Adaptive robotic information gathering via non-stationary Gaussian processes

W Chen, R Khardon, L Liu - The International Journal of …, 2024 - journals.sagepub.com
Robotic Information Gathering (RIG) is a foundational research topic that answers how a
robot (team) collects informative data to efficiently build an accurate model of an unknown …

Graph-based view motion planning for fruit detection

T Zaenker, J Rückin, R Menon… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
Crop monitoring is crucial for maximizing agricultural productivity and efficiency. However,
monitoring large and complex structures such as sweet pepper plants presents significant …

Decision-Theoretic Approaches for Robotic Environmental Monitoring--A Survey

Y Sung, J Das, P Tokekar - arxiv preprint arxiv:2308.02698, 2023 - arxiv.org
Robotics has dramatically increased our ability to gather data about our environments. This
is an opportune time for the robotics and algorithms community to come together to …

Scvp: Learning one-shot view planning via set covering for unknown object reconstruction

S Pan, H Hu, H Wei - IEEE Robotics and Automation Letters, 2022 - ieeexplore.ieee.org
The view planning (VP) problem in robotic active vision enables a robot system to
automatically perform object reconstruction tasks. Lacking prior knowledge, next-best-view …

Shared visuo-tactile interactive perception for robust object pose estimation

PK Murali, B Porr, M Kaboli - The International Journal of …, 2024 - journals.sagepub.com
Shared perception between robotic systems significantly enhances their ability to
understand and interact with their environment, leading to improved performance and …

A global generalized maximum coverage-based solution to the non-model-based view planning problem for object reconstruction

S Pan, H Wei - Computer Vision and Image Understanding, 2023 - Elsevier
A robotic active vision system can automatically perform the reconstruction task, but the core
problem is the non-model-based view planning problem (NMVPP). Unlike the model-based …

A digital twin-based intelligent robotic measurement system for freeform surface parts

Y Tang, Y Wang, H Tan, W Peng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article proposed a novel framework of a digital twin (DT)-based robotic measurement
system (RMS) for freeform surface parts, which can improve the efficiency, autonomy, and …

Neural stochastic poisson surface reconstruction

S Sellán, A Jacobson - SIGGRAPH Asia 2023 Conference Papers, 2023 - dl.acm.org
Reconstructing a surface from a point cloud is an underdetermined problem. We use a
neural network to study and quantify this reconstruction uncertainty under a Poisson …

A Survey of Decision-Theoretic Approaches for Robotic Environmental Monitoring

Y Sung, Z Chen, J Das, P Tokekar - Foundations and Trends® …, 2023 - nowpublishers.com
Robotics has dramatically increased our ability to gather data about our environments,
creating an opportunity for the robotics and algorithms communities to collaborate on novel …

A multirobot system for 3-D surface reconstruction with centralized and distributed architectures

G Hardouin, J Moras, F Morbidi, J Marzat… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In this article, we propose an original solution to the problem of surface reconstruction of
large-scale unknown environments, with multiple cooperative robots. As they progress …