Search Results - "Miraldo, Pedro"
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Efficient and robust Pedestrian Detection using Deep Learning for Human-Aware Navigation
Published in Robotics and autonomous systems (01-03-2019)“…This paper addresses the problem of Human-Aware Navigation (HAN), using multi camera sensors to implement a vision-based person tracking system. The main…”
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On the Generalized Essential Matrix Correction: An Efficient Solution to the Problem and Its Applications
Published in Journal of mathematical imaging and vision (01-10-2020)“…This paper addresses the problem of finding the closest generalized essential matrix from a given 6 × 6 matrix, with respect to the Frobenius norm. To the best…”
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Competitions for Benchmarking: Task and Functionality Scoring Complete Performance Assessment
Published in IEEE robotics & automation magazine (01-09-2015)“…Scientific experiments and robotic competitions share some common traits that can put the debate about developing better experimental methodologies and…”
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4
Fast Model Predictive Image-Based Visual Servoing for Quadrotors
Published in 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (24-10-2020)“…This paper studies the problem of Image-Based Visual Servo Control (IBVS) for quadrotors. Although the control of quadrotors has been extensively studied in…”
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Conference Proceeding -
5
Minimal Solvers for Mini-Loop Closures in 3D Multi-Scan Alignment
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01-06-2019)“…3D scan registration is a classical, yet a highly useful problem in the context of 3D sensors such as Kinect and Velodyne. While there are several existing…”
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Conference Proceeding -
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A Framework for Depth Estimation and Relative Localization of Ground Robots using Computer Vision
Published in 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01-11-2019)“…The 3D depth estimation and relative pose estimation problem within a decentralized architecture is a challenging problem that arises in missions that require…”
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Conference Proceeding -
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Fast and Accurate 3D Registration from Line Intersection Constraints
Published in International journal of computer vision (01-08-2023)“…3D Registration is a fundamental part of several robotics and automation tasks. While classical methods predominantly exploit constraints from points or plane…”
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OmniDRL: Robust Pedestrian Detection using Deep Reinforcement Learning on Omnidirectional Cameras
Published in 2019 International Conference on Robotics and Automation (ICRA) (01-05-2019)“…Pedestrian detection is one of the most explored topics in computer vision and robotics. The use of deep learning methods allowed the development of new and…”
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Conference Proceeding -
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POSEAMM: A Unified Framework for Solving Pose Problems using an Alternating Minimization Method
Published in 2019 International Conference on Robotics and Automation (ICRA) (01-05-2019)“…Pose estimation is one of the most important problems in computer vision. It can be divided in two different categories - absolute and relative - and may…”
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Conference Proceeding -
10
Active Estimation of 3D Lines in Spherical Coordinates
Published in 2019 American Control Conference (ACC) (01-07-2019)“…Straight lines are common features in human made environments, which makes them a frequently explored feature for control applications. Many control schemes,…”
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Conference Proceeding -
11
Generalized essential matrix: Properties of the singular value decomposition
Published in Image and vision computing (01-02-2015)“…When considering non-central imaging devices, the computation of the relative pose requires the estimation of the rotation and translation that transform the…”
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12
Solving the discrete Euler–Arnold equations for the generalized rigid body motion
Published in Journal of computational and applied mathematics (01-03-2022)“…We propose three iterative methods for solving the Moser–Veselov equation, which arises in the discretization of the Euler–Arnold differential equations…”
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13
Pose Estimation for Non-Central Cameras Using Planes
Published in Journal of intelligent & robotic systems (01-12-2015)“…In this paper we study pose estimation for general non-central cameras, using planar targets. The method proposed uses non-minimal data. Using the homography…”
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14
3DRegNet: A Deep Neural Network for 3D Point Registration
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01-06-2020)“…We present 3DRegNet, a novel deep learning architecture for the registration of 3D scans. Given a set of 3D point correspondences, we build a deep neural…”
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Conference Proceeding -
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Active Depth Estimation: Stability Analysis and its Applications
Published in 2020 IEEE International Conference on Robotics and Automation (ICRA) (01-05-2020)“…Recovering the 3D structure of the surrounding environment is an essential task in any vision-controlled Structure-from-Motion (SfM) scheme. This paper focuses…”
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Conference Proceeding -
16
Direct Solution to the Minimal Generalized Pose
Published in IEEE transactions on cybernetics (01-03-2015)“…Pose estimation is a relevant problem for imaging systems whose applications range from augmented reality to robotics. In this paper we propose a novel…”
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17
Calibration of Smooth Camera Models
Published in IEEE transactions on pattern analysis and machine intelligence (01-09-2013)“…Generic imaging models can be used to represent any camera. Current generic models are discrete and define a mapping between each pixel in the image and a…”
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18
Multi-Agent Formation Control Using Epipolar Constraints
Published in IEEE robotics and automation letters (01-12-2024)“…Formation control of multi-agent systems has profound applications in today's technological scene, ranging from satellite constellations, collaborative load…”
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Minimal Solvers for 3D Scan Alignment With Pairs of Intersecting Lines
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01-06-2020)“…We explore the possibility of using line intersection constraints for 3D scan registration. Typical 3D registration algorithms exploit point and plane…”
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Conference Proceeding -
20
On Incremental Structure from Motion Using Lines
Published in IEEE transactions on robotics (01-02-2022)“…Humans tend to build environments with structure, which consists of mainly planar surfaces. From the intersection of planar surfaces arise straight lines…”
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