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ORCIDVitor F. Rey
Vítor Fortes Rey
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2020 – today
- 2026
[j16]Vítor Fortes Rey
, Pedro Martelleto Bressane Rezende, Bo Zhou, Sungho Suh, Paul Lukowicz:
COA-HAR: Exploring contrastive online test-time adaptation for wearable sensor-based human activity recognition using sensor data augmentation. Expert Syst. Appl. 297: 129288 (2026)- 2025
- [b1]Vítor Fortes Rey:
Generating Representations for Human Activity Recognition. Kaiserslautern University of Technology, Germany, 2025 - [j15]Dhruv Aditya Mittal, Vítor Fortes Rey, Hymalai Bello, Paul Lukowicz, Sungho Suh:
PACL+: Online continual learning using proxy-anchor and contrastive loss with Gaussian replay for sensor-based human activity recognition. Expert Syst. Appl. 292: 128603 (2025) - [j14]Lala Shakti Swarup Ray, Lars Krupp, Vítor Fortes Rey, Bo Zhou, Sungho Suh, Paul Lukowicz:
TxP: Reciprocal Generation of Ground Pressure Dynamics and Activity Descriptions for Improving Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 9(2): 46:1-46:32 (2025) - [j13]Stephen Fox, Vítor Fortes Rey:
Thrifty World Models for Applying Machine Learning in the Design of Complex Biosocial-Technical Systems. Mach. Learn. Knowl. Extr. 7(3): 83 (2025) - [j12]Mengxi Liu, Vítor Fortes Rey, Lala Shakti Swarup Ray, Bo Zhou, Paul Lukowicz:
Contrastive-representation IMU-based fitness activity recognition enhanced by bio-impedance sensing. Pervasive Mob. Comput. 110: 102047 (2025) - [j11]Bo Zhou, Daniel Geißler, Lala Shakti Swarup Ray, Vitor F. Rey, Sungho Suh, Sizhen Bian, Gesche Joost, Paul Lukowicz:
MoCaPose: Motion Capture with Textile-Integrated Capacitive Sensors A New Approach to Wearable Tracking. GetMobile Mob. Comput. Commun. 29(2): 10-14 (2025) - [c31]Harish Haresamudram, Chi Ian Tang, Megha Thukral, Vítor Fortes Rey, Sungho Suh, Bo Zhou, Paul Lukowicz, Thomas Plötz:
Generative AI and Foundation Models for Human Sensing (GenAI4HS). UbiComp Companion 2025: 873-876 - [c30]Francisco M. Calatrava-Nicolás, Lala Shakti Swarup Ray, Vítor Fortes Rey, Paul Lukowicz, Óscar Martínez Mozos:
FAME: Feature-Augmented Multi-View Ensemble Framework for Human Activity Recognition using Inertial Sensors. UbiComp Companion 2025: 964-969 - [c29]Yannick Werner, Jasmin Frkatovic, Vítor Fortes Rey, Matthias Tschöpe, Sungho Suh, Paul Lukowicz, Nikolaos Palaiodimopoulos, Maximilian Kiefer-Emmanouilidis:
DisQu: Investigating the Impact of Disorder in Quantum Generative Models. IJCNN 2025: 1-8 - [c28]Francisco M. Calatrava-Nicolás, Vítor Fortes Rey, Paul Lukowicz, Óscar Martínez Mozos:
Inertial Sensor-Based Hierarchical Contrastive Multi-View Learning for Human Activity Recognition. ISWC 2025: 106-112 - [c27]Sizhen Bian, Mengxi Liu, Vítor Fortes Rey, Daniel Geißler, Paul Lukowicz:
TinierHAR: Towards Ultra-Lightweight Deep Learning Models for Efficient Human Activity Recognition on Edge Devices. ISWC 2025: 163-169 - [c26]Francisco M. Calatrava-Nicolás, Shoko Miyauchi, Vítor Fortes Rey, Paul Lukowicz, Todor Stoyanov, Óscar Martínez Mozos:
Embedded Inter-Subject Variability in Adversarial Learning for Inertial Sensor-Based Human Activity Recognition. MLSP 2025: 1-6 - [c25]Stefan Gerd Fritsch, Cennet Oguz, Vítor Fortes Rey, Lala Shakti Swarup Ray, Maximilian Kiefer-Emmanouilidis, Paul Lukowicz:
MuJo: Multimodal Joint Feature Space Learning for Human Activity Recognition. PerCom 2025: 1-12 - [c24]Sizhen Bian, Vítor Fortes Rey, Siyu Yuan, Paul Lukowicz:
