Computer vision for autonomous vehicles: Problems, datasets and state of the art

J Janai, F Güney, A Behl, A Geiger - Foundations and trends® …, 2020 - nowpublishers.com
Recent years have witnessed enormous progress in AI-related fields such as computer
vision, machine learning, and autonomous vehicles. As with any rapidly growing field, it …

3D building modeling using images and LiDAR: A review

R Wang - International Journal of Image and Data Fusion, 2013 - Taylor & Francis
3D modeling from images and LiDAR (Light Detection And Ranging) has been an active
research area in the photogrammetry, computer vision, and computer graphics communities …

Pixel2mesh++: Multi-view 3d mesh generation via deformation

C Wen, Y Zhang, Z Li, Y Fu - Proceedings of the IEEE/CVF …, 2019 - openaccess.thecvf.com
We study the problem of shape generation in 3D mesh representation from a few color
images with known camera poses. While many previous works learn to hallucinate the …

An improved LOD specification for 3D building models

F Biljecki, H Ledoux, J Stoter - Computers, environment and urban systems, 2016 - Elsevier
The level of detail (LOD) concept of the OGC standard CityGML 2.0 is intended to
differentiate multi-scale representations of semantic 3D city models. The concept is in …

Density-preserving deep point cloud compression

Y He, X Ren, D Tang, Y Zhang… - Proceedings of the …, 2022 - openaccess.thecvf.com
Local density of point clouds is crucial for representing local details, but has been
overlooked by existing point cloud compression methods. To address this, we propose a …

A survey of urban reconstruction

P Musialski, P Wonka, DG Aliaga… - Computer graphics …, 2013 - Wiley Online Library
This paper provides a comprehensive overview of urban reconstruction. While there exists a
considerable body of literature, this topic is still under active research. The work reviewed in …

Jigsaw: Indoor floor plan reconstruction via mobile crowdsensing

R Gao, M Zhao, T Ye, F Ye, Y Wang, K Bian… - Proceedings of the 20th …, 2014 - dl.acm.org
The lack of floor plans is a critical reason behind the current sporadic availability of indoor
localization service. Service providers have to go through effort-intensive and time …

Reconstructing the world's museums

J **ao, Y Furukawa - International journal of computer vision, 2014 - Springer
Virtual exploration tools for large indoor environments (eg museums) have so far been
limited to either blueprint-style 2D maps that lack photo-realistic views of scenes, or ground …

Piecewise planar and non-planar stereo for urban scene reconstruction

D Gallup, JM Frahm, M Pollefeys - 2010 IEEE computer society …, 2010 - ieeexplore.ieee.org
Piecewise planar models for stereo have recently become popular for modeling indoor and
urban outdoor scenes. The strong planarity assumption overcomes the challenges …

Smartboxes for interactive urban reconstruction

L Nan, A Sharf, H Zhang, D Cohen-Or… - ACM Siggraph 2010 …, 2010 - dl.acm.org
We introduce an interactive tool which enables a user to quickly assemble an architectural
model directly over a 3D point cloud acquired from large-scale scanning of an urban scene …