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Occlusion handling in generic object detection: A review
The significant power of deep learning networks has led to enormous development in object
detection. Over the last few years, object detector frameworks have achieved tremendous …
detection. Over the last few years, object detector frameworks have achieved tremendous …
Dec-MCTS: Decentralized planning for multi-robot active perception
We propose a decentralized variant of Monte Carlo tree search (MCTS) that is suitable for a
variety of tasks in multi-robot active perception. Our algorithm allows each robot to optimize …
variety of tasks in multi-robot active perception. Our algorithm allows each robot to optimize …
The strands project: Long-term autonomy in everyday environments
Thanks to the efforts of the robotics and autonomous systems community, the myriad
applications and capacities of robots are ever increasing. There is increasing demand from …
applications and capacities of robots are ever increasing. There is increasing demand from …
Fremen: Frequency map enhancement for long-term mobile robot autonomy in changing environments
T Krajník, JP Fentanes, JM Santos… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
We present a new approach to long-term mobile robot map** in dynamic indoor
environments. Unlike traditional world models that are tailored to represent static scenes …
environments. Unlike traditional world models that are tailored to represent static scenes …
An empirical evaluation of ten depth cameras: Bias, precision, lateral noise, different lighting conditions and materials, and multiple sensor setups in indoor …
G Halmetschlager-Funek, M Suchi… - IEEE Robotics & …, 2018 - ieeexplore.ieee.org
Over the last few years, novel color and depth sensors have pushed the boundaries of robot
perception significantly. Today, several new depth-sensing products are replacing the …
perception significantly. Today, several new depth-sensing products are replacing the …
TSDF-based change detection for consistent long-term dense reconstruction and dynamic object discovery
Robots that are operating for extended periods of time need to be able to deal with changes
in their environment and represent them adequately in their maps. In this paper, we present …
in their environment and represent them adequately in their maps. In this paper, we present …
The state of lifelong learning in service robots: Current bottlenecks in object perception and manipulation
SH Kasaei, J Melsen, F van Beers, C Steenkist… - Journal of Intelligent & …, 2021 - Springer
Abstract Service robots are appearing more and more in our daily life. The development of
service robots combines multiple fields of research, from object perception to object …
service robots combines multiple fields of research, from object perception to object …
Intelligent robotic perception systems
C Premebida, R Ambrus… - Applications of mobile …, 2018 - books.google.com
Robotic perception is related to many applications in robotics where sensory data and
artificial intelligence/machine learning (AI/ML) techniques are involved. Examples of such …
artificial intelligence/machine learning (AI/ML) techniques are involved. Examples of such …
Out of sight, still in mind: Reasoning and planning about unobserved objects with video tracking enabled memory models
Robots need to have a memory of previously observed, but currently occluded objects to
work reliably in realistic environments. We investigate the problem of encoding object …
work reliably in realistic environments. We investigate the problem of encoding object …
Warped hypertime representations for long-term autonomy of mobile robots
This letter presents a novel method for introducing time into discrete and continuous spatial
representations used in mobile robotics, by modeling long-term, pseudo-periodic variations …
representations used in mobile robotics, by modeling long-term, pseudo-periodic variations …