Konstantinos Makantasis

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 62

Top Topics

Privileged Information

Cultural Heritage

Top Venues

Multim. Tools Appl.

Publications

Konstantinos Makantasis, Kosmas Pinitas, Antonios Liapis, Georgios N. Yannakakis
From the Lab to the Wild: Affect Modeling Via Privileged Information. IEEE Trans. Affect. Comput. 15 (2) (2024)
Matthew Barthet, Maria Kaselimi, Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
GameVibe: A Multimodal Affective Game Corpus. CoRR (2024)
Chintan Trivedi, Nemanja Rasajski, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Simulator-Free Visual Domain Randomization via Video Games. CoRR (2024)
Ioannis N. Tzortzis, Konstantinos Makantasis, Ioannis Rallis, Nikolaos Bakalos, Anastasios Doulamis, Nikolaos Doulamis
Learning using privileged information for segmenting tumors on digital mammograms. CoRR (2024)
Ioannis Georgoulas, Eftychios Protopapadakis, Konstantinos Makantasis, Anastasios D. Doulamis
Tensor-based embedding for graph-based semi-supervised approaches. PETRA (2023)
Konstantinos Makantasis, Kosmas Pinitas, Antonios Liapis, Georgios N. Yannakakis
From the Lab to the Wild: Affect Modeling via Privileged Information. CoRR (2023)
Matthew Barthet, Chintan Trivedi, Kosmas Pinitas, Emmanouil Xylakis, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Knowing Your Annotator: Rapidly Testing the Reliability of Affect Annotation. CoRR (2023)
Ioannis Georgoulas, Eftychios Protopapadakis, Konstantinos Makantasis, Dylan Seychell, Anastasios Doulamis, Nikolaos Doulamis
Graph-Based Semi-Supervised Learning With Tensor Embeddings for Hyperspectral Data Classification. IEEE Access 11 (2023)
Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
The Pixels and Sounds of Emotion: General-Purpose Representations of Arousal in Games. IEEE Trans. Affect. Comput. 14 (1) (2023)
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Towards General Game Representations: Decomposing Games Pixels into Content and Style. CoRR (2023)
Matthew Barthet, Chintan Trivedi, Kosmas Pinitas, Emmanouil Xylakis, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Knowing Your Annotator: Rapidly Testing the Reliability of Affect Annotation. ACIIW (2023)
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Towards General Game Representations: Decomposing Games Pixels into Content and Style. BMVC Workshop (2023)
Kosmas Pinitas, David Renaudie, Mike Thomsen, Matthew Barthet, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Predicting Player Engagement in Tom Clancy's The Division 2: A Multimodal Approach via Pixels and Gamepad Actions. ICMI (2023)
Kosmas Pinitas, David Renaudie, Mike Thomsen, Matthew Barthet, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Predicting Player Engagement in Tom Clancy's The Division 2: A Multimodal Approach via Pixels and Gamepad Actions. CoRR (2023)
Konstantinos Makantasis, Kosmas Pinitas, Antonios Liapis, Georgios N. Yannakakis
The Invariant Ground Truth of Affect. CoRR (2022)
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Game State Learning via Game Scene Augmentation. CoRR (2022)
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Learning Task-Independent Game State Representations from Unlabeled Images. CoRR (2022)
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Revisiting lp-constrained Softmax Loss: A Comprehensive Study. CoRR (2022)
Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Supervised Contrastive Learning for Affect Modelling. ICMI (2022)
Konstantinos Makantasis, Kosmas Pinitas, Antonios Liapis, Georgios N. Yannakakis
The Invariant Ground Truth of Affect. ACIIW (2022)
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Game State Learning via Game Scene Augmentation. FDG (2022)
Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
RankNEAT: Outperforming Stochastic Gradient Search in Preference Learning Tasks. CoRR (2022)
Ioannis N. Tzortzis, Ioannis Rallis, Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
Automatic Inspection of Cultural Monuments Using Deep and Tensor-Based Learning on Hyperspectral Imagery. ICIP (2022)
Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Supervised Contrastive Learning for Affect Modelling. CoRR (2022)
Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis, Konstantinos Makantasis
Multi-property Tensor-Based Learning for Abnormal Event Detection. ISVC (1) (2022)
Ioannis N. Tzortzis, Ioannis Rallis, Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
Automatic inspection of cultural monuments using deep and tensor-based learning on hyperspectral imagery. CoRR (2022)
Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Learning Task-Independent Game State Representations from Unlabeled Images. CoG (2022)
Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
