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2,040 Results Found

  • Article
  • Open Access
309 Views
24 Pages

23 September 2026

Accurate motion estimation and online camera orientation calibration are important for onboard vision systems on ground vehicles. Ground-view sensing is attractive for these tasks because the ground is typically static, close to the vehicle, and cont...

(This article belongs to the Section Sensing and Imaging)
  • Communication
  • Open Access
3 Citations
3,273 Views
15 Pages

12 August 2024

Targeting the dynamic image-motion problem of aerial cameras in the process of swing imaging, the image-motion compensation technology of aerial cameras based on the multi-dimensional motion of the secondary mirror was adopted. The secondary mirror w...

(This article belongs to the Section Aerospace Science and Engineering)
  • Article
  • Open Access
310 Views
18 Pages

28 August 2026

Multi-camera vehicle sensing provides a cost-effective solution for 3D environmental perception in intelligent vehicles. A practical challenge is that temporal fusion becomes unreliable when the ego-vehicle undergoes aggressive motion. Historical cam...

  • Article
  • Open Access
4 Citations
2,646 Views
21 Pages

Roving Multiple Camera Array with Structure-from-Motion for Coastal Monitoring

  • Samantha Godfrey,
  • James R. Cooper and
  • Andrew J. Plater

Regular monitoring is essential for vulnerable coastal locations such as areas of landward retreat. However, for coastal practitioners, surveying is limited by budget, specialist personnel/equipment and weather. In combination structure-from-motion a...

(This article belongs to the Special Issue Tenth Anniversary of JMSE – Recent Advances and Future Perspectives)
  • Article
  • Open Access
18 Citations
8,451 Views
19 Pages

Influence of the Camera Viewing Angle on OpenPose Validity in Motion Analysis

  • Melanie Baldinger,
  • Lara Marie Reimer and
  • Veit Senner

28 January 2025

(1) Background: With human pose estimation on the rise in the field of biomechanics, the need for scientific investigation of those algorithms is becoming evident. The validity of several of those algorithms has been presented in the literature. Howe...

(This article belongs to the Special Issue Sensor Techniques and Methods for Sports Science)
  • Article
  • Open Access
17 Citations
7,039 Views
20 Pages

The Method of Multi-Camera Layout in Motion Capture System for Diverse Small Animals

  • Weijia Zong,
  • Zhouyi Wang,
  • Qiang Xing,
  • Junjie Zhu and ,
  • Liuwei Wang,
  • Kai Qin,
  • Hemin Bai,
  • Min Yu and
  • Zhendong Dai
  • + 4 authors+ 0 author

5 September 2018

Motion capture based on multi-camera is widely used in the quantification of animal locomotor behaviors and this is one of the main research methods to reveal the physical laws of animal locomotion and to inspire the design and realization of bionic...

  • Article
  • Open Access
803 Views
22 Pages

7 February 2026

Contactless text entry is increasingly important in immersive and constrained computing environments, yet most vision-based approaches rely on character-level recognition or key localization, which are fragile under monocular sensing. This study inve...

(This article belongs to the Topic AI Sensors and Transducers)
  • Article
  • Open Access
3 Citations
3,213 Views
20 Pages

Although recent multi-object tracking (MOT) methods have shown impressive performance, MOT remains challenging due to two key issues: the poor generalization of ReID in MOT tasks and motion estimation errors caused by camera movement. To address thes...

  • Article
  • Open Access
208 Views
16 Pages

12 October 2026

This paper presents Alert360, a low-cost and intrinsically interpretable browser-based multi-camera motion awareness system for local monitoring in security, retail, education, laboratory, and workplace settings, designed to run on commodity cameras...

(This article belongs to the Special Issue AI-Powered Safeguards: Enhancing Security and Privacy in Smart Cities and IoT Ecosystems)
  • Article
  • Open Access
13 Citations
5,456 Views
15 Pages

20 January 2022

Event cameras are bio-inspired sensors that have a high dynamic range and temporal resolution. This property enables motion estimation from textures with repeating patterns, which is difficult to achieve with RGB cameras. Therefore, motion estimation...