Collaborative Human Activity Recognition with Passive Inter-Body Electrostatic Field. PerCom Workshops 2025: 305-310 - [c23]Lala Shakti Swarup Ray, Vítor Fortes Rey, Bo Zhou, Paul Lukowicz, Sungho Suh:
ChairPose: Pressure-based Chair Morphology Grounded Sitting Pose Estimation through Simulation-Assisted Training. UIST 2025: 94:1-94:16 - [c22]Hamraz Javaheri, Vítor Fortes Rey, David Kariem Habusch, Jakob Karolus, Paul Lukowicz:
When AR Hinders Performance: The Hidden Costs of Video-See-Through Displays. VRST 2025: 89:1-89:11 - [i28]Sizhen Bian, Vítor Fortes Rey, Siyu Yuan, Paul Lukowicz:
Collaborative Human Activity Recognition with Passive Inter-Body Electrostatic Field. CoRR abs/2501.06940 (2025) - [i27]Dominique Nshimyimana, Vítor Fortes Rey, Sungho Suh, Bo Zhou, Paul Lukowicz:
PIM: Physics-Informed Multi-task Pre-training for Improving Inertial Sensor-Based Human Activity Recognition. CoRR abs/2503.17978 (2025) - [i26]Lala Shakti Swarup Ray, Lars Krupp, Vítor Fortes Rey, Bo Zhou, Sungho Suh, Paul Lukowicz:
TxP: Reciprocal Generation of Ground Pressure Dynamics and Activity Descriptions for Improving Human Activity Recognition. CoRR abs/2505.02052 (2025) - [i25]Matthias Tschöpe, Vítor Fortes Rey, Sogo Pierre Sanon, Paul Lukowicz, Nikolaos Palaiodimopoulos, Maximilian Kiefer-Emmanouilidis:
Boosting Classification with Quantum-Inspired Augmentations. CoRR abs/2506.22241 (2025) - [i24]Yannick Werner, Akash Malemath, Mengxi Liu, Vítor Fortes Rey, Nikolaos Palaiodimopoulos, Paul Lukowicz, Maximilian Kiefer-Emmanouilidis:
QuKAN: A Quantum Circuit Born Machine approach to Quantum Kolmogorov Arnold Networks. CoRR abs/2506.22340 (2025) - [i23]Janin Koch, Vítor Fortes Rey:
Combining Human-centred Explainability and Explainable AI. CoRR abs/2507.06751 (2025) - [i22]Sizhen Bian, Mengxi Liu, Vítor Fortes Rey, Daniel Geissler, Paul Lukowicz:
TinierHAR: Towards Ultra-Lightweight Deep Learning Models for Efficient Human Activity Recognition on Edge Devices. CoRR abs/2507.07949 (2025) - [i21]Lala Shakti Swarup Ray, Vítor Fortes Rey, Bo Zhou, Paul Lukowicz, Sungho Suh:
ChairPose: Pressure-based Chair Morphology Grounded Sitting Pose Estimation through Simulation-Assisted Training. CoRR abs/2508.01850 (2025) - [i20]Jasmin Frkatovic, Akash Malemath, Ivan Kankeu, Yannick Werner, Matthias Tschöpe, Vítor Fortes Rey, Sungho Suh, Paul Lukowicz, Nikolaos Palaiodimopoulos, Maximilian Kiefer-Emmanouilidis:
On the Generalization Limits of Quantum Generative Adversarial Networks with Pure State Generators. CoRR abs/2508.09844 (2025) - 2024
- [j10]Sungho Suh, Vítor Fortes Rey, Sizhen Bian, Yu-Chi Huang, Joze M. Rozanec, Hooman Tavakoli Ghinani, Bo Zhou, Paul Lukowicz:
Worker Activity Recognition in Manufacturing Line Using Near-Body Electric Field. IEEE Internet Things J. 11(7): 11554-11565 (2024) - [j9]Stephen Fox, Vítor Fortes Rey:
Representing Human Ethical Requirements in Hybrid Machine Learning Models: Technical Opportunities and Fundamental Challenges. Mach. Learn. Knowl. Extr. 6(1): 580-592 (2024) - [j8]Stephen Fox, Vítor Fortes Rey:
A Cognitive Load Theory (CLT) Analysis of Machine Learning Explainability, Transparency, Interpretability, and Shared Interpretability. Mach. Learn. Knowl. Extr. 6(3): 1494-1509 (2024) - [c21]Matthias Tschöpe, Stefan Gerd Fritsch, David Habusch, Vítor Fortes Rey, Agnes Grünerbl, Paul Lukowicz:
