Adaptive robotic information gathering via non-stationary Gaussian processes
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 …
robot (team) collects informative data to efficiently build an accurate model of an unknown …
Graph-based view motion planning for fruit detection
Crop monitoring is crucial for maximizing agricultural productivity and efficiency. However,
monitoring large and complex structures such as sweet pepper plants presents significant …
monitoring large and complex structures such as sweet pepper plants presents significant …
Decision-Theoretic Approaches for Robotic Environmental Monitoring--A Survey
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 …
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
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 …
automatically perform object reconstruction tasks. Lacking prior knowledge, next-best-view …
Shared visuo-tactile interactive perception for robust object pose estimation
Shared perception between robotic systems significantly enhances their ability to
understand and interact with their environment, leading to improved performance and …
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 …
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 …
system (RMS) for freeform surface parts, which can improve the efficiency, autonomy, and …
Neural stochastic poisson surface reconstruction
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 …
neural network to study and quantify this reconstruction uncertainty under a Poisson …
A Survey of Decision-Theoretic Approaches for Robotic Environmental Monitoring
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 …
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
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 …
large-scale unknown environments, with multiple cooperative robots. As they progress …