Search Results - "D’Orazio, Tiziana"

Human Gait Analysis in Neurodegenerative Diseases: A Review by Cicirelli, Grazia, Impedovo, Donato, Dentamaro, Vincenzo, Marani, Roberto, Pirlo, Giuseppe, D'Orazio, Tiziana R.

“…This paper reviews the recent literature on technologies and methodologies for quantitative human gait analysis in the context of neurodegenerative diseases…”
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Video Based Mobility Monitoring of Elderly People Using Deep Learning Models by Romeo, Laura, Marani, Roberto, D'Orazio, Tiziana, Cicirelli, Grazia

“…In recent years, the number of older people living alone has increased rapidly. Innovative vision systems to remotely assess people's mobility can help…”
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A Kinect-Based Gesture Recognition Approach for a Natural Human Robot Interface by Cicirelli, Grazia, Attolico, Carmela, Guaragnella, Cataldo, D'Orazio, Tiziana

“…In this paper, we present a gesture recognition system for the development of a human-robot interaction (HRI) interface. Kinect cameras and the OpenNI…”
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Towards Intelligent Retail: Automated on-Shelf Availability Estimation Using a Depth Camera by Milella, Annalisa, Petitti, Antonio, Marani, Roberto, Cicirelli, Grazia, D'orazio, Tiziana

“…Efficient management of on-shelf availability and inventory is a key issue to achieve customer satisfaction and reduce the risk of profit loss for both…”
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A compact 3D omnidirectional range sensor of high resolution for robust reconstruction of environments by Marani, Roberto, Renò, Vito, Nitti, Massimiliano, D'Orazio, Tiziana, Stella, Ettore

“…In this paper, an accurate range sensor for the three-dimensional reconstruction of environments is designed and developed. Following the principles of laser…”
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Azure Kinect performance evaluation for human motion and upper limb biomechanical analysis by Brambilla, Cristina, Marani, Roberto, Romeo, Laura, Lavit Nicora, Matteo, Storm, Fabio A., Reni, Gianluigi, Malosio, Matteo, D'Orazio, Tiziana, Scano, Alessandro

“…Human motion tracking is a valuable task for many medical applications. Marker-based optoelectronic systems are considered the gold standard in human motion…”
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Ambient Assisted Living: A Review of Technologies, Methodologies and Future Perspectives for Healthy Aging of Population by Cicirelli, Grazia, Marani, Roberto, Petitti, Antonio, Milella, Annalisa, D'Orazio, Tiziana

“…Over the last decade, there has been considerable and increasing interest in the development of Active and Assisted Living (AAL) systems to support independent…”
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Automated Extraction of Archaeological Traces by a Modified Variance Analysis by D'Orazio, Tiziana, Da Pelo, Paolo, Marani, Roberto, Guaragnella, Cataldo

“…This paper considers the problem of detecting archaeological traces in digital aerial images by analyzing the pixel variance over regions around selected…”
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High-Resolution Laser Scanning for Three-Dimensional Inspection of Drilling Tools by Marani, Roberto, Nitti, Massimiliano, Cicirelli, Grazia, D’Orazio, Tiziana, Stella, Ettore

“…A high-resolution vision system for the inspection of drilling tools is presented. A triangulation-based laser scanner is used to extract a three-dimensional…”
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A Data-Driven Approach to SAR Data-Focusing by Guaragnella, Cataldo, D'Orazio, Tiziana

“…Synthetic Aperture RADAR (SAR) is a radar imaging technique in which the relative motion of the sensor is used to synthesize a very long antenna and obtain…”
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Microsoft Azure Kinect Calibration for Three-Dimensional Dense Point Clouds and Reliable Skeletons by Romeo, Laura, Marani, Roberto, Perri, Anna Gina, D’Orazio, Tiziana

“…Nowadays, the need for reliable and low-cost multi-camera systems is increasing for many potential applications, such as localization and mapping, human…”
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A Low-Cost Video-Based System for Neurodegenerative Disease Detection by Mobility Test Analysis by Cicirelli, Grazia, D’Orazio, Tiziana

“…The observation of mobility tests can greatly help neurodegenerative disease diagnosis. In particular, among the different mobility protocols, the sit-to-stand…”
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Helipad detection for accurate UAV pose estimation by means of a visual sensor by Patruno, Cosimo, Nitti, Massimiliano, Stella, Ettore, D’Orazio, Tiziana

“…In this article, we tackle the problem of developing a visual framework to allow the autonomous landing of an unmanned aerial vehicle onto a platform using a…”
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The HA4M dataset: Multi-Modal Monitoring of an assembly task for Human Action recognition in Manufacturing by Cicirelli, Grazia, Marani, Roberto, Romeo, Laura, Domínguez, Manuel García, Heras, Jónathan, Perri, Anna G., D’Orazio, Tiziana

“…This paper introduces the Human Action Multi-Modal Monitoring in Manufacturing (HA4M) dataset, a collection of multi-modal data relative to actions performed…”
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Deep learning for defect characterization in composite laminates inspected by step-heating thermography by Marani, Roberto, Palumbo, Davide, Galietti, Umberto, D'Orazio, Tiziana

“…•A deep neural network for processing output signals from step-heating thermography to detect defects deep into the composite structures is…”
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A technology platform for automatic high-level tennis game analysis by Renò, Vito, Mosca, Nicola, Nitti, Massimiliano, D’Orazio, Tiziana, Guaragnella, Cataldo, Campagnoli, Donato, Prati, Andrea, Stella, Ettore

“…•Automatic system for actions annotation in tennis video sequences for coaching needs.•3D ball trajectory reconstruction and player position…”
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Convolutional Neural Networks Based Ball Detection in Tennis Games by Reno, Vito, Mosca, Nicola, Marani, Roberto, Nitti, Massimiliano, D'Orazio, Tiziana, Stella, Ettore

“…In recent years sport video research has gained a steady interest among the scientific community. The large amount of video data available from broadcast…”
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People re-identification using skeleton standard posture and color descriptors from RGB-D data by Patruno, Cosimo, Marani, Roberto, Cicirelli, Grazia, Stella, Ettore, D'Orazio, Tiziana

“…•A people re-identification approach by color and depth data is proposed.•Point clouds are aligned to generate pose-independent signatures.•An unevenly-spaced…”
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Influence of lock-in thermography set-up parameters on the capability of a temporal convolutional neural network to characterize defects in a CFRP by Matarrese, Tiziana, Marani, Roberto, Palumbo, Davide, D'Orazio, Tiziana, Galietti, Umberto

“…•Automatic classification of defects in CFRP with 1-D CNN.•Defining the architecture of the proposed neural network by means of a parametric study.•Influence…”
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A Convolution Residual Network for Heating-Invariant Defect Segmentation in Composite Materials Inspected by Lock-in Thermography by Morelli, Davide, Marani, Roberto, D'Accardi, Ester, Palumbo, Davide, Galietti, Umberto, D'Orazio, Tiziana

“…This article proposes an automatic approach for segmenting inclusion defects in composite materials inspected by lock-in thermography (LT) in a heat source…”
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