Evaluating Deep Learning Models for Posture and Movement Recognition During the ABCDE Protocol in Nurse Education. ABC 2024: 1-10 - [c20]Parham Zolfaghari, Vítor Fortes Rey, Lala Shakti Swarup Ray, Hyun Kim, Sungho Suh, Paul Lukowicz:
Sensor Data Augmentation from Skeleton Pose Sequences for Improving Human Activity Recognition. ABC 2024: 1-8 - [c19]Nikolaos Palaiodimopoulos, Vítor Fortes Rey, Matthias Tschöpe, Christina Jörg, Paul Lukowicz, Maximilian Kiefer-Emmanouilidis:
Quantum Inspired Image Augmentation Applicable to Waveguides and Optical Image Transfer Via Anderson Localization. ICASSP 2024: 116-120 - [c18]Vítor Fortes Rey, Lala Shakti Swarup Ray, Qingxin Xia, Kaishun Wu, Paul Lukowicz:
Enhancing Inertial Hand based HAR through Joint Representation of Language, Pose and Synthetic IMUs. ISWC 2024: 25-31 - [c17]Mengxi Liu, Vítor Fortes Rey, Yu Zhang, Lala Shakti Swarup Ray, Bo Zhou, Paul Lukowicz:
iMove: Exploring Bio-Impedance Sensing for Fitness Activity Recognition. PerCom 2024: 194-205 - [c16]Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Lars Krupp, Vítor Fortes Rey, Paul Lukowicz:
Text me the data: Generating Ground Pressure Sequence from Textual Descriptions for HAR. PerCom Workshops 2024: 461-464 - [c15]Stefan Gerd Fritsch, Federico Cruciani, Vítor Fortes Rey, Ian Cleland, Luke Nugent, Paul Lukowicz, Chris D. Nugent:
Hierarchical Zero-Shot Approach for Human Activity Recognition in Smart Homes. UCAmI 2024: 163-175 - [i19]Mengxi Liu, Vítor Fortes Rey, Yu Zhang, Lala Shakti Swarup Ray, Bo Zhou, Paul Lukowicz:
iMove: Exploring Bio-impedance Sensing for Fitness Activity Recognition. CoRR abs/2402.09445 (2024) - [i18]Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Lars Krupp, Vítor Fortes Rey, Paul Lukowicz:
Text me the data: Generating Ground Pressure Sequence from Textual Descriptions for HAR. CoRR abs/2402.14427 (2024) - [i17]Vítor Fortes Rey, Lala Shakti Swarup Ray, Qingxin Xia, Kaishun Wu, Paul Lukowicz:
Enhancing Inertial Hand based HAR through Joint Representation of Language, Pose and Synthetic IMUs. CoRR abs/2406.01316 (2024) - [i16]Stefan Gerd Fritsch, Cennet Oguz, Vítor Fortes Rey, Lala Shakti Swarup Ray, Maximilian Kiefer-Emmanouilidis, Paul Lukowicz:
MuJo: Multimodal Joint Feature Space Learning for Human Activity Recognition. CoRR abs/2406.03857 (2024) - [i15]Parham Zolfaghari, Vítor Fortes Rey, Lala Shakti Swarup Ray, Hyun Kim, Sungho Suh, Paul Lukowicz:
Sensor Data Augmentation from Skeleton Pose Sequences for Improving Human Activity Recognition. CoRR abs/2406.16886 (2024) - [i14]Stefan Fritsch, Matthias Tschöpe, Vítor Fortes Rey, Lars Krupp, Agnes Grünerbl, Eloise Monger, Sarah Travenna:
GenAI Assisting Medical Training. CoRR abs/2410.16164 (2024) - [i13]Daniel Geissler, Dominique Nshimyimana, Vítor Fortes Rey, Sungho Suh, Bo Zhou, Paul Lukowicz:
Beyond Confusion: A Fine-grained Dialectical Examination of Human Activity Recognition Benchmark Datasets. CoRR abs/2412.09037 (2024) - 2023
- [j7]Bo Zhou, Daniel Geissler, Marc Faulhaber, Clara Elisabeth Gleiss, Esther Friederike Zahn, Lala Shakti Swarup Ray, David Fosca Gamarra, Vítor Fortes Rey, Sungho Suh, Sizhen Bian, Gesche Joost, Paul Lukowicz:
MoCaPose: Motion Capturing with Textile-integrated Capacitive Sensors in Loose-fitting Smart Garments. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(1): 41:1-41:40 (2023) - [j6]Sungho Suh, Vítor Fortes Rey, Paul Lukowicz:
TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation. Knowl. Based Syst. 260: 110143 (2023) - [c14]Mengxi Liu, Bo Zhou, Zimin Zhao, Hyeonseok Hong, Hyun Kim, Sungho Suh, Vítor Fortes Rey, Paul Lukowicz:
