourceScholar
2015

Cloth dynamics modeling in latent spaces and its application to robotic clothing assistance

IROS 2015poster

Real-time estimation of human-cloth relationship is crucial for efficient learning of motor skills in robotic clothing assistance. However, cloth state estimation using a depth sensor is a challenging problem with inherent ambiguity. To address this problem, we propose the offline learning of a clot…

Cited by 27SourceScholar