Konstantinos Makantasis

91 papers A 2B 11C 5Misc 2Journal 46Unranked 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhancing Object Detection with Privileged Information: A Model-Agnostic Teacher-Student Approach.
CoRR
Matthias Bartolo, Dylan Seychell, Gabriel Hili, Matthew Montebello, Carl James Debono, Saviour Formosa, Konstantinos Makantasis
2026 J jnl
Litter detection from aerial imagery: a review of UAV-based approaches and deep learning techniques.
Multim. Tools Appl.
Matthias Bartolo, Gabriel Hili, Dylan Seychell, Matthew Montebello, Carl J. Debono, Saviour Formosa, Konstantinos Makantasis
2025 — conf
Dynamic Ensembles Towards Out-of-Distribution Generalization of Affect Models.
ICANN (1)
Sean Vella Caruana, Athanasios Papathanasiou, Konstantinos Makantasis
2025 — conf
Learning Using Privileged Information for Litter Detection.
EUVIP
Matthias Bartolo, Konstantinos Makantasis, Dylan Seychell
2025 J jnl
Learning Using Privileged Information for Litter Detection.
CoRR
Matthias Bartolo, Konstantinos Makantasis, Dylan Seychell
2025 B conf
Privileged Contrastive Pretraining for Multimodal Affect Modelling.
ICMI
Kosmas Pinitas, Konstantinos Makantasis, Georgios N. Yannakakis
2025 J jnl
Privileged Contrastive Pretraining for Multimodal Affect Modelling.
CoRR
Kosmas Pinitas, Konstantinos Makantasis, Georgios N. Yannakakis
2024 — conf
Across-Game Engagement Modelling via Few-Shot Learning.
ECCV Workshops (2)
Kosmas Pinitas, Konstantinos Makantasis, Georgios N. Yannakakis
2024 J jnl
Across-Game Engagement Modelling via Few-Shot Learning.
CoRR
Kosmas Pinitas, Konstantinos Makantasis, Georgios N. Yannakakis
2024 — conf
BehAVE: Behaviour Alignment of Video Game Encodings.
ECCV Workshops (2)
Nemanja Rasajski, Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2024 J jnl
From the Lab to the Wild: Affect Modeling Via Privileged Information.
IEEE Trans. Affect. Comput.
Konstantinos Makantasis, Kosmas Pinitas, Antonios Liapis, Georgios N. Yannakakis
2024 J jnl
GameVibe: A Multimodal Affective Game Corpus.
CoRR
Matthew Barthet, Maria Kaselimi, Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2024 J jnl
Learning using privileged information for segmenting tumors on digital mammograms.
CoRR
Ioannis N. Tzortzis, Konstantinos Makantasis, Ioannis Rallis, Nikolaos Bakalos, Anastasios Doulamis, Nikolaos Doulamis
2024 J jnl
Simulator-Free Visual Domain Randomization via Video Games.
CoRR
Chintan Trivedi, Nemanja Rasajski, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2024 B conf
Varying the Context to Advance Affect Modelling: A Study on Game Engagement Prediction.
ACII
Kosmas Pinitas, Nemanja Rasajski, Matthew Barthet, Maria Kaselimi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2023 J jnl
From the Lab to the Wild: Affect Modeling via Privileged Information.
CoRR
Konstantinos Makantasis, Kosmas Pinitas, Antonios Liapis, Georgios N. Yannakakis
2023 J jnl
Graph-Based Semi-Supervised Learning With Tensor Embeddings for Hyperspectral Data Classification.
IEEE Access
Ioannis Georgoulas, Eftychios Protopapadakis, Konstantinos Makantasis, Dylan Seychell, Anastasios Doulamis, Nikolaos Doulamis
2023 — conf
Knowing Your Annotator: Rapidly Testing the Reliability of Affect Annotation.
ACIIW
Matthew Barthet, Chintan Trivedi, Kosmas Pinitas, Emmanouil Xylakis, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2023 J jnl
Knowing Your Annotator: Rapidly Testing the Reliability of Affect Annotation.
CoRR
Matthew Barthet, Chintan Trivedi, Kosmas Pinitas, Emmanouil Xylakis, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2023 B conf
Predicting Player Engagement in Tom Clancy's The Division 2: A Multimodal Approach via Pixels and Gamepad Actions.
ICMI
Kosmas Pinitas, David Renaudie, Mike Thomsen, Matthew Barthet, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2023 J jnl
Predicting Player Engagement in Tom Clancy's The Division 2: A Multimodal Approach via Pixels and Gamepad Actions.