FieldHAR: A Fully Integrated End-to-End RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors. ASAP 2023: 110-118 - [c13]Vítor Fortes Rey, Dominique Nshimyimana, Paul Lukowicz:
Don't freeze: Finetune encoders for better Self-Supervised HAR. UbiComp/ISWC Adjunct 2023: 195-196 - [c12]Si Zuo, Vítor Fortes Rey, Sungho Suh, Stephan Sigg, Paul Lukowicz:
Unsupervised Diffusion Model for Sensor-based Human Activity Recognition. UbiComp/ISWC Adjunct 2023: 205 - [i12]Mengxi Liu, Bo Zhou, Zimin Zhao, Hyeonseok Hong, Hyun Kim, Sungho Suh, Vítor Fortes Rey, Paul Lukowicz:
FieldHAR: A Fully Integrated End-to-end RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors. CoRR abs/2305.12824 (2023) - [i11]Si Zuo, Vítor Fortes Rey, Sungho Suh, Stephan Sigg, Paul Lukowicz:
Unsupervised Statistical Feature-Guided Diffusion Model for Sensor-based Human Activity Recognition. CoRR abs/2306.05285 (2023) - [i10]Vítor Fortes Rey, Dominique Nshimyimana, Paul Lukowicz:
Don't freeze: Finetune encoders for better Self-Supervised HAR. CoRR abs/2307.01168 (2023) - [i9]Lala Shakti Swarup Ray, Vítor Fortes Rey, Bo Zhou, Sungho Suh, Paul Lukowicz:
PressureTransferNet: Human Attribute Guided Dynamic Ground Pressure Profile Transfer using 3D simulated Pressure Maps. CoRR abs/2308.00538 (2023) - [i8]Sungho Suh, Vítor Fortes Rey, Sizhen Bian, Yu-Chi Huang, Joze M. Rozanec, Hooman Tavakoli Ghinani, Bo Zhou, Paul Lukowicz:
Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field. CoRR abs/2308.03514 (2023) - [i7]Dominique Nshimyimana, Vítor Fortes Rey, Paul Lukowicz:
Contrastive Left-Right Wearable Sensors (IMUs) Consistency Matching for HAR. CoRR abs/2311.12674 (2023) - 2022
- [j5]Bo Zhou, Sungho Suh, Vítor Fortes Rey, Carlos Andres Velez Altamirano, Paul Lukowicz:
Quali-Mat: Evaluating the Quality of Execution in Body-Weight Exercises with a Pressure Sensitive Sports Mat. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(2): 89:1-89:45 (2022) - [c11]Vítor Fortes Rey, Sungho Suh, Paul Lukowicz:
Learning from the Best: Contrastive Representations Learning Across Sensor Locations for Wearable Activity Recognition. ISWC 2022: 28-32 - [c10]Sungho Suh, Vítor Fortes Rey, Paul Lukowicz:
Adversarial Deep Feature Extraction Network for User Independent Human Activity Recognition. PerCom 2022: 217-226 - [i6]Sungho Suh, Vítor Fortes Rey, Paul Lukowicz:
TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation. CoRR abs/2209.09092 (2022) - [i5]Vítor Fortes Rey, Sungho Suh, Paul Lukowicz:
Learning from the Best: Contrastive Representations Learning Across Sensor Locations for Wearable Activity Recognition. CoRR abs/2210.01459 (2022) - [i4]Sizhen Bian, Vítor Fortes Rey, Siyu Yuan, Paul Lukowicz:
The Contribution of Human Body Capacitance/Body-Area Electric Field To Individual and Collaborative Activity Recognition. CoRR abs/2210.14794 (2022) - 2021
- [j4]Mathias Ciliberto, Vítor Fortes Rey, Alberto Calatroni, Paul Lukowicz, Daniel Roggen:
Opportunity++: A Multimodal Dataset for Video- and Wearable, Object and Ambient Sensors-Based Human Activity Recognition. Frontiers Comput. Sci. 3: 792065 (2021) - [j3]Gernot Bahle, Vítor Fortes Rey, Sizhen Bian, Hymalai Bello, Paul Lukowicz:
Using Privacy Respecting Sound Analysis to Improve Bluetooth Based Proximity Detection for COVID-19 Exposure Tracing and Social Distancing. Sensors 21(16): 5604 (2021) - [c9]Sizhen Bian, Siyu Yuan, Vítor Fortes Rey, Paul Lukowicz:
Using Human Body Capacitance Sensing to Monitor Leg Motion Dominated Activities with a Wrist Worn Device. ABC 2021: 81-94 - [d1]Mathias Ciliberto, Vítor Fortes Rey, Alberto Calatroni, Paul Lukowicz, Daniel Roggen:
Opportunity ++: A Multimodal Dataset for Video- and Wearable, Object and Ambient Sensors-based Human Activity Recognition. IEEE DataPort, 2021
- [i3]Sungho Suh, Vítor Fortes Rey, Paul Lukowicz:
Adversarial Deep Feature Extraction Network for User Independent Human Activity Recognition. CoRR abs/2110.12163 (2021) - 2020
- [i2]Vítor Fortes Rey, Kamalveer Kaur Garewal, Paul Lukowicz:
Yet it moves: Learning from Generic Motions to Generate IMU data from YouTube videos. CoRR abs/2011.11600 (2020)
2010 – 2019
- 2019
- [c8]Vítor Fortes Rey, Peter Hevesi, Onorina Kovalenko, Paul Lukowicz:
Let there be IMU data: generating training data for wearable, motion sensor based activity recognition from monocular RGB videos. UbiComp/ISWC Adjunct 2019: 699-708 - [c7]Aziret Satybaldiev, Peter Hevesi, Marco Hirsch, Vítor Fortes Rey, Paul Lukowicz:
CoAT: a web-based, collaborative annotation tool. UbiComp/ISWC Adjunct 2019: 814-818 - [c6]Sizhen Bian, Vitor F. Rey, Peter Hevesi, Paul Lukowicz:
Passive Capacitive based Approach for Full Body Gym Workout Recognition and Counting. PerCom 2019: 1-10 - [c5]Sizhen Bian, Vitor F. Rey, Junaid Younas, Paul Lukowicz:
Wrist-Worn Capacitive Sensor for Activity and Physical Collaboration Recognition. PerCom Workshops 2019: 261-266 - 2017
- [j2]Vitor F. Rey, Paul Lukowicz:
Label Propagation: An Unsupervised Similarity Based Method for Integrating New Sensors in Activity Recognition Systems. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 94:1-94:24 (2017) - [i1]David Bannach, Martin Jänicke, Vitor F. Rey, Sven Tomforde, Bernhard Sick, Paul Lukowicz:
Self-Adaptation of Activity Recognition Systems to New Sensors. CoRR abs/1701.08528 (2017) - 2016
- [c4]Renan Maffei, Vitor A. M. Jorge, Vitor F. Rey, Mariana Luderitz Kolberg, Edson Prestes:
Long-term place recognition using multi-level words of spatial densities. IROS 2016: 3269-3274 - 2015
- [c3]Renan Maffei, Vitor A. M. Jorge, Vitor F. Rey, Mariana Luderitz Kolberg, Edson Prestes e Silva Jr.:
Fast Monte Carlo Localization using spatial density information. ICRA 2015: 6352-6358 - [c2]Renan Maffei, Vitor A. M. Jorge, Vitor F. Rey, Guilherme Schvarcz Franco, Mariane Giambastiani, Jessica Barbosa, Mariana Luderitz Kolberg, Edson Prestes:
Using n-grams of spatial densities to construct maps. IROS 2015: 3850-3855 - 2013
- [j1]Michael Arndt, Sebastian Wille, Luiza de Souza, Vítor Fortes Rey, Norbert Wehn, Karsten Berns:
Performance evaluation of ambient services by combining robotic frameworks and a smart environment platform. Robotics Auton. Syst. 61(11): 1173-1185 (2013) - 2011
- [c1]Gabriel M. Torres, Alexandre Lorenzatti, Vitor F. Rey, Rafael P. da Rocha, Mara Abel:
Collaborative Construction of Visual Domain Ontologies Using Metadata Based on Foundational Ontologies. ONTOBRAS-MOST 2011: 201-206
Coauthor Index
[j16] [j15] [j14] [j12] [j11] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [i28] [i27] [i26] [i25] [i24] [i22] [i21] [i20] [j10] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [i19] [i18] [i17] [i16] [i15] [i13] [j7] [j6] [c14] [c13] [c12] [i12] [i11] [i10] [i9] [i8] [i7] [j5] [c11] [c10] [i6] [i5] [i4] [j4] [j3] [c9] [d1] [i3] [i2] [c8] [c7] [c6] [c5] [j2] [i1]
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