Alessandro Luchetti

ORCID: 0000-0003-0960-0996
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Research Areas
  • Augmented Reality Applications
  • Virtual Reality Applications and Impacts
  • Robotics and Sensor-Based Localization
  • 3D Surveying and Cultural Heritage
  • Stroke Rehabilitation and Recovery
  • Planetary Science and Exploration
  • Hand Gesture Recognition Systems
  • Astro and Planetary Science
  • Advanced Vision and Imaging
  • Teleoperation and Haptic Systems
  • Human Pose and Action Recognition
  • Gaze Tracking and Assistive Technology
  • Dermatoglyphics and Human Traits
  • Assistive Technology in Communication and Mobility
  • Forensic Anthropology and Bioarchaeology Studies
  • EEG and Brain-Computer Interfaces
  • 3D Shape Modeling and Analysis
  • Advanced Optical Imaging Technologies
  • Spinal Cord Injury Research
  • Target Tracking and Data Fusion in Sensor Networks
  • Advanced Optical Sensing Technologies
  • Soft Robotics and Applications
  • Indoor and Outdoor Localization Technologies
  • Context-Aware Activity Recognition Systems
  • Astronomical Observations and Instrumentation

University of Trento
2019-2025

An open question for the biomechanical research community is accurate estimation of volume and mass each body segment human body, especially when indirect measurements are based on modeling. Traditional methods involve adoption anthropometric tables, which describe only average shape, or manual measurements, time-consuming depend operator. We propose a novel method acquisition 3D scan subject’s obtained using consumer-end RGB-D camera. The segments’ separation by combining skeleton BlazePose...

10.3390/s25051515 article EN cc-by Sensors 2025-02-28

Time-of-flight cameras are widely adopted in a variety of indoor applications ranging from industrial object measurement to human activity recognition. However, the available products may differ terms quality acquired point cloud, and datasheet provided by constructors not be enough guide researchers choice perfect device for their application. Hence, this work details experimental procedure assess time-of-flight cameras' error sources that should considered when designing an application...

10.3390/s23010538 article EN cc-by Sensors 2023-01-03

This paper presents the validation of a marker-less motion capture system used to evaluate upper limb stress subjects using exoskeletons for locomotion. The fuses human skeletonization provided by commercial 3D cameras with forces exchanged user ground through limbs utilizing instrumented crutches. aim is provide low cost, accurate, and reliable technology useful trainer quantitative evaluation impact assisted gait on subject without need use an lab. reaction at limbs' joints are measured...

10.3390/s20143899 article EN cc-by Sensors 2020-07-13

<p class="Abstract">This article proposes a state-of-the-art algorithm for estimating the 3D volume enclosed in surface point cloud via modified extension of Monte Carlo integration approach. The consists pre-processing cloud, sequential generation points managed by an affiliation criterion, and final computation volume. phase allows spatial re-orientation original evaluation homogeneity its distribution, enclosure inside rectangular parallelepiped known criterion using explosion cube...

10.21014/acta_imeko.v11i2.1206 article EN cc-by ACTA IMEKO 2022-05-04

In rehabilitation settings that exploit Mixed Reality, a clinician risks losing empathy with the patient by being immersed in different worlds, either real and/or virtual. While perceives stimuli mixed real–virtual world, physician is only part. rehabilitation, this may cause impossibility for to intervene, skill assessment, difficulty evaluation. To overcome above limitation, we propose an innovative Augmented Reality (AR) framework and assessment clinical settings. Data acquired...

10.3390/info14040204 article EN cc-by Information 2023-03-27

The paper proposes an improved method for calculating the position of a movable tag whose distance to (redundant) set fixed beacons is measured by some suitable physical principle (typically ultra wide band or ultrasound propagation). based on multilateration technique, where contribution each individual beacon weighed basis recurring, self-supported calibration measurement repeatability at given range. work outlines and its implementation, shows improvement in quality with respect results...

10.3390/s19040872 article EN cc-by Sensors 2019-02-20

Any severe motor disability is a condition that limits the ability to interact with environment, even domestic one, caused by loss of control over one’s mobility. This work presents RoboEYE, power wheelchair designed allow users move easily and autonomously within their homes. To achieve this goal, an innovative, cost-effective user-friendly system was designed, in which non-invasive eye tracker, monitor, 3D camera represent some core elements. RoboEYE integrates functionalities from mobile...

10.3390/technologies9010016 article EN cc-by Technologies 2021-02-24

<p class="Abstract">Nowadays, the importance of working in changing and unstructured environments such as logistics warehouses through cooperation between Automated Guided Vehicles (AGV) operator is increasingly demanded. The challenge addressed this article aims to solve two crucial functions autonomy: identification, tracking. These tasks are necessary enable an AGV follow selected along his path. This paper presents innovative, accurate, robust, autonomous, low-cost real-time...

10.21014/acta_imeko.v10i4.1139 article EN cc-by ACTA IMEKO 2021-12-30

The purpose of this study is to analyze the different kinds ex- proprioceptive visual cues on an Augmented Reality (AR) system during gait exercise, top understanding which provide best visualizations in stepping over obstacles. main problem for users understand position virtual objects relative themselves. Since exproprioception provides information about body relation environment, it has possibility yield positive effects with regards control and biomechanics AR system. This research was...

