Konstantinos Papoutsakis

Computer Science · Physical Sciences

9h-index647citations41works1.52yr avg
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Research Topics

Human Pose and Action Recognition(12), Context-Aware Activity Recognition Systems(6), Multimodal Machine Learning Applications(6), Video Surveillance and Tracking Methods(4), Domain Adaptation and Few-Shot Learning(4)

Publications41 total

Understanding Multimodal Complementarity for Single-Frame Action Anticipation
ArXiv.org·2026Open Access
Understanding Multimodal Complementarity for Single-Frame Action Anticipation
arXiv (Cornell University)·2026Open Access
A vision-based framework and dataset for human behavior understanding in industrial assembly lines
Computer Vision and Image Understanding·2025· 1 citedOpen Access
Action Anticipation at a Glimpse: To What Extent Can Multimodal Cues Replace Video?
arXiv (Cornell University)·2025Open Access
Non-invasive stress detection using body posture and motion analysis with deep neural networks
2025
Recognizing Unseen States of Unknown Objects by Leveraging Knowledge Graphs
2025· 1 cited
Non-Invasive Stress Detection Using Body Posture and Motion Analysis with Deep Neural Networks
SSRN Electronic Journal·2025Open Access
A Vision-Based Framework for Human Behavior Understanding in Industrial Assembly Lines
Lecture notes in computer science·2025· 3 cited
Enabling Visual Intelligence by Leveraging Visual Object States in a Neurosymbolic Framework
Lecture notes in computer science·2024
A vision-based framework for human behavior understanding in industrial assembly lines
arXiv (Cornell University)·2024Open Access
LLM-aided Knowledge Graph construction for Zero-Shot Visual Object State Classification
2024· 4 cited
Anticipating Object State Changes in Long Procedural Videos
arXiv (Cornell University)·2024Open Access
Fusing Domain-Specific Content from Large Language Models into Knowledge Graphs for Enhanced Zero Shot Object State Classification
Proceedings of the AAAI Symposium Series·2024· 7 citedOpen Access
Exploring the Impact of Knowledge Graphs on Zero-Shot Visual Object State Classification
2024· 5 citedOpen Access
VLMAH: Visual-Linguistic Modeling of Action History for Effective Action Anticipation
2023· 7 cited
Complexity based investigation in collaborative assembly scenarios via non intrusive techniques
Procedia Computer Science·2023· 2 citedOpen Access
Graphing the Future: Activity and Next Active Object Prediction using Graph-based Activity Representations
arXiv (Cornell University)·2022Open Access
sustAGE User Postures & Actions Monitoring dataset
2022Open Access
sustAGE User Postures & Actions Monitoring dataset
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
Detection of Physical Strain and Fatigue in Industrial Environments Using Visual and Non-Visual Low-Cost Sensors
Technologies·2022· 13 citedOpen Access
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Frequent Co-authors

Antonis Argyros(30), Maria Pateraki(9), Victoria Manousaki(7), Manolis Lourakis(6), Filippos Gouidis(6), Dimitris Plexousakis(6), Michail Maniadakis(5), Thodoris Papadopoulos(5), Iraklis Varlamis(5), Konstantinos Bacharidis(5), Damien Michel(4), Ammar Qammaz(4), David Fischinger(3), Peter Mayer(3), Paul Panek(3), Astrid Weiss(3), Markus Vincze(3), Michalis Foukarakis(3), Ilia Adami(3), Asterios Leonidis(3)