CoRR
Kosmas Pinitas, David Renaudie, Mike Thomsen, Matthew Barthet, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2023 — conf
Tensor-based embedding for graph-based semi-supervised approaches.
PETRA
Ioannis Georgoulas, Eftychios Protopapadakis, Konstantinos Makantasis, Anastasios D. Doulamis
2023 J jnl
The Pixels and Sounds of Emotion: General-Purpose Representations of Arousal in Games.
IEEE Trans. Affect. Comput.
Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2023 — conf
Towards General Game Representations: Decomposing Games Pixels into Content and Style.
BMVC Workshop
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2023 J jnl
Towards General Game Representations: Decomposing Games Pixels into Content and Style.
CoRR
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2022 B conf
Automatic Inspection of Cultural Monuments Using Deep and Tensor-Based Learning on Hyperspectral Imagery.
ICIP
Ioannis N. Tzortzis, Ioannis Rallis, Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2022 J jnl
Automatic inspection of cultural monuments using deep and tensor-based learning on hyperspectral imagery.
CoRR
Ioannis N. Tzortzis, Ioannis Rallis, Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2022 C conf
Game State Learning via Game Scene Augmentation.
FDG
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2022 J jnl
Game State Learning via Game Scene Augmentation.
CoRR
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2022 C conf
Learning Task-Independent Game State Representations from Unlabeled Images.
CoG
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2022 J jnl
Learning Task-Independent Game State Representations from Unlabeled Images.
CoRR
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2022 — conf
Multi-property Tensor-Based Learning for Abnormal Event Detection.
ISVC (1)
Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis, Konstantinos Makantasis
2022 J jnl
RankNEAT: Outperforming Stochastic Gradient Search in Preference Learning Tasks.
CoRR
Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2022 A conf
RankNEAT: outperforming stochastic gradient search in preference learning tasks.
GECCO
Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2022 J jnl
Revisiting lp-constrained Softmax Loss: A Comprehensive Study.
CoRR
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2022 B conf
Supervised Contrastive Learning for Affect Modelling.
ICMI
Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2022 J jnl
Supervised Contrastive Learning for Affect Modelling.
CoRR
Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2022 — conf
The Invariant Ground Truth of Affect.
ACIIW
Konstantinos Makantasis, Kosmas Pinitas, Antonios Liapis, Georgios N. Yannakakis
2022 J jnl
The Invariant Ground Truth of Affect.
CoRR
Konstantinos Makantasis, Kosmas Pinitas, Antonios Liapis, Georgios N. Yannakakis
2021 — conf
AffRankNet+: Ranking Affect Using Privileged Information.
ACII (Workshops and Demos)
Konstantinos Makantasis
2021 J jnl
AffRankNet+: Ranking Affect Using Privileged Information.
CoRR
Konstantinos Makantasis
2021 B conf
Privileged Information for Modeling Affect In The Wild.
ACII
Konstantinos Makantasis, David Melhart, Antonios Liapis, Georgios N. Yannakakis
2021 J jnl
Privileged Information for Modeling Affect In The Wild.
CoRR
Konstantinos Makantasis, David Melhart, Antonios Liapis, Georgios N. Yannakakis
2021 J jnl
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification.
IEEE Access
Konstantinos Makantasis, Alexandros Georgogiannis, Athanasios Voulodimos, Ioannis Georgoulas, Anastasios D. Doulamis, Nikolaos Doulamis
2021 J jnl
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification.
CoRR
Konstantinos Makantasis, Alexandros Georgogiannis, Athanasios Voulodimos, Ioannis Georgoulas, Anastasios D. Doulamis, Nikolaos Doulamis
2021 J jnl
The Pixels and Sounds of Emotion: General-Purpose Representations of Arousal in Games.
CoRR
Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2020 B conf
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification.
ICPR
Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Bakalos, Nikolaos Doulamis
2020 J jnl
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Recognition.
CoRR
Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Bakalos, Nikolaos Doulamis
2019 J jnl
A Deep Reinforcement Learning Driving Policy for Autonomous Road Vehicles.
CoRR
Konstantinos Makantasis, Maria Kontorinaki, Ioannis K. Nikolos
2019 J jnl
A Deep Reinforcement-Learning-based Driving Policy for Autonomous Road Vehicles.
CoRR
Konstantinos Makantasis, Maria Kontorinaki, Ioannis K. Nikolos
2019 J jnl
A Unified Novel Neural Network Approach and a Prototype Hardware Implementation for Ultra-Low Power EEG Classification.
IEEE Trans. Biomed. Circuits Syst.
