Multi-stage localization given topological map for autonomous robots

A Mohammed, M Salem - 2012 Seventh International …, 2012 - ieeexplore.ieee.org
Vision-based place recognition is of a particular importance for autonomous systems that
aim to navigate intelligently in a human-inhabited environment. Given a topological map of …

Learning representative features for robot topological localization

ZS Zhao, X Feng, F Wei, YY Lin, YB Li… - International …, 2013 - journals.sagepub.com
This paper proposes a new method for mobile robots to recognize places with the use of a
single camera and natural landmarks. In the learning stage, the robot is manually guided …

Entropy-based features for robust place recognition

S Rady, A Wagner, E Badreddin - 2008 IEEE International …, 2008 - ieeexplore.ieee.org
In this paper, an appearance-based modeling of the environment is presented for the sake
of mobile robot localization. The model allows perception and recognition within a …

Indoor place recognition system for localization of mobile robots

R Sahdev, JK Tsotsos - … on computer and robot vision (CRV), 2016 - ieeexplore.ieee.org
In this paper we present a method for robots to do visual place recognition and
categorization. The robot learns from experience and then recognizes previously observed …

SVM-based discriminative accumulation scheme for place recognition

A Pronobis, OM Mozos, B Caputo - 2008 IEEE International …, 2008 - ieeexplore.ieee.org
Integrating information coming from different sensors is a fundamental capability for
autonomous robots. For complex tasks like topological localization, it would be desirable to …

Speedup Robust Features based unsupervised place recognition for assistive mobile robot

B Karasfi, TS Hong, A Jalalian… - … Conference on Pattern …, 2011 - ieeexplore.ieee.org
Vision Based qualitative localization or in the other word place recognition is an important
perceptual problem at the center of several fundamental robot procedures. Place recognition …

Recognition-based indoor topological navigation using robust invariant features

Z Lin, S Kim, IS Kweon - 2005 IEEE/RSJ International …, 2005 - ieeexplore.ieee.org
In this paper, we present a recognition-based autonomous navigation system for mobile
robots. The system is based on our previously proposed robust invariant feature (RIF) …

Unsupervised place recognition for assistive mobile robots based on local feature descriptions

B Karasfi, SH Tang, K Samsudin… - Proceedings of the …, 2011 - journals.sagepub.com
Place recognition is an important perceptual robotic problem, especially in the navigation
process. Previous place-recognition approaches have been used for solving 'global …

Towards robust place recognition for robot localization

MM Ullah, A Pronobis, B Caputo, J Luo… - … on Robotics and …, 2008 - ieeexplore.ieee.org
Localization and context interpretation are two key competences for mobile robot systems.
Visual place recognition, as opposed to purely geometrical models, holds promise of higher …

Scene recognition with omnidirectional vision for topological map using lightweight adaptive descriptors

M Liu, D Scaramuzza, C Pradalier… - 2009 IEEE/RSJ …, 2009 - ieeexplore.ieee.org
Mobile robots rely on their ability of scene recognition to build a topological map of the
environment and perform location-related tasks. In this paper, we describe a novel …