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Computer vision for autonomous vehicles: Problems, datasets and state of the art
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 …
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 …
research area in the photogrammetry, computer vision, and computer graphics communities …
Pixel2mesh++: Multi-view 3d mesh generation via deformation
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 …
images with known camera poses. While many previous works learn to hallucinate the …
An improved LOD specification for 3D building models
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 …
differentiate multi-scale representations of semantic 3D city models. The concept is in …
Density-preserving deep point cloud compression
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 …
overlooked by existing point cloud compression methods. To address this, we propose a …
A survey of urban reconstruction
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 …
considerable body of literature, this topic is still under active research. The work reviewed in …
Jigsaw: Indoor floor plan reconstruction via mobile crowdsensing
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 …
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 …
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
Piecewise planar models for stereo have recently become popular for modeling indoor and
urban outdoor scenes. The strong planarity assumption overcomes the challenges …
urban outdoor scenes. The strong planarity assumption overcomes the challenges …
Smartboxes for interactive urban reconstruction
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 …
model directly over a 3D point cloud acquired from large-scale scanning of an urban scene …