(This article belongs to the Section Sensing and Imaging)
  • Article
  • Open Access
2,948 Views
18 Pages

28 July 2021

In this paper, we propose an enhanced version of the Authentication with Built-in Camera (ABC) protocol by employing a deep learning solution based on built-in motion sensors. The standard ABC protocol identifies mobile devices based on the photo-res...

(This article belongs to the Section E: Applied Mathematics)
  • Article
  • Open Access
4 Citations
3,520 Views
22 Pages

25 October 2025

To navigate dynamic environments safely, UAVs require accurate, real time onboard perception, which relies on ego motion compensation to separate self-induced motion from external dynamics and enable reliable obstacle detection. Traditional ego-motio...

(This article belongs to the Special Issue Navigation, Control and Mission Planning Advances for Safe, Efficient and Autonomous Drones: 2nd Edition)
  • Article
  • Open Access
16 Citations
7,095 Views
19 Pages

Navigation Aiding by a Hybrid Laser-Camera Motion Estimator for Micro Aerial Vehicles

  • Jamal Atman,
  • Manuel Popp,
  • Jan Ruppelt and
  • Gert F. Trommer

16 September 2016

Micro Air Vehicles (MAVs) equipped with various sensors are able to carry out autonomous flights. However, the self-localization of autonomous agents is mostly dependent on Global Navigation Satellite Systems (GNSS). In order to provide an accurate n...

(This article belongs to the Special Issue Inertial Sensors and Systems 2016)
  • Article
  • Open Access
4 Citations
2,811 Views
20 Pages

22 January 2025

Traditional limb kinematic analysis relies on manual goniometer measurements. With computer vision advancements, integrating RGB cameras can minimize manual labor. Although deep learning-based cameras aim to offer the same ease as manual goniometers,...

(This article belongs to the Special Issue Deep Learning Applications for Pose Estimation and Human Action Recognition)
  • Article
  • Open Access
7 Citations
11,783 Views
20 Pages

20 March 2014

There is a growing interest in 3D content following the recent developments in 3D movies, 3D TVs and 3D smartphones. However, 3D content creation is still dominated by professionals, due to the high cost of 3D motion capture instruments. The availabi...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
39 Citations
10,244 Views
16 Pages

A New Position Measurement System Using a Motion-Capture Camera for Wind Tunnel Tests

  • Hyo Seon Park,
  • Ji Young Kim,
  • Jin Gi Kim,
  • Se Woon Choi and
  • Yousok Kim

13 September 2013

Considering the characteristics of wind tunnel tests, a position measurement system that can minimize the effects on the flow of simulated wind must be established. In this study, a motion-capture camera was used to measure the displacement responses...

(This article belongs to the Section Physical Sensors)
  • Feature Paper
  • Article
  • Open Access
943 Views
16 Pages

Optimising Camera–ChArUco Geometry for Motion Compensation in Standing Equine CT: A CT-Motivated Benchtop Study

  • Cosimo Aliani,
  • Cosimo Lorenzetto Bologna,
  • Piergiorgio Francia and
  • Leonardo Bocchi

18 February 2026

Standing equine computed tomography (CT) acquisitions are susceptible to residual postural sway, which can introduce view-inconsistent motion and degrade image quality. External optical tracking based on ChArUco fiducials is a promising, low-cost str...

