Search Results - "Luis Payá"
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A state-of-the-art review on mobile robotics tasks using artificial intelligence and visual data
Published in Expert systems with applications (01-04-2021)“…Nowadays, the field of mobile robotics has experienced an important evolution and these robots are more commonly proposed to solve different tasks…”
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Special Issue on Visual Sensors
Published in Sensors (Basel, Switzerland) (08-02-2020)“…Visual sensors have characteristics that make them interesting as sources of information for any process or system [...]…”
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Special Issue on Mobile Robots Navigation II
Published in Applied sciences (01-01-2023)“…Navigation is one of the fundamental abilities that mobile robots must be endowed with, so that they can carry out high-level tasks autonomously in any a…”
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Generating a full spherical view by modeling the relation between two fisheye images
Published in The Visual computer (01-10-2024)“…Full spherical views provide advantages in many applications that use visual information. Dual back-to-back fisheye cameras are receiving much attention to…”
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Special Issue on Mobile Robots Navigation
Published in Applied sciences (01-02-2020)“…In recent years, the presence of mobile robots in diverse scenarios has considerably increased, to solve a variety of tasks [...]…”
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The Role of Global Appearance of Omnidirectional Images in Relative Distance and Orientation Retrieval
Published in Sensors (Basel, Switzerland) (11-05-2021)“…Over the last few years, mobile robotics has experienced a great development thanks to the wide variety of problems that can be solved with this technology. An…”
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Efficient probability-oriented feature matching using wide field-of-view imaging
Published in Engineering applications of artificial intelligence (01-01-2022)“…Feature matching is a key technique for a wide variety of computer vision and image processing applications such as visual localization. It permits finding…”
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Locking underactuated robots by shrinking their manifolds of free-swinging motion
Published in Mechanism and machine theory (01-10-2023)“…When a robot suffers a Free Swing Joint Failure, it becomes underactuated since some of its actuated joints become passive. If the joints that remain actuated…”
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An improved Monte Carlo method based on Gaussian growth to calculate the workspace of robots
Published in Engineering applications of artificial intelligence (01-09-2017)“…This paper presents a new Monte Carlo method to calculate the workspace of robot manipulators, which we called the Gaussian Growth method. In contrast to…”
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An experimental evaluation of Siamese Neural Networks for robot localization using omnidirectional imaging in indoor environments
Published in The Artificial intelligence review (08-07-2024)“…The objective of this paper is to address the localization problem using omnidirectional images captured by a catadioptric vision system mounted on the robot…”
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Environment modeling and localization from datasets of omnidirectional scenes using machine learning techniques
Published in Neural computing & applications (01-08-2023)“…This work presents a framework to create a visual model of the environment which can be used to estimate the position of a mobile robot by means of artificial…”
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Position estimation and local mapping using omnidirectional images and global appearance descriptors
Published in Sensors (Basel, Switzerland) (16-10-2015)“…This work presents some methods to create local maps and to estimate the position of a mobile robot, using the global appearance of omnidirectional images. We…”
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Visual Information Fusion through Bayesian Inference for Adaptive Probability-Oriented Feature Matching
Published in Sensors (Basel, Switzerland) (26-06-2018)“…This work presents a visual information fusion approach for robust probability-oriented feature matching. It is sustained by omnidirectional imaging, and it is…”
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Modeling Environments Hierarchically with Omnidirectional Imaging and Global-Appearance Descriptors
Published in Remote sensing (Basel, Switzerland) (01-04-2018)“…In this work, a framework is proposed to build topological models in mobile robotics, using an omnidirectional vision sensor as the only source of information…”
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An evaluation of CNN models and data augmentation techniques in hierarchical localization of mobile robots
Published in Evolving systems (01-12-2024)“…This work presents an evaluation of CNN models and data augmentation to carry out the hierarchical localization of a mobile robot by using omnidirectional…”
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Relative Altitude Estimation Using Omnidirectional Imaging and Holistic Descriptors
Published in Remote sensing (Basel, Switzerland) (01-02-2019)“…Currently, many tasks can be carried out using mobile robots. These robots must be able to estimate their position in the environment to plan their actions…”
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Design of a mobile binary parallel robot that exploits nonsingular transitions
Published in Mechanism and machine theory (01-05-2022)“…Sliding-frame mobile robots used for autonomously inspecting metallic structures consist of two bodies connected by few joints. They move by alternately…”
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Mapping and localization module in a mobile robot for insulating building crawl spaces
Published in Automation in construction (01-03-2018)“…This paper presents a novel robotic system that applies spray foam insulation in underfloor voids in order to improve the energy efficiency of buildings. The…”
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A CNN Regression Approach to Mobile Robot Localization Using Omnidirectional Images
Published in Applied sciences (01-08-2021)“…Understanding the environment is an essential ability for robots to be autonomous. In this sense, Convolutional Neural Networks (CNNs) can provide holistic…”
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Performance of global-appearance descriptors in map building and localization using omnidirectional vision
Published in Sensors (Basel, Switzerland) (14-02-2014)“…Map building and localization are two crucial abilities that autonomous robots must develop. Vision sensors have become a widespread option to solve these…”
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