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Ganesh Sistu

3 accepted papers

2021

Learning Panoptic Segmentation from Instance Contours

ICRA 2021poster

Panoptic Segmentation aims to provide an understanding of background (stuff) and instances of objects (things) at a pixel level. It combines the separate tasks of semantic segmentation (pixel level classification) and instance segmentation to build a single unified scene understanding task. Typicall…

Cited by 12SourcecodeScholar
2021

OmniDet: Surround View Cameras Based Multi-Task Visual Perception Network for Autonomous Driving

RA-L 2021

Surround View fisheye cameras are commonly deployed in automated driving for 360 <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">°</sup> near-field sensing around the vehicle. This work presents a multi-task visual perception network on unrectified fish

Cited by 111SourcecodeScholar
2019

WoodScape: A Multi-Task, Multi-Camera Fisheye Dataset for Autonomous Driving

ICCV 2019oral

Fisheye cameras are commonly employed for obtaining a large field of view in surveillance, augmented reality and in particular automotive applications. In spite of their prevalence, there are few public datasets for detailed evaluation of computer vision algorithms on fisheye images. We release the…

Cited by 350PDFcodeScholar