10.1109/ismar-adjunct51615.2020.00039 article EN 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2020-11-01

In this work, we propose a new method to re-identify the same individual among different people using RGB-D data. Each human signature is combination of soft biometric traits. particular, extract color-based descriptor and local feature through Monte Carlo-based algorithm taking into account uncertainty joints and, applied each descriptor, refines similarity match against spatiotemporal database that updates over time. We analyzed effects Carlo refinement in terms final maximum matching...

10.21014/actaimeko.v12i2.1423 article EN cc-by ACTA IMEKO 2023-06-23

Nowadays, the interaction of new technologies with humans can offer many advantages. Some them be found in production environment, where human being retrieved a central role thanks to Augmented Reality (AR). This augment capabilities, compensating respective limitations and providing benefits terms overall system performances. paper reports implementation an AR for industrial grinding process helping operator, comlpy working tolerances, repeatability comparable that automatic system. An...

10.1109/rtsi.2019.8895555 article EN 2018 IEEE 4th International Forum on Research and Technology for Society and Industry (RTSI) 2019-09-01

This paper aims to evaluate and compare the driving performances achieved with a power wheelchair using standard joystick versus novel gaze-based technology. The interface, called RoboEYE, involves paradigm of computer interaction that handles receipt information from an eye tracker, it as continuous input for navigation. A pool 36 subjects has tested both technologies in circuit designed considering Wheelchair Skill Test. experimental analysis involved evaluations specific metrics motion...

10.1080/10400435.2021.2009593 article EN Assistive Technology 2021-12-06

Recent technological developments and projects are now becoming more multidisciplinary. However, in designing augmented reality training support systems (ARTSS), researchers this field may already hold biases that lean towards the de facto standard of what constitutes good ARTSS. These not inherently harmful, but there exists risk these lead to answering demands goals intended end-user completely different specializations. To address risk, we suggest using Par-ticipatory Design (PD) as a...

10.1109/ismar-adjunct57072.2022.00054 article EN 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2022-10-01

In biomechanics, a still unresolved question is how to estimate with enough accuracy the volume and mass of each body segment subject. This important for several applications ranging from rehabilitation injured subjects study athletic performances via analysis dynamic inertia segment. However, traditionally this evaluation done by referring anthropometric tables or approximating volumes using manual measurements. We propose novel method based on 3D reconstruction subject's commercial...

10.1109/memea57477.2023.10171946 article EN 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA) 2023-06-14

This demo leverages the innovative concept of Shared Augmented Reality [3] for immersive training in horticultural therapy. The setup involves both therapist and patient wearing a HoloLens. Using smartphone, sets parameters virtual environment displacing pots. patient, also HoloLens, is instructed to water pots using real watering can (without water) grow flowers. A countdown timer 3D sound cues guide through each pot. From patient's point view, this interactive experience aims improve his...

10.1109/ismar-adjunct60411.2023.00164 article EN 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2023-10-16

In this paper, we address the challenge of estimating 6DoF pose objects in 2D equirectangular images. This solution allows transition to objects’ 3D model from their current pose. particular, it finds application educational use 360° videos, where enhances learning experience students by making more engaging and immersive due possible interaction with virtual models. We developed a general approach usable for any object shape. The only requirement is have an accurate CAD model, even without...

10.3390/app12115309 article EN cc-by Applied Sciences 2022-05-24

<p class="Abstract">Modern applications in virtual reality require a high level of fruition the environment as if it was real. In that have to deal with real scenarios, is important acquire both its three-dimensional (3D) structure and details enable users achieve good immersive experiences. The purpose this paper illustrate method obtain mesh quality texture combining raw 3D model 360 <em>°</em> images. main outcome photorealistic details. This enables depth perception...

10.21014/acta_imeko.v11i2.1127 article EN cc-by ACTA IMEKO 2022-05-04

This paper presents an Augmented Reality (AR) framework able to measure, assess and train end-user performances in occupational therapy and/or home living environment taking into account a set of multidimensional performance indicators shared AR between therapist end-user. The can be used for rehabilitation purposes or Ambient Assisted Living (AAL) context where fragile users guided monitored (i.e., their caregiver). system includes distributed sensors that are preprocessed proposed the...

10.1109/metrolivenv54405.2022.9826952 article EN 2022-05-25

Abstract Beta oscillations are readily observed in motor cortex and the basal ganglia, but to which extent they functionally relevant is unclear. To understand how activity transfer between different nodes of cortico-basal ganglia network affected by cortical beta behavioural conditions, we recorded local field potentials electroencephalography (EEG) a low-force control task during rest Parkinson’s patients undergoing deep brain stimulation (DBS) surgery. The received DBS either subthalamic...

10.1101/2020.08.30.273888 preprint EN cc-by-nc-nd bioRxiv (Cold Spring Harbor Laboratory) 2020-08-30
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