← Search

Falak Chhaya

2 accepted papers

2017

Reconstructing vehicles from a single image: Shape priors for road scene understanding

ICRA 2017poster

We present an approach for reconstructing vehicles from a single (RGB) image, in the context of autonomous driving. Though the problem appears to be ill-posed, we demonstrate that prior knowledge about how 3D shapes of vehicles project to an image can be used to reason about the reverse process, i.e…

Cited by 85SourceScholar
2016

Monocular reconstruction of vehicles: Combining SLAM with shape priors

ICRA 2016

Reasoning about objects in images and videos using 3D representations is re-emerging as a popular paradigm in computer vision. Specifically, in the context of scene understanding for roads, 3D vehicle detection and tracking from monocular videos still needs a lot of attention to enable practical app

Cited by 50SourceScholar