most citedA-MuSIC: An Adaptive Ensemble System For Visual Place Recognition In Changing Environments

1 citations · 1 across the 7 of their papers we have counts for

collaborators

7 papers

cs.CV2024

Multi-Technique Sequential Information Consistency For Dynamic Visual Place Recognition In Changing Environments

Bruno Arcanjo, Bruno Ferrarini, Michael Milford +2

Visual place recognition (VPR) is an essential component of robot navigation and localization systems that allows them to identify a place using only image data. VPR is challenging…

cs.CV2023

Visual Place Recognition with Low-Resolution Images

Mihnea-Alexandru Tomita, Bruno Ferrarini, Michael Milford +2

Images incorporate a wealth of information from a robot's surroundings. With the widespread availability of compact cameras, visual information has become increasingly popular for…

cs.CV2023

An Evaluation and Ranking of Different Voting Schemes for Improved Visual Place Recognition

Maria Waheed, Michael Milford, Xiaojun Zhai +2

Visual Place Recognition has recently seen a surge of endeavours utilizing different ensemble approaches to improve VPR performance. Ideas like multi-process fusion or switching in…

cs.CV2023

Patch-DrosoNet: Classifying Image Partitions With Fly-Inspired Models For Lightweight Visual Place Recognition

Bruno Arcanjo, Bruno Ferrarini, Michael Milford +2

Visual place recognition (VPR) enables autonomous systems to localize themselves within an environment using image information. While Convolution Neural Networks (CNNs) currently d…

cs.CV20231 cited

A-MuSIC: An Adaptive Ensemble System For Visual Place Recognition In Changing Environments

Bruno Arcanjo, Bruno Ferrarini, Michael Milford +2

Visual place recognition (VPR) is an essential component of robot navigation and localization systems that allows them to identify a place using only image data. VPR is challenging…

cs.CV2023

A Complementarity-Based Switch-Fuse System for Improved Visual Place Recognition

Maria Waheed, Sania Waheed, Michael Milford +2

Recently several fusion and switching based approaches have been presented to solve the problem of Visual Place Recognition. In spite of these systems demonstrating significant boo…