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Xiong Pan

2 accepted papers

2025

Exploring the Simplification Limit of Deep Network Features With Subway Positioning Task

RA-L 2025

This paper addresses vision-based subway positioning, a significant yet challenging task due to the low-lighting and sparse-texture conditions in tunnels. Traditional features struggle with temporal correspondence. While deep network features are effective, their computational and storage demands ma

Cited by 0SourceScholar
2019

Graph-based RGB-D Image Segmentation Using Color-directional-region Merging

ICASSP 2019accepted

Color and depth information provided simultaneously in RGB-D images can be used to segment scenes into disjoint regions. In this paper, a graph-based segmentation method for RGB-D image is proposed, in which an adaptive data-driven combination of color- and normal-variation is presented to construct…

Cited by 0SourceScholar