RankNEAT: outperforming stochastic gradient search in preference learning tasks. GECCO (2022)
Konstantinos Makantasis, Alexandros Georgogiannis, Athanasios Voulodimos, Ioannis Georgoulas, Anastasios D. Doulamis, Nikolaos Doulamis
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification. CoRR (2021)
Konstantinos Makantasis
AffRankNet+: Ranking Affect Using Privileged Information. ACII (Workshops and Demos) (2021)
Konstantinos Makantasis, David Melhart, Antonios Liapis, Georgios N. Yannakakis
Privileged Information for Modeling Affect In The Wild. CoRR (2021)
Konstantinos Makantasis
AffRankNet+: Ranking Affect Using Privileged Information. CoRR (2021)
Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
The Pixels and Sounds of Emotion: General-Purpose Representations of Arousal in Games. CoRR (2021)
Konstantinos Makantasis, David Melhart, Antonios Liapis, Georgios N. Yannakakis
Privileged Information for Modeling Affect In The Wild. ACII (2021)
Konstantinos Makantasis, Alexandros Georgogiannis, Athanasios Voulodimos, Ioannis Georgoulas, Anastasios D. Doulamis, Nikolaos Doulamis
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification. IEEE Access 9 (2021)
Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Bakalos, Nikolaos Doulamis
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification. ICPR (2020)
Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Bakalos, Nikolaos Doulamis
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Recognition. CoRR (2020)
Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
From Pixels to Affect: A Study on Games and Player Experience. ACII (2019)
Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Doulamis, Ioannis Georgoulas
Hyperspectral Image Classification with Tensor-Based Rank-R Learning Models. ICIP (2019)
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
Common Mode Patterns for Supervised Tensor Subspace Learning. ICASSP (2019)
Antonios Liapis, Daniel Karavolos, Konstantinos Makantasis, Konstantinos Sfikas, Georgios N. Yannakakis
Fusing Level and Ruleset Features for Multimodal Learning of Gameplay Outcomes. CoG (2019)
Konstantinos Makantasis, Maria Kontorinaki, Ioannis K. Nikolos
A Deep Reinforcement Learning Driving Policy for Autonomous Road Vehicles. CoRR (2019)
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
Common Mode Patterns for Supervised Tensor Subspace Learning. CoRR (2019)
Konstantinos Makantasis, Maria Kontorinaki, Ioannis K. Nikolos
A Deep Reinforcement-Learning-based Driving Policy for Autonomous Road Vehicles. CoRR (2019)
Antonis Nikitakis, Konstantinos Makantasis, Nikolaos Tampouratzis, Ioannis Papaefstathiou
A Unified Novel Neural Network Approach and a Prototype Hardware Implementation for Ultra-Low Power EEG Classification. IEEE Trans. Biomed. Circuits Syst. 13 (4) (2019)
Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
From Pixels to Affect: A Study on Games and Player Experience. CoRR (2019)
Konstantinos Makantasis, Antonios Nikitakis, Anastasios D. Doulamis, Nikolaos D. Doulamis, Ioannis Papaefstathiou
Data-Driven Background Subtraction Algorithm for In-Camera Acceleration in Thermal Imagery. IEEE Trans. Circuits Syst. Video Technol. 28 (9) (2018)
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Antonis Nikitakis, Athanasios Voulodimos
Tensor-based Nonlinear Classifier for High-Order Data Analysis. CoRR (2018)
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos D. Doulamis, Antonis Nikitakis
Tensor-Based Classification Models for Hyperspectral Data Analysis. IEEE Trans. Geosci. Remote. Sens. 56 (12) (2018)
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
Autonomous robotic system for tunnel structural inspection and assessment. Int. J. Intell. Robotics Appl. 2 (1) (2018)
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Antonis Nikitakis, Athanasios Voulodimos
Tensor-Based Nonlinear Classifier for High-Order Data Analysis. ICASSP (2018)
Athanasios Voulodimos, Nikolaos Doulamis, Dieter Fritsch, Konstantinos Makantasis, Anastasios D. Doulamis, Michael Klein
Four-dimensional reconstruction of cultural heritage sites based on photogrammetry and clustering. J. Electronic Imaging 26 (1) (2017)
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Antonis Nikitakis
Tensor-Based Classifiers for Hyperspectral Data Analysis. CoRR (2017)
Konstantinos Makantasis, Nikolaos D. Doulamis, Athanasios Voulodimos
Recognizing Buildings through Deep Learning: A Case Study on Half-timbered Framed Buildings in Calw City. VISIGRAPP (5: VISAPP) (2017)
Konstantinos Makantasis, Yannis Katsaros, Anastasios D. Doulamis, Matthaios Bimpas
Online Indexing Structure for Big Image Data used for 3D Reconstruction. VISIGRAPP (4: VISAPP) (2016)
Eftychios Protopapadakis, Konstantinos Makantasis, George Kopsiaftis, Nikolaos Doulamis, Angelos Amditis