(This article belongs to the Special Issue Deep Learning and Artificial Intelligence Methods for Diagnostics in Medical Imaging and Sensing)
  • Article
  • Open Access
12 Citations
3,188 Views
18 Pages

EC-WAMI: Event Camera-Based Pose Optimization in Remote Sensing and Wide-Area Motion Imagery

  • Isaac Nkrumah,
  • Maryam Moshrefizadeh,
  • Omar Tahri,
  • Erik Blasch and ,
  • Kannappan Palaniappan and
  • Hadi AliAkbarpour
  • + 1 author+ 0 author

24 November 2024

In this paper, we present EC-WAMI, the first successful application of neuromorphic event cameras (ECs) for Wide-Area Motion Imagery (WAMI) and Remote Sensing (RS), showcasing their potential for advancing Structure-from-Motion (SfM) and 3D reconstru...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
1 Citations
1,183 Views
27 Pages

12 February 2026

This study aimed to explore the feasibility of using OpenCap with a lab-based multi-camera motion capture (MOCAP) system and to evaluate the influence of camera configurations on the trunk and lower-limb kinematic accuracy for athletic movements. Six...

(This article belongs to the Section Biomedical Engineering)
  • Article
  • Open Access
353 Views
20 Pages

11 September 2026

Quantitative motion analysis is important for understanding the characteristics of climbing movement and for providing objective feedback in sport climbing. Although optical motion capture systems can measure three-dimensional body motion with high a...

(This article belongs to the Special Issue Data-Driven Insights: Intelligent Sensors and Technology in Sports Science)
  • Article
  • Open Access
50 Citations
9,402 Views
22 Pages

9 August 2017

Accurate tracking and modeling of internal and external respiratory motion in the thoracic and abdominal regions of a human body is a highly discussed topic in external beam radiotherapy treatment. Errors in target/normal tissue delineation and dose...

(This article belongs to the Special Issue Optical Methods in Sensing and Imaging for Medical and Biological Applications)
  • Article
  • Open Access
274 Views
26 Pages

23 August 2026

Monocular camera relocalization recovers a six-degree-of-freedom pose from one RGB image, but direct absolute pose regression typically predicts translation and rotation from one terminal representation. We propose Decoupled SwinPose, a hierarchical...

(This article belongs to the Topic Transformer and Deep Learning Applications in Image Processing, 2nd Edition)
  • Article
  • Open Access
21 Citations
7,931 Views
18 Pages

Comparison between Full Body Motion Recognition Camera Interaction and Hand Controllers Interaction used in Virtual Reality Exposure Therapy for Acrophobia

  • Iakovos Kritikos,
  • Chara Zoitaki,
  • Giannis Tzannetos,
  • Anxhelino Mehmeti and ,
  • Marilina Douloudi,
  • George Nikolaou,
  • Giorgos Alevizopoulos and
  • Dimitris Koutsouris
  • + 3 authors+ 0 author

25 February 2020

Virtual Reality has already been proven as a useful supplementary treatment tool for anxiety disorders. However, no specific technological importance has been given so far on how to apply Virtual Reality with a way that properly stimulates the phobic...

(This article belongs to the Special Issue New Trends in Psychophysiology and Mental Health)
  • Article
  • Open Access
2 Citations
1,692 Views
23 Pages

13 May 2025

Time-of-flight (ToF) 3D cameras can obtain a real-time point cloud of human respiratory motion in medical robot scenes. Through this point cloud, real-time displacement information can be provided for the medical robot to avoid the robot injuring the...

(This article belongs to the Special Issue 3D Reconstruction with RGB-D Cameras and Multi-sensors)
  • Systematic Review
  • Open Access
168 Citations
25,345 Views
27 Pages

Accuracy, Validity, and Reliability of Markerless Camera-Based 3D Motion Capture Systems versus Marker-Based 3D Motion Capture Systems in Gait Analysis: A Systematic Review and Meta-Analysis

  • Sofia Scataglini,
  • Eveline Abts,
  • Cas Van Bocxlaer,
  • Maxime Van den Bussche and ,
  • Sara Meletani and
  • Steven Truijen
  • + 1 author+ 0 author

6 June 2024

(1) Background: Marker-based 3D motion capture systems (MBS) are considered the gold standard in gait analysis. However, they have limitations for which markerless camera-based 3D motion capture systems (MCBS) could provide a solution. The aim of thi...

