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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 85Source ↗Scholar ↗
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 50Source ↗Scholar ↗