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Manuel Lopez-Antequera

2 accepted papers

2020

Mapillary Street-Level Sequences: A Dataset for Lifelong Place Recognition

CVPR 2020oral

Lifelong place recognition is an essential and challenging task in computer vision with vast applications in robust localization and efficient large-scale 3D reconstruction. Progress is currently hindered by a lack of large, diverse, publicly available datasets. We contribute with Mapillary Street-L…

Cited by 259PDFScholar
2019

Disentangling Monocular 3D Object Detection

ICCV 2019poster

In this paper we propose an approach for monocular 3D object detection from a single RGB image, which leverages a novel disentangling transformation for 2D and 3D detection losses and a novel, self-supervised confidence score for 3D bounding boxes. Our proposed loss disentanglement has the twofold a…

Cited by 628PDFcodeScholar