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[HTML][HTML] An overview of autonomous vehicles sensors and their vulnerability to weather conditions
Autonomous vehicles (AVs) rely on various types of sensor technologies to perceive the
environment and to make logical decisions based on the gathered information similar to …
environment and to make logical decisions based on the gathered information similar to …
A comprehensive review on 3D object detection and 6D pose estimation with deep learning
Nowadays, computer vision with 3D (dimension) object detection and 6D (degree of
freedom) pose assumptions are widely discussed and studied in the field. In the 3D object …
freedom) pose assumptions are widely discussed and studied in the field. In the 3D object …
PoseRBPF: A Rao–Blackwellized particle filter for 6-D object pose tracking
Tracking 6-D poses of objects from videos provides rich information to a robot in performing
different tasks such as manipulation and navigation. In this article, we formulate the 6-D …
different tasks such as manipulation and navigation. In this article, we formulate the 6-D …
Deep model-based 6d pose refinement in rgb
We present a novel approach for model-based 6D pose refinement in color data. Building on
the established idea of contour-based pose tracking, we teach a deep neural network to …
the established idea of contour-based pose tracking, we teach a deep neural network to …
[LIVRO][B] Computer vision–ECCV 2016: 14th European conference, Amsterdam, The Netherlands, October 11–14, 2016, proceedings, Part IV
The eight-volume set comprising LNCS volumes 9905-9912 constitutes the refereed
proceedings of the 14th European Conference on Computer Vision, ECCV 2016, held in …
proceedings of the 14th European Conference on Computer Vision, ECCV 2016, held in …
Iterative corresponding geometry: Fusing region and depth for highly efficient 3d tracking of textureless objects
Tracking objects in 3D space and predicting their 6DoF pose is an essential task in
computer vision. State-of-the-art approaches often rely on object texture to tackle this …
computer vision. State-of-the-art approaches often rely on object texture to tackle this …
Real-time monocular pose estimation of 3D objects using temporally consistent local color histograms
We present a novel approach to 6DOF pose estimation and segmentation of rigid 3D objects
using a single monocular RGB camera based on temporally consistent, local color …
using a single monocular RGB camera based on temporally consistent, local color …
A region-based gauss-newton approach to real-time monocular multiple object tracking
We propose an algorithm for real-time 6DOF pose tracking of rigid 3D objects using a
monocular RGB camera. The key idea is to derive a region-based cost function using …
monocular RGB camera. The key idea is to derive a region-based cost function using …
SRT3D: A sparse region-based 3D object tracking approach for the real world
Region-based methods have become increasingly popular for model-based, monocular 3D
tracking of texture-less objects in cluttered scenes. However, while they achieve state-of-the …
tracking of texture-less objects in cluttered scenes. However, while they achieve state-of-the …
HFF6D: Hierarchical feature fusion network for robust 6D object pose tracking
J Liu, W Sun, C Liu, X Zhang, S Fan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Tracking the 6-degree-of-freedom (6D) object pose in video sequences is gaining attention
because it has a wide application in multimedia and robotic manipulation. However, current …
because it has a wide application in multimedia and robotic manipulation. However, current …