(This article belongs to the Section Environmental Sensing)
  • Systematic Review
  • Open Access
22 Citations
6,801 Views
20 Pages

A Systematic Review of the Accuracy, Validity, and Reliability of Markerless Versus Marker Camera-Based 3D Motion Capture for Industrial Ergonomic Risk Analysis

  • Sofia Scataglini,
  • Eugenia Fontinovo,
  • Nouran Khafaga,
  • Muhammad Ubaidullah Khan and ,
  • Muhammad Faizan Khan and
  • Steven Truijen
  • + 1 author+ 0 author

4 September 2025

Ergonomic risk assessment is crucial for preventing work-related musculoskeletal disorders (WMSDs), which often arise from repetitive tasks, prolonged sitting, and load handling, leading to absenteeism and increased healthcare costs. Biomechanical ri...

(This article belongs to the Section Sensors and Robotics)
  • Article
  • Open Access
5 Citations
3,972 Views
19 Pages

Deep Ego-Motion Classifiers for Compound Eye Cameras

  • Hwiyeon Yoo,
  • Geonho Cha and
  • Songhwai Oh

29 November 2019

Compound eyes, also known as insect eyes, have a unique structure. They have a hemispheric surface, and a lot of single eyes are deployed regularly on the surface. Thanks to this unique form, using the compound images has several advantages, such as...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
3 Citations
2,758 Views
12 Pages

In-Orbit Image Motion Compensation Technology for Long-Integration Time Space Cameras Using a Two-Axis Pointing Platform

  • Xin Che,
  • Chunhui Hu,
  • Xinda Qi,
  • Zelong Ma and ,
  • Wenxian Li,
  • Haipeng Niu and
  • Changxiang Yan
  • + 2 authors+ 0 author

2 July 2024

Space cameras play a pivotal role in various fields, such as astronomical exploration. When operating in orbit, these cameras encounter the relative motion between the target and the camera during the exposure, resulting in image motion, which affect...

  • Article
  • Open Access
2 Citations
2,461 Views
14 Pages

17 March 2021

This paper introduces a continuous-time fast motion estimation framework using high frame-rate cameras. To recover the high-speed motions trajectory, we inherent the bundle adjustment using a different frame-rate strategy. Based on the optimized traj...

  • Article
  • Open Access
6 Citations
4,159 Views
18 Pages

Camera Motion Agnostic Method for Estimating 3D Human Poses

  • Seong Hyun Kim,
  • Sunwon Jeong,
  • Sungbum Park and
  • Ju Yong Chang

19 October 2022

Although the performance of 3D human pose and shape estimation methods has improved considerably in recent years, existing approaches typically generate 3D poses defined in a camera or human-centered coordinate system. This makes it difficult to esti...

(This article belongs to the Special Issue Computer Vision in Human Analysis: From Face and Body to Clothes)
  • Article
  • Open Access
6 Citations
3,513 Views
15 Pages

Insights into Batch Selection for Event-Camera Motion Estimation

  • Juan L. Valerdi,
  • Chiara Bartolozzi and
  • Arren Glover

3 April 2023

Event cameras measure scene changes with high temporal resolutions, making them well-suited for visual motion estimation. The activation of pixels results in an asynchronous stream of digital data (events), which rolls continuously over time without...

(This article belongs to the Topic Applied Computer Vision and Pattern Recognition: 2nd Edition)
  • Article
  • Open Access
7 Citations
6,367 Views
18 Pages

2 March 2016

Compressive sensing (CS) theory has opened up new paths for the development of signal processing applications. Based on this theory, a novel single pixel camera architecture has been introduced to overcome the current limitations and challenges of tr...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
14 Citations
9,276 Views
14 Pages

17 October 2016

Visual odometry estimates the ego-motion of an agent (e.g., vehicle and robot) using image information and is a key component for autonomous vehicles and robotics. This paper proposes a robust and precise method for estimating the 6-DoF ego-motion, u...

