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Scan context++: Structural place recognition robust to rotation and lateral variations in urban environments
Place recognition is a key module in robotic navigation. The existing line of studies mostly
focuses on visual place recognition to recognize previously visited places solely based on …
focuses on visual place recognition to recognize previously visited places solely based on …
The revisiting problem in simultaneous localization and map**: A survey on visual loop closure detection
Where am I? This is one of the most critical questions that any intelligent system should
answer to decide whether it navigates to a previously visited area. This problem has long …
answer to decide whether it navigates to a previously visited area. This problem has long …
Visual place recognition: A survey
Visual place recognition is a challenging problem due to the vast range of ways in which the
appearance of real-world places can vary. In recent years, improvements in visual sensing …
appearance of real-world places can vary. In recent years, improvements in visual sensing …
Bow3d: Bag of words for real-time loop closing in 3d lidar slam
Loop closing is a fundamental part of simultaneous localization and map** (SLAM) for
autonomous mobile systems. In the field of visual SLAM, bag of words (BoW) has achieved …
autonomous mobile systems. In the field of visual SLAM, bag of words (BoW) has achieved …
Bags of binary words for fast place recognition in image sequences
We propose a novel method for visual place recognition using bag of words obtained from
accelerated segment test (FAST)+ BRIEF features. For the first time, we build a vocabulary …
accelerated segment test (FAST)+ BRIEF features. For the first time, we build a vocabulary …
Semantic map** for mobile robotics tasks: A survey
The evolution of contemporary mobile robotics has given thrust to a series of additional
conjunct technologies. Of such is the semantic map**, which provides an abstraction of …
conjunct technologies. Of such is the semantic map**, which provides an abstraction of …
Robust loop closing over time for pose graph SLAM
Long-term autonomous mobile robot operation requires considering place recognition
decisions with great caution. A single incorrect decision that is not detected and …
decisions with great caution. A single incorrect decision that is not detected and …
Unsupervised learning to detect loops using deep neural networks for visual SLAM system
X Gao, T Zhang - Autonomous robots, 2017 - Springer
This paper is concerned of the loop closure detection problem for visual simultaneous
localization and map** systems. We propose a novel approach based on the stacked …
localization and map** systems. We propose a novel approach based on the stacked …
Place recognition survey: An update on deep learning approaches
Autonomous Vehicles (AV) are becoming more capable of navigating in complex
environments with dynamic and changing conditions. A key component that enables these …
environments with dynamic and changing conditions. A key component that enables these …
Multi-process fusion: Visual place recognition using multiple image processing methods
Typical attempts to improve the capability of visual place recognition techniques include the
use of multi-sensor fusion and the integration of information over time from image …
use of multi-sensor fusion and the integration of information over time from image …