SVO: Fast semi-direct monocular visual odometry

C Forster, M Pizzoli… - 2014 IEEE international …, 2014 - ieeexplore.ieee.org
We propose a semi-direct monocular visual odometry algorithm that is precise, robust, and
faster than current state-of-the-art methods. The semi-direct approach eliminates the need of …

SVO: Semidirect visual odometry for monocular and multicamera systems

C Forster, Z Zhang, M Gassner… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Direct methods for visual odometry (VO) have gained popularity for their capability to exploit
information from all intensity gradients in the image. However, low computational speed as …

Visual odometry [tutorial]

D Scaramuzza, F Fraundorfer - IEEE robotics & automation …, 2011 - ieeexplore.ieee.org
Visual odometry (VO) is the process of estimating the egomotion of an agent (eg, vehicle,
human, and robot) using only the input of a single or multiple cameras attached to it …

Deep learning for visual SLAM in transportation robotics: A review

C Duan, S Junginger, J Huang, K **… - Transportation Safety …, 2019 - academic.oup.com
Abstract Visual SLAM (Simultaneously Localization and Map**) is a solution to achieve
localization and map** of robots simultaneously. Significant achievements have been …

Keyframe-based monocular SLAM: design, survey, and future directions

G Younes, D Asmar, E Shammas, J Zelek - Robotics and Autonomous …, 2017 - Elsevier
Extensive research in the field of monocular SLAM for the past fifteen years has yielded
workable systems that found their way into various applications in robotics and augmented …

Monocular visual odometry based on depth and optical flow using deep learning

X Ban, H Wang, T Chen, Y Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Visual odometry (VO) is one of the essential techniques in mobile robots field; an accurate
VO system is of great significance for mobile robot simultaneous localization and map** …

[PDF][PDF] 14 lectures on visual SLAM: from theory to practice

X Gao, T Zhang, Y Liu, Q Yan - Publishing House of Electronics …, 2017 - docs.gopenske.com
This is a book introducing visual SLAM, and it is probably the first Chinese book solely
focused on this specific topic. So, what is SLAM? SLAM stands for Simultaneous …

[BOOK][B] Introduction to visual SLAM: from theory to practice

X Gao, T Zhang - 2021 - books.google.com
This book offers a systematic and comprehensive introduction to the visual simultaneous
localization and map** (vSLAM) technology, which is a fundamental and essential …

OmniSLAM: Omnidirectional localization and dense map** for wide-baseline multi-camera systems

C Won, H Seok, Z Cui, M Pollefeys… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
In this paper, we present an omnidirectional localization and dense map** system for a
wide-baseline multiview stereo setup with ultra-wide field-of-view (FOV) fisheye cameras …

Deepvo: A deep learning approach for monocular visual odometry

V Mohanty, S Agrawal, S Datta, A Ghosh… - arxiv preprint arxiv …, 2016 - arxiv.org
Deep Learning based techniques have been adopted with precision to solve a lot of
standard computer vision problems, some of which are image classification, object detection …