← Search

Mubariz Zaffar

2 accepted papers

2024

On the Estimation of Image-matching Uncertainty in Visual Place Recognition

CVPR 2024highlight

In Visual Place Recognition (VPR) the pose of a query image is estimated by comparing the image to a map of reference images with known reference poses. As is typical for image retrieval problems a feature extractor maps the query and reference images to a feature space where a nearest neighbor sear…

Cited by 7SourcePDFScholar
2020

CoHOG: A Light-Weight, Compute-Efficient, and Training-Free Visual Place Recognition Technique for Changing Environments

RA-L 2020

This letter presents a novel, compute-efficient and training-free approach based on Histogram-of-OrientedGradients (HOG) descriptor for achieving state-of-the-art performance-per-compute-unit in Visual Place Recognition (VPR). The inspiration for this approach (namely CoHOG) is based on the convolut

Cited by 96SourceScholar