(This article belongs to the Special Issue Sensors for Autonomous Road Vehicles)
  • Article
  • Open Access
14 Citations
5,366 Views
20 Pages

Fingertip Gestures Recognition Using Leap Motion and Camera for Interaction with Virtual Environment

  • Inam Ur Rehman,
  • Sehat Ullah,
  • Dawar Khan,
  • Shah Khalid and ,
  • Aftab Alam,
  • Gul Jabeen,
  • Ihsan Rabbi,
  • Haseeb Ur Rahman,
  • Numan Ali and
  • Sangeen Khan
  • + 7 authors+ 2 authors

24 November 2020

The emergence in computing and the latest hardware technologies realized the use of natural interaction with computers. Gesture-based interaction is one of the prominent fields of natural interactions. The recognition and application of hand gestures...

(This article belongs to the Section Computer Science & Engineering)
  • Article
  • Open Access
27 Citations
5,062 Views
18 Pages

21 August 2018

Since deformation estimation may lead to errors occurring when the camera vibrates, it is necessary to remove the image global motion before computing real bridge deformation. In this study, a combination of image motion correction algorithm and 2D i...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
8 Citations
2,194 Views
17 Pages

Enhancing Weigh-in-Motion Systems Accuracy by Considering Camera-Captured Wheel Oscillations

  • Moritz P. M. Hagmanns,
  • Serge Lamberty,
  • Adrian Fazekas and
  • Markus Oeser

20 December 2024

Weigh-in-motion (WIM) systems aim to estimate a vehicle’s weight by measuring static wheel loads as it passes at highway speed over roadway-embedded sensors. Vehicle oscillations and the resulting dynamic load components are critical factors af...

(This article belongs to the Section Vehicular Sensing)
  • Article
  • Open Access
5 Citations
4,201 Views
15 Pages

25 August 2022

Recent years have witnessed tremendous advances in clouding gaming. To alleviate the bandwidth pressure due to transmissions of high-quality cloud gaming videos, this paper optimized existing video codecs with deep learning networks to reduce the bit...

(This article belongs to the Special Issue Computer Vision and Pattern Recognition Based on Deep Learning)
  • Article
  • Open Access
4 Citations
1,880 Views
13 Pages

Proof of Concept and Validation of Single-Camera AI-Assisted Live Thumb Motion Capture

  • Huy G. Dinh,
  • Joanne Y. Zhou,
  • Adam Benmira,
  • Deborah E. Kenney and
  • Amy L. Ladd

26 July 2025

Motion analysis can be useful for multiplanar analysis of hand kinematics. The carpometacarpal (CMC) joint has been traditionally difficult to capture with surface-based motion analysis but is the most commonly arthritic joint of the hand and is of p...

(This article belongs to the Special Issue Smart Sensor Technologies for Accurate Movement Monitoring and Connectivity)
  • Article
  • Open Access
2,418 Views
11 Pages

23 November 2023

When exercise instructions are provided over the Internet, such as in online personal training, an instructor checks the user’s form by watching their motion video recorded using a single camera device. However, fixed shooting angles may affect...

(This article belongs to the Special Issue Physical Therapy and Rehabilitation Support of the Elderly and People with Disabilities)
  • Article
  • Open Access
2 Citations
2,018 Views
21 Pages

25 December 2024

Motivation. The visual tracking of patients with specific adverse conditions such as epileptic seizures is an important task related to the prevention of unwanted medical situations and events. Previously, we have developed algorithms for contactless...

  • Article
  • Open Access
3 Citations
3,722 Views
23 Pages

23 January 2023

Reconstructing sphere motion is an essential part of indoor screen-based ball sports. Current sphere recognition techniques require expensive high-precision equipment and complex field deployment, which limits the application of these techniques. Thi...

  • Article
  • Open Access
1 Citations
1,352 Views
21 Pages

Expectation–Maximization Method for RGB-D Camera Calibration with Motion Capture System

  • Jianchu Lin,
  • Guangxiao Du,
  • Yugui Zhang,
  • Yiyan Zhao and ,
  • Qian Xie,
  • Jian Yao and
  • Ashim Khadka
  • + 2 authors+ 0 author

12 February 2026

Camera calibration is an essential research direction in photonics and computer vision. It achieves the standardization of camera data by using intrinsic and extrinsic parameters. Recently, RGB-D cameras have been an important device by supplementing...

