Visual odometry with neuromorphic resonator networks
Visual odometry (VO) is a method used to estimate self-motion of a mobile robot using visual sensors. Unlike odometry based on integrating differential measurements that can accumulate errors, such as inertial sensors or wheel encoders, VO is not compromised by drift. However, image-based VO is computationally demanding, limiting its application in use
Renner, Alpha +6 more
openaire +3 more sources
Photometric Calibration for Stereo Camera with Gamma-like Response Function in Direct Visual Odometry. [PDF]
Miao Y, Yamaguchi M.
europepmc +1 more source
Stereo Direct Sparse Visual–Inertial Odometry with Efficient Second-Order Minimization
Visual–inertial odometry (VIO) is the primary supporting technology for autonomous systems, but it faces three major challenges: initialization sensitivity, dynamic illumination, and multi-sensor fusion.
Chenhui Fu, Jiangang Lu
doaj +1 more source
Indoor Localization of Hand-Held OCT Probe Using Visual Odometry and Real-Time Segmentation Using Deep Learning. [PDF]
Qin X +6 more
europepmc +1 more source
A Monocular Visual Odometry Method Based on Virtual-Real Hybrid Map in Low-Texture Outdoor Environment. [PDF]
Xie X, Yang T, Ning Y, Zhang F, Zhang Y.
europepmc +1 more source
IT-SVO: Improved Semi-Direct Monocular Visual Odometry Combined with JS Divergence in Restricted Mobile Devices. [PDF]
Liu C, Zhao J, Sun N, Yang Q, Wang L.
europepmc +1 more source
RoMeO: Robust Metric Visual Odometry
Visual odometry (VO) aims to estimate camera poses from visual inputs -- a fundamental building block for many applications such as VR/AR and robotics. This work focuses on monocular RGB VO where the input is a monocular RGB video without IMU or 3D sensors.
Junda Cheng +6 more
openaire +2 more sources
Visual Odometry Using Pixel Processor Arrays for Unmanned Aerial Systems in GPS Denied Environments. [PDF]
McConville A +8 more
europepmc +1 more source
Implementation of Visual Odometry on Jetson Nano. [PDF]
Krško J +3 more
europepmc +1 more source

