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Horst, Michael; Möller, Ralf: Visual Place Recognition for Autonomous Mobile Robots. In: Robotics. Jg.6 H. 2. 2017
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Related Work
Holistic Methods
Feature-Based Methods
Signature-Based Methods
Evaluated Methods
Holistic Methods
Visual Compass
Warping
Comparison of Visual Compass and Warping
Feature-Based Method: FabMap
Signature-Based Methods
Fourier Signatures
ABLE
Further Processing: Neighborhood Ratio
Experiment Description
Datasets
Grid Databases
Quorum V Database
CITEC Database
Outdoor Database
Experimental Setups
Database Tests
Image Selection
FabMap Training and Recall
Parameter Settings for Methods
Evaluation Criteria
ROC and AUC
Distance to Minimum
Time Measurements
Experimental Results
Grid Same-Database Experiments
Holistic Methods
Influence of the Low-Pass Filter
Feature and Signature Methods
Quorum V Database
Holistic Methods
Feature and Signature Methods
CITEC Database
Holistic Methods
Feature and Signature Methods
Outdoor Database
Holistic Methods
Signature Methods
Grid Cross-Database Experiments
Holistic Methods
Influence of the Low-Pass Filter
Feature and Signature Methods
Mixed-Database Experiments
Holistic Methods
Feature and Signature Methods
Speed
Discussion
Conclusions
Parameters