(This article belongs to the Special Issue Next-Generation Optical Transmission Systems: Breakthroughs, Technologies, and Emerging Frontiers)
  • Article
  • Open Access
4 Citations
8,262 Views
18 Pages

Unscented Kalman Filtering for Single Camera Based Motion and Shape Estimation

  • Dah-Jing Jwo,
  • Chien-Hao Tseng,
  • Jen-Chu Liu and
  • Hsien-Der Lee

25 July 2011

Accurate estimation of the motion and shape of a moving object is a challenging task due to great variety of noises present from sources such as electronic components and the influence of the external environment, etc. To alleviate the noise, the fil...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
19 Citations
6,218 Views
19 Pages

6 July 2021

Both physiological and neurological mechanisms are reflected in pupillary rhythms via neural pathways between the brain and pupil nerves. This study aims to interpret the phenomenon of motion sickness such as fatigue, anxiety, nausea and disorientati...

(This article belongs to the Section Sensing and Imaging)
  • Article
  • Open Access
9 Citations
3,413 Views
28 Pages

The Design of Cone and Pendulum Scanning Mode Using Dual-Camera with Multi-Dimensional Motion Imaging Micro-Nanosatellite

  • Zheng Zhi,
  • Hongsong Qu,
  • Shuping Tao,
  • Liangliang Zheng and ,
  • Shipeng Ying and
  • Heqian Zhu
  • + 1 author+ 0 author

15 September 2022

This paper focuses on the design of a new optical cone and pendulum scanning imaging mode for micro-nanosatellites. This kind of satellite uses a high-resolution camera with a small imaging plane to achieve high-resolution and ultra-wide coverage ima...

  • Article
  • Open Access
14 Citations
6,543 Views
20 Pages

12 December 2019

Measurement of stress levels from an in-service structure can provide important and useful information regarding the current state of a structure. The stress relaxation method (SRM) is the most conventional and practical method, which has been widely...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
7 Citations
7,488 Views
21 Pages

30 April 2024

Motion object detection (MOD) with freely moving cameras is a challenging task in computer vision. To extract moving objects, most studies have focused on the difference in motion features between foreground and background, which works well for dynam...

(This article belongs to the Section Sensing and Imaging)
  • Article
  • Open Access
11 Citations
5,659 Views
15 Pages

7 November 2024

Recent progress in hand gesture recognition has introduced several natural and intuitive approaches to drone control. However, effectively maneuvering drones in complex environments remains challenging. Drone movements are governed by four independen...

(This article belongs to the Section Aerospace Science and Engineering)
  • Article
  • Open Access
45 Citations
12,153 Views
44 Pages

Is Markerless More or Less? Comparing a Smartphone Computer Vision Method for Equine Lameness Assessment to Multi-Camera Motion Capture

  • Felix Järemo Lawin,
  • Anna Byström,
  • Christoffer Roepstorff,
  • Marie Rhodin and ,
  • Mattias Almlöf,
  • Mudith Silva,
  • Pia Haubro Andersen,
  • Hedvig Kjellström and
  • Elin Hernlund
  • + 4 authors+ 0 author

24 January 2023

Computer vision is a subcategory of artificial intelligence focused on extraction of information from images and video. It provides a compelling new means for objective orthopaedic gait assessment in horses using accessible hardware, such as a smartp...

(This article belongs to the Special Issue Equine Gait Analysis: Translating Science into Practice)
  • Article
  • Open Access
9 Citations
5,334 Views
22 Pages

With the ongoing development of automated driving systems, the crucial task of predicting pedestrian behavior is attracting growing attention. The prediction of future pedestrian trajectories from the ego-vehicle camera perspective is particularly ch...

(This article belongs to the Special Issue Deep Learning and Applications)

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