Peer Neubert

Orcid: 0000-0002-7312-9935

According to our database1, Peer Neubert authored at least 42 papers between 2008 and 2024.

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Bibliography

2024
Local Positional Graphs and Attentive Local Features for a Data and Runtime-Efficient Hierarchical Place Recognition Pipeline.
IEEE Robotics Autom. Lett., 2024

2023
HealthWalk: Promoting Health and Mobility through Sensor-Based Rollator Walker Assistance.
CoRR, 2023

Visual Place Recognition: A Tutorial.
CoRR, 2023

Point-Cloud-Based Change Detection for Steep Slope Vineyard Agriculture.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

FETCH: A Memory-Efficient Replay Approach for Continual Learning in Image Classification.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

2022
A comparison of vector symbolic architectures.
Artif. Intell. Rev., 2022

SEER: Unsupervised and sample-efficient environment specialization of image descriptors.
Proceedings of the Robotics: Science and Systems XVIII, New York City, NY, USA, June 27, 2022

HDC-MiniROCKET: Explicit Time Encoding in Time Series Classification with Hyperdimensional Computing.
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
Graph-Based Non-Linear Least Squares Optimization for Visual Place Recognition in Changing Environments.
IEEE Robotics Autom. Lett., 2021

Resolving Place Recognition Inconsistencies Using Intra-Set Similarities.
IEEE Robotics Autom. Lett., 2021

What makes visual place recognition easy or hard?
CoRR, 2021

Fast and Memory Efficient Graph Optimization via ICM for Visual Place Recognition.
Proceedings of the Robotics: Science and Systems XVII, Virtual Event, July 12-16, 2021., 2021

Vector Semantic Representations as Descriptors for Visual Place Recognition.
Proceedings of the Robotics: Science and Systems XVII, Virtual Event, July 12-16, 2021., 2021

Multivariate Time Series Analysis for Driving Style Classification using Neural Networks and Hyperdimensional Computing.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

SoftMP: Attentive feature pooling for joint local feature detection and description for place recognition in changing environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Beyond ANN: Exploiting Structural Knowledge for Efficient Place Recognition.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Hyperdimensional Computing as a Framework for Systematic Aggregation of Image Descriptors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
LocalSPED: A Classification Pipeline that Can Learn Local Features for Place Recognition Using a Small Training Set.
Proceedings of the Towards Autonomous Robotic Systems - 21st Annual Conference, 2020

Building a Navigation System for a Shopping Assistant Robot from Off-the-Shelf Components.
Proceedings of the Towards Autonomous Robotic Systems - 21st Annual Conference, 2020

Unsupervised Learning Methods for Visual Place Recognition in Discretely and Continuously Changing Environments.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019
A Neurologically Inspired Sequence Processing Model for Mobile Robot Place Recognition.
IEEE Robotics Autom. Lett., 2019

An Introduction to Hyperdimensional Computing for Robotics.
Künstliche Intell., 2019

Circular Convolutional Neural Networks for Panoramic Images and Laser Data.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Towards combining a neocortex model with entorhinal grid cells for mobile robot localization.
Proceedings of the 2019 European Conference on Mobile Robots, 2019

2018
Towards Hypervector Representations for Learning and Planning with Schemas.
Proceedings of the KI 2018: Advances in Artificial Intelligence, 2018

A Sequence-Based Neuronal Model for Mobile Robot Localization.
Proceedings of the KI 2018: Advances in Artificial Intelligence, 2018

2017
Image features for visual teach-and-repeat navigation in changing environments.
Robotics Auton. Syst., 2017

Towards Camera Based Navigation in 3D Maps by Synthesizing Depth Images.
Proceedings of the Towards Autonomous Robotic Systems - 18th Annual Conference, 2017

Sampling-based methods for visual navigation in 3D maps by synthesizing depth images.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Synthesized semantic views for mobile robot localization.
Proceedings of the 2017 European Conference on Mobile Robots, 2017

2016
Beyond Holistic Descriptors, Keypoints, and Fixed Patches: Multiscale Superpixel Grids for Place Recognition in Changing Environments.
IEEE Robotics Autom. Lett., 2016

How to Build and Customize a High-Resolution 3D Laserscanner Using Off-the-shelf Components.
Proceedings of the Towards Autonomous Robotic Systems - 17th Annual Conference, 2016

2015
Superpixel-based appearance change prediction for long-term navigation across seasons.
Robotics Auton. Syst., 2015

Benchmarking superpixel descriptors.
Proceedings of the 23rd European Signal Processing Conference, 2015

Local region detector + CNN based landmarks for practical place recognition in changing environments.
Proceedings of the 2015 European Conference on Mobile Robots, 2015

2014
Proceedings of the 1st Workshop on Robotics Challenges and Vision (RCV2013).
CoRR, 2014

Compact Watershed and Preemptive SLIC: On Improving Trade-offs of Superpixel Segmentation Algorithms.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Appearance change prediction for long-term navigation across seasons.
Proceedings of the 2013 European Conference on Mobile Robots, 2013

Evaluating Superpixels in Video: Metrics Beyond Figure-Ground Segmentation.
Proceedings of the British Machine Vision Conference, 2013

2012
From Saliency Based Image Features Towards Semantic Mapping.
Proceedings of the ROBOTIK 2012, 2012

2010
The causal update filter - A novel biologically inspired filter paradigm for appearance-based SLAM.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

2008
A fast visual line segment tracker.
Proceedings of 13th IEEE International Conference on Emerging Technologies and Factory Automation, 2008


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