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 …

A toolbox for easily calibrating omnidirectional cameras

D Scaramuzza, A Martinelli… - 2006 IEEE/RSJ …, 2006 - ieeexplore.ieee.org
In this paper, we present a novel technique for calibrating central omnidirectional cameras.
The proposed procedure is very fast and completely automatic, as the user is only asked to …

A flexible technique for accurate omnidirectional camera calibration and structure from motion

D Scaramuzza, A Martinelli… - Fourth IEEE International …, 2006 - ieeexplore.ieee.org
In this paper, we present a flexible new technique for single viewpoint omnidirectional
camera calibration. The proposed method only requires the camera to observe a planar …

Camera models and fundamental concepts used in geometric computer vision

P Sturm, S Ramalingam, JP Tardif… - … and Trends® in …, 2011 - nowpublishers.com
This survey is mainly motivated by the increased availability and use of panoramic image
acquisition devices, in computer vision and various of its applications. Different technologies …

Corneal imaging revisited: An overview of corneal reflection analysis and applications

C Nitschke, A Nakazawa, H Takemura - IPSJ Transactions on …, 2013 - jstage.jst.go.jp
The cornea of the human eye acts as a mirror that reflects light from a person's environment.
These corneal reflections can be extracted from an image of the eye by modeling the eye …

Image-based visual servoing for nonholonomic mobile robots using epipolar geometry

GL Mariottini, G Oriolo… - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
We present an image-based visual servoing strategy for driving a nonholonomic mobile
robot equipped with a pinhole camera toward a desired configuration. The proposed …

Geometric properties of central catadioptric line images and their application in calibration

JP Barreto, H Araujo - IEEE Transactions on Pattern Analysis …, 2005 - ieeexplore.ieee.org
In central catadioptric systems lines in a scene are projected to conic curves in the image.
This work studies the geometry of the central catadioptric projection of lines and its use in …

Structure from motion with wide circular field of view cameras

B Micusik, T Pajdla - IEEE Transactions on Pattern Analysis …, 2006 - ieeexplore.ieee.org
This paper presents a method for fully automatic and robust estimation of two-view
geometry, autocalibration, and 3D metric reconstruction from point correspondences in …

Estimation of omnidirectional camera model from epipolar geometry

B Micusik, T Pajdla - 2003 IEEE Computer Society Conference …, 2003 - ieeexplore.ieee.org
We generalize the method of simultaneous linear estimation of multiple view geometry and
lens distortion, introduced by Fitzgibbon at CVPR 2001, to an omnidirectional (angle of view …

Vision-based navigation of unmanned aerial vehicles

J Courbon, Y Mezouar, N Guénard… - Control engineering …, 2010 - Elsevier
This paper presents a vision-based navigation strategy for a vertical take-off and landing
(VTOL) unmanned aerial vehicle (UAV) using a single embedded camera observing natural …