Antonis Nikitakis, Konstantinos Makantasis, Nikolaos Tampouratzis, Ioannis Papaefstathiou
2019 Misc conf
Common Mode Patterns for Supervised Tensor Subspace Learning.
ICASSP
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2019 J jnl
Common Mode Patterns for Supervised Tensor Subspace Learning.
CoRR
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
2019 B conf
From Pixels to Affect: A Study on Games and Player Experience.
ACII
Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2019 J jnl
From Pixels to Affect: A Study on Games and Player Experience.
CoRR
Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
2019 C conf
Fusing Level and Ruleset Features for Multimodal Learning of Gameplay Outcomes.
CoG
Antonios Liapis, Daniel Karavolos, Konstantinos Makantasis, Konstantinos Sfikas, Georgios N. Yannakakis
2019 B conf
Hyperspectral Image Classification with Tensor-Based Rank-R Learning Models.
ICIP
Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Doulamis, Ioannis Georgoulas
2018 J jnl
Autonomous robotic system for tunnel structural inspection and assessment.
Int. J. Intell. Robotics Appl.
Konstantinos Loupos, Anastasios D. Doulamis, Christos Stentoumis, Eftychios Protopapadakis, Konstantinos Makantasis, Nikolaos D. Doulamis, Angelos Amditis, Philippe Chrobocinski, Juan G. Victores, Roberto Montero, Elisabeth Menendez, Carlos Balaguer, Rafa López, Miquel Cantero, Roman Navarro, Alberto Roncaglia, Luca Belsito, Stephanos Camarinopoulos, Nikos Komodakis, Praveer Singh
2018 J jnl
Data-Driven Background Subtraction Algorithm for In-Camera Acceleration in Thermal Imagery.
IEEE Trans. Circuits Syst. Video Technol.
Konstantinos Makantasis, Antonios Nikitakis, Anastasios D. Doulamis, Nikolaos D. Doulamis, Ioannis Papaefstathiou
2018 J jnl
Tensor-Based Classification Models for Hyperspectral Data Analysis.
IEEE Trans. Geosci. Remote. Sens.
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos D. Doulamis, Antonis Nikitakis
2018 Misc conf
Tensor-Based Nonlinear Classifier for High-Order Data Analysis.
ICASSP
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Antonis Nikitakis, Athanasios Voulodimos
2018 J jnl
Tensor-based Nonlinear Classifier for High-Order Data Analysis.
CoRR
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Antonis Nikitakis, Athanasios Voulodimos
2017 J jnl
Four-dimensional reconstruction of cultural heritage sites based on photogrammetry and clustering.
J. Electronic Imaging
Athanasios Voulodimos, Nikolaos Doulamis, Dieter Fritsch, Konstantinos Makantasis, Anastasios D. Doulamis, Michael Klein
2017 — conf
Recognizing Buildings through Deep Learning: A Case Study on Half-timbered Framed Buildings in Calw City.
VISIGRAPP (5: VISAPP)
Konstantinos Makantasis, Nikolaos D. Doulamis, Athanasios Voulodimos
2017 J jnl
Tensor-Based Classifiers for Hyperspectral Data Analysis.
CoRR
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Antonis Nikitakis
2016 J jnl
3D measures exploitation for a monocular semi-supervised fall detection system.
Multim. Tools Appl.
Konstantinos Makantasis, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos D. Doulamis, Nikolaos F. Matsatsinis
2016 A conf
A novel background subtraction scheme for in-camera acceleration in thermal imagery.
DATE
Antonis Nikitakis, Ioannis Papaefstathiou, Konstantinos Makantasis, Anastasios D. Doulamis
2016 — conf
Crack Identification Via User Feedback, Convolutional Neural Networks and Laser Scanners for Tunnel Infrastructures.
VISIGRAPP (4: VISAPP)
Eftychios Protopapadakis, Konstantinos Makantasis, George Kopsiaftis, Nikolaos Doulamis, Angelos Amditis
2016 B conf
Deep learning based human behavior recognition in industrial workflows.
ICIP
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Konstantinos Psychas
2016 J jnl
In the wild image retrieval and clustering for 3D cultural heritage landmarks reconstruction.
Multim. Tools Appl.
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos D. Doulamis, Marinos Ioannides
2016 — conf
Online Indexing Structure for Big Image Data used for 3D Reconstruction.
VISIGRAPP (4: VISAPP)
Konstantinos Makantasis, Yannis Katsaros, Anastasios D. Doulamis, Matthaios Bimpas
2016 J jnl
Semi-supervised vision-based maritime surveillance system using fused visual attention maps.
