Monocular visual traffic surveillance: A review
To facilitate the monitoring and management of modern transportation systems, monocular
visual traffic surveillance systems have been widely adopted for speed measurement …
visual traffic surveillance systems have been widely adopted for speed measurement …
Boxcars: Improving fine-grained recognition of vehicles using 3-d bounding boxes in traffic surveillance
In this paper, we focus on fine-grained recognition of vehicles mainly in traffic surveillance
applications. We propose an approach that is orthogonal to recent advancements in fine …
applications. We propose an approach that is orthogonal to recent advancements in fine …
Traffic surveillance camera calibration by 3d model bounding box alignment for accurate vehicle speed measurement
In this paper, we focus on fully automatic traffic surveillance camera calibration, which we
use for speed measurement of passing vehicles. We improve over a recent state-of-the-art …
use for speed measurement of passing vehicles. We improve over a recent state-of-the-art …
Exploring intermediate representation for monocular vehicle pose estimation
We present a new learning-based framework to recover vehicle pose in SO (3) from a single
RGB image. In contrast to previous works that map local appearance to observation angles …
RGB image. In contrast to previous works that map local appearance to observation angles …
Carom-vehicle localization and traffic scene reconstruction from monocular cameras on road infrastructures
Traffic monitoring cameras are powerful tools for traffic management and essential
components of intelligent road infrastructure systems. In this paper, we present a vehicle …
components of intelligent road infrastructure systems. In this paper, we present a vehicle …
Automatic camera calibration by landmarks on rigid objects
This article presents a new method for automatic calibration of surveillance cameras. We are
dealing with traffic surveillance, and therefore, the camera is calibrated by observing …
dealing with traffic surveillance, and therefore, the camera is calibrated by observing …
Robust automatic monocular vehicle speed estimation for traffic surveillance
J Revaud, M Humenberger - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
Even though CCTV cameras are widely deployed for traffic surveillance and have therefore
the potential of becoming cheap automated sensors for traffic speed analysis, their large …
the potential of becoming cheap automated sensors for traffic speed analysis, their large …
Improving multi-class Boosting-based object detection
JM Buenaposada, L Baumela - Integrated Computer-Aided …, 2021 - content.iospress.com
In recent years we have witnessed significant progress in the performance of object
detection in images. This advance stems from the use of rich discriminative features …
detection in images. This advance stems from the use of rich discriminative features …
Planecalib: Automatic camera calibration by multiple observations of rigid objects on plane
In this work, we propose a novel method for automatic camera calibration, mainly for
surveillance cameras. The calibration consists in observing objects on the ground plane of …
surveillance cameras. The calibration consists in observing objects on the ground plane of …
Simple baseline for vehicle pose estimation: Experimental validation
HC Sánchez, AH Martínez, RI Gonzalo, NH Parra… - IEEE …, 2020 - ieeexplore.ieee.org
Significant progress on human and vehicle pose estimation has been achieved in recent
years. The performance of these methods has evolved from poor to remarkable in just a …
years. The performance of these methods has evolved from poor to remarkable in just a …