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Ekta U. Samani

3 accepted papers

2023

F2BEV: Bird's Eye View Generation from Surround-View Fisheye Camera Images for Automated Driving

IROS 2023poster

Bird's Eye View (BEV) representations are tremendously useful for perception-related automated driving tasks. However, generating BEVs from surround-view fisheye camera images is challenging due to the strong distortions introduced by such wide-angle lenses. We take the first step in addressing this…

Cited by 11SourcecodeScholar
2021

Visual Object Recognition in Indoor Environments Using Topologically Persistent Features

RA-L 2021

Object recognition in unseen indoor environments remains a challenging problem for visual perception of mobile robots. In this letter, we propose the use of topologically persistent features, which rely on the objects’ shape information, to address this challenge. In particular, we extract two kinds

Cited by 15SourcecodeScholar
2019

Toward Ergonomic Risk Prediction via Segmentation of Indoor Object Manipulation Actions Using Spatiotemporal Convolutional Networks

RA-L 2019

Automated real-time prediction of the ergonomic risks of manipulating objects is a key unsolved challenge in developing effective human-robot collaboration systems for logistics and manufacturing applications. We present a foundational paradigm to address this challenge by formulating the problem as

Cited by 28SourcecodeScholar