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Invariant Spatial Information for Loop-Closure Detection
2019 16th International Conference on Machine Vision Applications (MVA), 2019Recently, Bag-of-Words (BoW) has become a de-facto standard solution for loop-closure detection (LCD) in robotic visual SLAM (rvSLAM). Whereas BoW is efficient in using appearance information as invariant feature for comparing query and mapped scenes, it is not straightforward to use spatial information as invariant feature in BoW.
Yamamoto Ryohei +2 more
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Loop closure via bond scaling and relaxation
Journal of Computational Chemistry, 1993AbstractWe describe, test, and apply a new computational algorithm for generating protein loop conformations subject to distance and secondary structure constraints. The algorithm is based upon initial scaling and subsequent relaxation of covalent bond lengths.
Qiang Zheng +3 more
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Hierarchical Loop Closure Detection for Topological Mapping
2018This chapter describes a novel appearance-based approach for topological mapping called HTMap (Hierarchical Topological Mapping), which is based on a hierarchical decomposition of the environment. Images with similar appearances are grouped together in locations, taking as a representative of the group the average of the PHOG global descriptors of the ...
Emilio Garcia-Fidalgo, Alberto Ortiz
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Fast and Robust Loop-Closure Detection via Convolutional Auto-Encoder and Motion Consensus
IEEE Transactions on Industrial Informatics, 2022Jiayi, Kaining Zhang, Zheng He
exaly
Analysis of protein loop closure
Journal of Molecular Biology, 1991Mark Gerstein, Cyrus Chothia
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LCDNet: Deep Loop Closure Detection and Point Cloud Registration for LiDAR SLAM
IEEE Transactions on Robotics, 2022Daniele Cattaneo +2 more
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Deep Reinforcement Learning Based Loop Closure Detection
Journal of Intelligent & Robotic Systems, 2022Asif Iqbal +2 more
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Modest-vocabulary loop-closure detection with incremental bag of tracked words
Robotics and Autonomous Systems, 2021Konstantinos A Tsintotas +2 more
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