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Loop Closure Detection

Loop closure detection is the process of detecting whether an agent has returned to a previously visited location.

( Image credit: Backtracking Regression Forests for Accurate Camera Relocalization )

Papers

Showing 5175 of 89 papers

TitleStatusHype
Beyond SIFT using Binary features for Loop Closure Detection0
Bi-directional Loop Closure for Visual SLAM0
Closing the Loop: Graph Networks to Unify Semantic Objects and Visual Features for Multi-object Scenes0
Constructing Topological Maps using Markov Random Fields and Loop-Closure Detection0
Convolutional Neural Network-Based Image Representation for Visual Loop Closure Detection0
DARE-SLAM: Degeneracy-Aware and Resilient Loop Closing in Perceptually-Degraded Environments0
DDN-SLAM: Real-time Dense Dynamic Neural Implicit SLAM0
DeepRING: Learning Roto-translation Invariant Representation for LiDAR based Place Recognition0
DK-SLAM: Monocular Visual SLAM with Deep Keypoint Learning, Tracking and Loop-Closing0
DSC: Deep Scan Context Descriptor for Large-Scale Place Recognition0
Exploiting Points and Lines in Regression Forests for RGB-D Camera Relocalization0
Exploring Emerging Trends and Research Opportunities in Visual Place Recognition0
Fast Loop Closure Detection via Binary Content0
Fusing Event-based Camera and Radar for SLAM Using Spiking Neural Networks with Continual STDP Learning0
Fusion++: Volumetric Object-Level SLAM0
SeqLPD: Sequence Matching Enhanced Loop-Closure Detection Based on Large-Scale Point Cloud Description for Self-Driving Vehicles0
LSGDDN-LCD: An Appearance-based Loop Closure Detection using Local Superpixel Grid Descriptors and Incremental Dynamic Nodes0
Simultaneous Localization and Mapping Using Active mmWave Sensing in 5G NR0
SLAM in the Dark: Self-Supervised Learning of Pose, Depth and Loop-Closure from Thermal Images0
SymbioLCD: Ensemble-Based Loop Closure Detection using CNN-Extracted Objects and Visual Bag-of-Words0
TReR: A Lightweight Transformer Re-Ranking Approach for 3D LiDAR Place Recognition0
VINGS-Mono: Visual-Inertial Gaussian Splatting Monocular SLAM in Large Scenes0
Visual Loop Closure Detection Through Deep Graph Consensus0
Accurate and Robust Scale Recovery for Monocular Visual Odometry Based on Plane Geometry0
Place recognition in gardens by learning visual representations: data set and benchmark analysis0
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