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Loop closure detection using CNN words
Intelligent Service Robotics, 2019Loop closure detection (LCD) is crucial for the simultaneous localization and mapping system of an autonomous robot. Image features from a convolution neural network (CNN) have been widely used for LCD in recent years. Instead of directly using the feature vectors to compute the image similarity, we propose a novel and easy-to-implement method that ...
Qiang Liu, Fuhai Duan
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IEEE/ASME transactions on mechatronics, 2021
Precise positioning is the basic condition for intelligent vehicles to complete perception, decision making and control tasks. In response to this challenge, in this article, lidar simultaneous localization and mapping (SLAM) is taken as the research ...
Qingyu Meng +4 more
semanticscholar +1 more source
Precise positioning is the basic condition for intelligent vehicles to complete perception, decision making and control tasks. In response to this challenge, in this article, lidar simultaneous localization and mapping (SLAM) is taken as the research ...
Qingyu Meng +4 more
semanticscholar +1 more source
Hierarchical Loop Closure Detection for Long-term Visual SLAM with Semantic-Geometric Descriptors
International Conference on Intelligent Transportation Systems, 2021Modern visual Simultaneous Localization and Mapping (SLAM) systems rely on loop closure detection methods for correcting drifts in maps and poses. Existing loop closure detection methods mainly employ conventional feature descriptors to create vocabulary
Gaurav Singh +3 more
semanticscholar +1 more source
Appearance-Based Loop Closure Detection via Locality-Driven Accurate Motion Field Learning
IEEE transactions on intelligent transportation systems (Print), 2021Loop closure detection (LCD) is of significant importance in simultaneous localization and mapping. It represents the robot’s ability to recognize whether the current surrounding corresponds to a previously observed one.
Kaining Zhang, Xingyu Jiang, Jiayi Ma
semanticscholar +1 more source
Efficient trajectory bending with applications to loop closure
2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010In robotic applications the absolute pose is often obtained as the integral of successive relative rigid-body motions. As each relative rigid-body motion is typically the product of statistical inference, the integrated absolute pose will exhibit error build-up and the estimated trajectory will differ from the true trajectory undertaken by the system ...
Dubbelman, G., Esteban, I., Schutte, K.
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Loop Closure and Intersubunit Communication in Tryptophan Synthase,
Biochemistry, 1998Crystal structures of wild-type tryptophan synthase alpha2beta2 complexes from Salmonella typhimurium were determined to investigate the mechanism of allosteric activation of the alpha-reaction by the aminoacrylate intermediate formed at the beta-active site.
Schneider, T. +5 more
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Loop-closure of the visual-cortical response
Proceedings of the IEEE 1988 National Aerospace and Electronics Conference, 2003Results of a study designed to test the effectiveness of using feedback to consciously connect humans to their evoked response and thereby 'close the loop' around the brain are presented. A technique to achieve loop closure using a lock-in amplifier approach is presented.
A.M. Junker +3 more
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Analysis of phosphatase 1B WPD loop closure
2010 5th International Symposium on Health Informatics and Bioinformatics, 2010Protein tyrosine phosphatase 1B (PTP1B) is a negative regulator of insulin and leptin signaling, and is therefore a major molecular target for the treatment of type II diabetes and obesity. WPD loop is a key element in the mechanism of PTP1B catalysis.
Burcu Ozkaral +3 more
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RNA conformational sampling. I. Single‐nucleotide loop closure
Journal of Computational Chemistry, 2007AbstractWe consider the loop‐closure problem for nucleic acids and describe an efficient numerical algorithm for closing single‐nucleotide loops in nucleic acids. Using six new internal coordinates to represent the nucleotide conformation, which we call the R‐representation, the original closure problem with six free torsion angles in each nucleotide ...
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