Crack Identification Via User Feedback, Convolutional Neural Networks and Laser Scanners for Tunnel Infrastructures. VISIGRAPP (4: VISAPP) (2016)
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos D. Doulamis, Marinos Ioannides
In the wild image retrieval and clustering for 3D cultural heritage landmarks reconstruction. Multim. Tools Appl. 75 (7) (2016)
Konstantinos Makantasis, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos F. Matsatsinis
Semi-supervised vision-based maritime surveillance system using fused visual attention maps. Multim. Tools Appl. 75 (22) (2016)
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Konstantinos Psychas
Deep learning based human behavior recognition in industrial workflows. ICIP (2016)
Konstantinos Makantasis, Antonis Nikitakis, Anastasios D. Doulamis, Nikolaos Doulamis, Yannis Papaefstathiou
Variational Inference Background Subtraction Algorithm for in-Camera Acceleration in Thermal Imagery. CoRR (2016)
Antonis Nikitakis, Ioannis Papaefstathiou, Konstantinos Makantasis, Anastasios D. Doulamis
A novel background subtraction scheme for in-camera acceleration in thermal imagery. DATE (2016)
Konstantinos Makantasis, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos D. Doulamis, Nikolaos F. Matsatsinis
3D measures exploitation for a monocular semi-supervised fall detection system. Multim. Tools Appl. 75 (22) (2016)
Konstantinos Makantasis, Anastasios D. Doulamis, Konstantinos Loupos
Variational Inference for Background Subtraction in Infrared Imagery. ISVC (1) (2015)
Nikolaos D. Doulamis, Anastasios D. Doulamis, Konstantinos Makantasis, Konstantinos Karantzalos, Konstantinos Loupos
Micro-scale thermal behavioral analysis for active evacuation routes. PETRA (2015)
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos D. Doulamis
Variational Inference for Background Subtraction in Infrared Imagery. CoRR (2015)
Eftychios Protopapadakis, Konstantinos Makantasis, Nikolaos D. Doulamis
Maritime Targets Detection from Ground Cameras Exploiting Semi-supervised Machine Learning. VISAPP (2) (2015)
Konstantinos Makantasis, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Konstantinos Loupos
Deep Convolutional Neural Networks for efficient vision based tunnel inspection. ICCP (2015)
Konstantinos Makantasis, Konstantinos Karantzalos, Anastasios D. Doulamis, Konstantinos Loupos
Deep Learning-Based Man-Made Object Detection from Hyperspectral Data. ISVC (1) (2015)
Anastasios D. Doulamis, Nikolaos D. Doulamis, Konstantinos Makantasis, Michael Klein
A 4D Virtual/Augmented Reality Viewer Exploiting Unstructured Web-based Image Data. VISAPP (2) (2015)
Konstantinos Makantasis, Konstantinos Karantzalos, Anastasios D. Doulamis, Nikolaos D. Doulamis
Deep supervised learning for hyperspectral data classification through convolutional neural networks. IGARSS (2015)
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos D. Doulamis, Marinos Ioannides, Nikolaos F. Matsatsinis
Content-Based Filtering for Fast 3D Reconstruction from Unstructured Web-Based Image Data. EuroMed (2014)
Christos Roumpos, Panagiotis Partsinevelos, Zacharias Agioutantis, Konstantinos Makantasis, Antigoni Vlachou
The optimal location of the distribution point of the belt conveyor system in continuous surface mining operations. Simul. Model. Pract. Theory 47 (2014)
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
Cloud-based 3D Reconstruction of Cultural Heritage Monuments using Open Access Image Repositories. GCH (Short and Project Papers) (2014)
Panagiotis Partsinevelos, Konstantinos Papadakis, Konstantinos Makantasis
Spatiotemporal graph queries on geographic databases under a conceptual abstraction scale. Geo spatial Inf. Sci. 17 (2) (2014)
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis
A non-parametric unsupervised approach for content based image retrieval and clustering. ARTEMIS@ACM Multimedia (2013)
Yiannis Agadakos, Konstantinos Makantasis, Panagiotis Partsinevelos, Georgios Papadakis, Anastasios D. Doulamis
Safe urban growth: An integrated ICT solution for unstandardized and distributed information handling. WOWMOM (2013)
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos D. Doulamis
Vision-based maritime surveillance system using fused visual attention maps and online adaptable tracker. WIAMIS (2013)
Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos F. Matsatsinis
Student-t background modeling for persons' fall detection through visual cues. WIAMIS (2012)
Konstantinos Makantasis, Eftychios Protopapadakis, Anastasios D. Doulamis, Lazaros Grammatikopoulos, Christos Stentoumis
Monocular Camera Fall Detection System Exploiting 3D Measures: A Semi-supervised Learning Approach. ECCV Workshops (3) (2012)
Anastasios D. Doulamis, Konstantinos Makantasis
Iterative scene learning in visually guided persons' falls detection. EUSIPCO (2011)