Height Estimation from a Single Camera View
نویسندگان
چکیده
This paper presents a novel technique for the estimation of the height of an object using a single camera view. In the proposed method, the only information required is the knowledge about the pose of the camera with respect to the world (i.e., height and pitch angle of the camera with respect to the ground) and a vanishing point. In the developed theory, the focal length may also be known, but in the proposed experiments it has not been employed: an approximation for small pitch angles has been taken into account and the consequent committed error has been then analysed. The presented method gives accurate results for any object placed in unstructured environments, regardless of the relative distance from the camera. The method has been tested in a series of outdoor and indoor environments, and the experimental results are presented in this paper.
منابع مشابه
Measurement of Human Stature from Surveillance Camera Based on Projective Geometry
In this paper, we propose a novel measurement method of human stature by single view surveillance camera with minimum and sufficient effort of camera calibration. In this method, we calibrate the camera only towards the vertical direction to the ground by using multiple poles with known length which are placed at the arbitrary positions. Even though the horizontal positions of the poles are unk...
متن کاملAutomatic Generation of Building Models Using 2D Maps and Street View Images
We introduce a new approach for generating simple 3D building models by combining building footprints from 2D maps with street level images. The approach works with crowd sourced maps such as the OpenStreetMap and street level images acquired by a calibrated camera mounted on a moving vehicle. Buildings are modeled as boxes extruded from building footprints with the height information estimated...
متن کاملCamera Pose Estimation by Alignment from a Single Mountain Image
We present an alignment-based method for recovering camera position and orientation parameters from a single mountain image and digital elevation map. Camera pose estimation is achieved even without any initial position or orientation parameter estimate and requires only that the camera height above ground be known beforehand. It is also robust to partial occlusion. Using mountain peaks as feat...
متن کاملBall Trajectory Estimation and Robot Control to Reach the Ball Using Single Camera
In robotics research, catching a projectile object with a robotic system is one of the challenging problems. The outcome of these researches can be used in a wide range of applications such as video surveillance systems, analysis of sports videos, monitoring programs for human activities, and human-machine interactions. In this paper, we propose a new vision-based algorithm to estimate the traj...
متن کاملThree-stage inversion improvement for forest height estimation using dual-PolInSAR data
This paper addresses an algorithm for forest height estimation using single frequency single baseline dual polarization radar interferometry data. The proposed method is based on a physical two layer volume over ground model and is represented using polarimetric synthetic aperture radar interferometry (PolInSAR) technique. The presented algorithm provides the opportunity to take advantages of t...
متن کامل