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Sketch maps dataset

Authors: Mielle Malcolm; Magnusson Martin; Lilienthal Achim, J.;

Sketch maps dataset

Abstract

A dataset of 25 sketch-maps obtained from an [interface](aass.oru.se/Research/mro/smokebot/sketchmap-web/) in a web browser. The sketch correspond to the ground truth of KTH dataset for SLAM. Each sketch is associated with two possible ground truth segmentation given by two independent users. If you use this dataset please cite this paper: @Article{robotics8020043, AUTHOR = {Mielle, Malcolm and Magnusson, Martin and Lilienthal, Achim J.}, TITLE = {URSIM: Unique Regions for Sketch Map Interpretation and Matching}, JOURNAL = {Robotics}, VOLUME = {8}, YEAR = {2019}, NUMBER = {2}, ARTICLE-NUMBER = {43}, URL = {https://www.mdpi.com/2218-6581/8/2/43}, ISSN = {2218-6581}, ABSTRACT = {We present a method for matching sketch maps to a corresponding metric map, with the aim of later using the sketch as an intuitive interface for human–robot interactions. While sketch maps are not metrically accurate and many details, which are deemed unnecessary, are omitted, they represent the topology of the environment well and are typically accurate at key locations. Thus, for sketch map interpretation and matching, one cannot only rely on metric information. Our matching method first finds the most distinguishable, or unique, regions of two maps. The topology of the maps, the positions of the unique regions, and the size of all regions are used to build region descriptors. Finally, a sequential graph matching algorithm uses the region descriptors to find correspondences between regions of the sketch and metric maps. Our method obtained higher accuracy than both a state-of-the-art matching method for inaccurate map matching, and our previous work on the subject. The state of the art was unable to match sketch maps while our method performed only 10% worse than a human expert.}, DOI = {10.3390/robotics8020043} }

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Keywords

map, segmentation, sketch

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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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