Building Facade Parsing R-CNN. (arXiv:2205.05912v1 [cs.CV])

Building facade parsing, which predicts pixel-level labels for building
facades, has applications in computer vision perception for autonomous vehicle
(AV) driving. However, instead of a frontal view, an on-board camera of an AV
captures a deformed view of the facade of the buildings on both sides of the
road the AV is travelling on, due to the camera perspective. We propose Facade
R-CNN, which includes a transconv module, generalized bounding box detection,
and convex regularization, to perform parsing of deformed …

arxiv building cnn cv parsing r-cnn