Search Results - "Li, Haoang"
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1
Combining points and lines for camera pose estimation and optimization in monocular visual odometry
Published in 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01-09-2017)“…In this paper, we propose a unified model for camera pose estimation and a novel strategy for pose optimization by combining points and lines in monocular…”
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Conference Proceeding -
2
LPD-Net: 3D Point Cloud Learning for Large-Scale Place Recognition and Environment Analysis
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01-10-2019)“…Point cloud based place recognition is still an open issue due to the difficulty in extracting local features from the raw 3D point cloud and generating the…”
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Conference Proceeding -
3
Efficient and Robust Point Cloud Registration via Heuristics-Guided Parameter Search
Published in IEEE transactions on pattern analysis and machine intelligence (01-10-2024)“…Estimating the rigid transformation with 6 degrees of freedom based on a putative 3D correspondence set is a crucial procedure in point cloud registration…”
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Journal Article -
4
Integrated Task Allocation and Path Coordination for Large-Scale Robot Networks With Uncertainties
Published in IEEE transactions on automation science and engineering (01-10-2022)“…Artificial intelligence-enhanced autonomous unmanned systems, such as large-scale autonomous robot networks, are widely used in logistic and industrial…”
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Journal Article -
5
Quasi-Globally Optimal and Real-Time Visual Compass in Manhattan Structured Environments
Published in IEEE robotics and automation letters (01-04-2022)“…We present a drift-free visual compass for estimating the three degrees of freedom (DoF) rotational motion of a camera by recognizing structural regularities…”
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Journal Article -
6
Hong Kong World: Leveraging Structural Regularity for Line-based SLAM
Published in IEEE transactions on pattern analysis and machine intelligence (01-11-2023)“…Manhattan and Atlanta worlds hold for the structured scenes with only vertical and horizontal dominant directions (DDs). To describe the scenes with additional…”
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Journal Article -
7
Leveraging Geometric and Semantic Information for Visual Simultaneous Localization and Mapping
Published 01-01-2022“…Simultaneous localization and mapping (SLAM) is a crucial technology for robot navigation, 3Dreconstruction, and virtual/augmented reality. While it has been…”
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Dissertation -
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Quasi-Globally Optimal and Near/True Real-Time Vanishing Point Estimation in Manhattan World
Published in IEEE transactions on pattern analysis and machine intelligence (01-03-2022)“…Image lines projected from parallel 3D lines intersect at a common point called the vanishing point (VP). Manhattan world holds for the scenes with three…”
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Journal Article -
9
Task-Space Trajectory Tracking Control for Coordinated Manipulation Using Sampled Coupling Data
Published in IEEE robotics and automation letters (01-10-2021)“…This letter studies the task-space synchronization control problem of networked manipulators which are commanded to track the desired task-space trajectories…”
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Journal Article -
10
Optimal seamline detection in dynamic scenes via graph cuts for image mosaicking
Published in Machine vision and applications (01-11-2017)“…In this paper, we present a novel method for creating a seamless mosaic from a set of geometrically aligned images captured from the scene with dynamic objects…”
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Journal Article -
11
Deterministic Point Cloud Registration via Novel Transformation Decomposition
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01-06-2022)“…Given a set of putative 3D-3D point correspondences, we aim to remove outliers and estimate rigid transformation with 6 degrees of freedom (DOF)…”
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Conference Proceeding -
12
Robust Estimation of Absolute Camera Pose via Intersection Constraint and Flow Consensus
Published in IEEE transactions on image processing (01-01-2020)“…Estimating the absolute camera pose requires 3D-to-2D correspondences of points and/or lines. However, in practice, these correspondences are inevitably…”
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Journal Article -
13
End-to-End 3D Point Cloud Learning for Registration Task Using Virtual Correspondences
Published in 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (24-10-2020)“…3D Point cloud registration is still a very challenging topic due to the difficulty in finding the rigid transformation between two point clouds with partial…”
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Conference Proceeding -
14
Deep Learning-Based Localization and Perception Systems: Approaches for Autonomous Cargo Transportation Vehicles in Large-Scale, Semiclosed Environments
Published in IEEE robotics & automation magazine (01-06-2020)“…Vehicles capable of delivering heavy cargoes are a major means for the promotion of social productivity and are widely applied in industry. Even though…”
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Journal Article -
15
Learning Accurate 3D Shape Based on Stereo Polarimetric Imaging
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01-06-2023)“…Shape from Polarization (SfP) aims to recover surface normal using the polarization cues of light. The accuracy of existing SfP methods is affected by two main…”
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Conference Proceeding -
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Learning Icosahedral Spherical Probability Map Based on Bingham Mixture Model for Vanishing Point Estimation
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01-10-2021)“…Existing vanishing point (VP) estimation methods rely on pre-extracted image lines and/or prior knowledge of the number of VPs. However, in practice, this…”
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Conference Proceeding -
17
Quasi-Globally Optimal and Efficient Vanishing Point Estimation in Manhattan World
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01-10-2019)“…The image lines projected from parallel 3D lines intersect at a common point called the vanishing point (VP). Manhattan world holds for the scenes with three…”
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Conference Proceeding -
18
CUHK-AHU Dataset: Promoting Practical Self-Driving Applications in the Complex Airport Logistics, Hill and Urban Environments
Published in 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (24-10-2020)“…This paper presents a novel dataset targeting three types of challenging environments for autonomous driving, i.e., the industrial logistics environment, the…”
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Conference Proceeding -
19
Learning to Identify Correct 2D-2D Line Correspondences on Sphere
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01-06-2021)“…Given a set of putative 2D-2D line correspondences, we aim to identify correct matches. Existing methods exploit the geometric constraints. They are only…”
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Conference Proceeding -
20
Line-based Absolute and Relative Camera Pose Estimation in Structured Environments
Published in 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01-11-2019)“…3D lines in structured environments encode particular regularity like parallelism and orthogonality. We leverage this structural regularity to estimate the…”
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Conference Proceeding