Multim. Tools Appl.
Konstantinos Makantasis, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos F. Matsatsinis
2016 J jnl
Variational Inference Background Subtraction Algorithm for in-Camera Acceleration in Thermal Imagery.
CoRR
Konstantinos Makantasis, Antonis Nikitakis, Anastasios D. Doulamis, Nikolaos Doulamis, Yannis Papaefstathiou
2015 — conf
A 4D Virtual/Augmented Reality Viewer Exploiting Unstructured Web-based Image Data.
VISAPP (2)
Anastasios D. Doulamis, Nikolaos D. Doulamis, Konstantinos Makantasis, Michael Klein
2015 B conf
Deep Convolutional Neural Networks for efficient vision based tunnel inspection.
ICCP
Konstantinos Makantasis, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Konstantinos Loupos
2015 — conf
Deep Learning-Based Man-Made Object Detection from Hyperspectral Data.
ISVC (1)
Konstantinos Makantasis, Konstantinos Karantzalos, Anastasios D. Doulamis, Konstantinos Loupos
2015 C conf
Deep supervised learning for hyperspectral data classification through convolutional neural networks.
IGARSS
Konstantinos Makantasis, Konstantinos Karantzalos, Anastasios D. Doulamis, Nikolaos D. Doulamis
2015 — conf
Maritime Targets Detection from Ground Cameras Exploiting Semi-supervised Machine Learning.
VISAPP (2)
Eftychios Protopapadakis, Konstantinos Makantasis, Nikolaos D. Doulamis
2015 — conf
Micro-scale thermal behavioral analysis for active evacuation routes.
PETRA
Nikolaos D. Doulamis, Anastasios D. Doulamis, Konstantinos Makantasis, Konstantinos Karantzalos, Konstantinos Loupos
2015 — conf
Variational Inference for Background Subtraction in Infrared Imagery.
ISVC (1)
Konstantinos Makantasis, Anastasios D. Doulamis, Konstantinos Loupos
2015 J jnl
Variational Inference for Background Subtraction in Infrared Imagery.
CoRR
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos D. Doulamis
2014 — conf
Cloud-based 3D Reconstruction of Cultural Heritage Monuments using Open Access Image Repositories.
GCH (Short and Project Papers)
Andreas Hadjiprocopis, Konrad Wenzel, Mathias Rothermel, Marinos Ioannides, Dieter Fritsch, Michael Klein, Paul S. Johnsons, Guenther Weinlinger, Anastasios D. Doulamis, Eftychios Protopapadakis, Georgia Kyriakaki, Konstantinos Makantasis, Dieter W. Fellner, André Stork, Pedro Santos
2014 — conf
Content-Based Filtering for Fast 3D Reconstruction from Unstructured Web-Based Image Data.
EuroMed
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos D. Doulamis, Marinos Ioannides, Nikolaos F. Matsatsinis
2014 J jnl
Spatiotemporal graph queries on geographic databases under a conceptual abstraction scale.
Geo spatial Inf. Sci.
Panagiotis Partsinevelos, Konstantinos Papadakis, Konstantinos Makantasis
2014 J jnl
The optimal location of the distribution point of the belt conveyor system in continuous surface mining operations.
Simul. Model. Pract. Theory
Christos Roumpos, Panagiotis Partsinevelos, Zacharias Agioutantis, Konstantinos Makantasis, Antigoni Vlachou
2013 — conf
A non-parametric unsupervised approach for content based image retrieval and clustering.
ARTEMIS@ACM Multimedia
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis
2013 C conf
Safe urban growth: An integrated ICT solution for unstandardized and distributed information handling.
WOWMOM
Yiannis Agadakos, Konstantinos Makantasis, Panagiotis Partsinevelos, Georgios Papadakis, Anastasios D. Doulamis
2013 — conf
Vision-based maritime surveillance system using fused visual attention maps and online adaptable tracker.
WIAMIS
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos D. Doulamis
2012 — conf
Monocular Camera Fall Detection System Exploiting 3D Measures: A Semi-supervised Learning Approach.
ECCV Workshops (3)
Konstantinos Makantasis, Eftychios Protopapadakis, Anastasios D. Doulamis, Lazaros Grammatikopoulos, Christos Stentoumis
2012 — conf
Student-t background modeling for persons' fall detection through visual cues.
WIAMIS
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos F. Matsatsinis
2011 — conf
Iterative scene learning in visually guided persons' falls detection.
EUSIPCO
Anastasios D. Doulamis, Konstantinos Makantasis