Konstantinos Makantasis

Orcid: 0000-0002-0889-2766

According to our database1, Konstantinos Makantasis authored at least 62 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Learning using privileged information for segmenting tumors on digital mammograms.
CoRR, 2024

Simulator-Free Visual Domain Randomization via Video Games.
CoRR, 2024

2023
The Pixels and Sounds of Emotion: General-Purpose Representations of Arousal in Games.
IEEE Trans. Affect. Comput., 2023

From the Lab to the Wild: Affect Modeling via Privileged Information.
CoRR, 2023

Graph-Based Semi-Supervised Learning With Tensor Embeddings for Hyperspectral Data Classification.
IEEE Access, 2023

Tensor-based embedding for graph-based semi-supervised approaches.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Predicting Player Engagement in Tom Clancy's The Division 2: A Multimodal Approach via Pixels and Gamepad Actions.
Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Towards General Game Representations: Decomposing Games Pixels into Content and Style.
Proceedings of the 34th British Machine Vision Conference Workshop Proceedings, 2023

Knowing Your Annotator: Rapidly Testing the Reliability of Affect Annotation.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023

2022
Revisiting lp-constrained Softmax Loss: A Comprehensive Study.
CoRR, 2022

Multi-property Tensor-Based Learning for Abnormal Event Detection.
Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

Supervised Contrastive Learning for Affect Modelling.
Proceedings of the International Conference on Multimodal Interaction, 2022

Automatic Inspection of Cultural Monuments Using Deep and Tensor-Based Learning on Hyperspectral Imagery.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

RankNEAT: outperforming stochastic gradient search in preference learning tasks.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Game State Learning via Game Scene Augmentation.
Proceedings of the FDG '22: Proceedings of the 17th International Conference on the Foundations of Digital Games, 2022

Learning Task-Independent Game State Representations from Unlabeled Images.
Proceedings of the IEEE Conference on Games, CoG 2022, Beijing, 2022

The Invariant Ground Truth of Affect.
Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, ACII 2022, 2022

2021
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification.
IEEE Access, 2021

Privileged Information for Modeling Affect In The Wild.
Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

AffRankNet+: Ranking Affect Using Privileged Information.
Proceedings of the 2021 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Recognition.
CoRR, 2020

Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
A Unified Novel Neural Network Approach and a Prototype Hardware Implementation for Ultra-Low Power EEG Classification.
IEEE Trans. Biomed. Circuits Syst., 2019

A Deep Reinforcement-Learning-based Driving Policy for Autonomous Road Vehicles.
CoRR, 2019

A Deep Reinforcement Learning Driving Policy for Autonomous Road Vehicles.
CoRR, 2019

Hyperspectral Image Classification with Tensor-Based Rank-R Learning Models.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Common Mode Patterns for Supervised Tensor Subspace Learning.
Proceedings of the IEEE International Conference on Acoustics, 2019

Fusing Level and Ruleset Features for Multimodal Learning of Gameplay Outcomes.
Proceedings of the IEEE Conference on Games, 2019

From Pixels to Affect: A Study on Games and Player Experience.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

2018
Tensor-Based Classification Models for Hyperspectral Data Analysis.
IEEE Trans. Geosci. Remote. Sens., 2018

Data-Driven Background Subtraction Algorithm for In-Camera Acceleration in Thermal Imagery.
IEEE Trans. Circuits Syst. Video Technol., 2018

Autonomous robotic system for tunnel structural inspection and assessment.
Int. J. Intell. Robotics Appl., 2018

Tensor-Based Nonlinear Classifier for High-Order Data Analysis.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Four-dimensional reconstruction of cultural heritage sites based on photogrammetry and clustering.
J. Electronic Imaging, 2017

Tensor-Based Classifiers for Hyperspectral Data Analysis.
CoRR, 2017

Recognizing Buildings through Deep Learning: A Case Study on Half-timbered Framed Buildings in Calw City.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

2016
Semi-supervised vision-based maritime surveillance system using fused visual attention maps.
Multim. Tools Appl., 2016

3D measures exploitation for a monocular semi-supervised fall detection system.
Multim. Tools Appl., 2016

In the wild image retrieval and clustering for 3D cultural heritage landmarks reconstruction.
Multim. Tools Appl., 2016

Variational Inference Background Subtraction Algorithm for in-Camera Acceleration in Thermal Imagery.
CoRR, 2016

Crack Identification Via User Feedback, Convolutional Neural Networks and Laser Scanners for Tunnel Infrastructures.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Online Indexing Structure for Big Image Data used for 3D Reconstruction.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Deep learning based human behavior recognition in industrial workflows.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A novel background subtraction scheme for in-camera acceleration in thermal imagery.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

2015
Variational Inference for Background Subtraction in Infrared Imagery.
CoRR, 2015

Maritime Targets Detection from Ground Cameras Exploiting Semi-supervised Machine Learning.
Proceedings of the VISAPP 2015, 2015

A 4D Virtual/Augmented Reality Viewer Exploiting Unstructured Web-based Image Data.
Proceedings of the VISAPP 2015, 2015

Micro-scale thermal behavioral analysis for active evacuation routes.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

Deep Learning-Based Man-Made Object Detection from Hyperspectral Data.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Variational Inference for Background Subtraction in Infrared Imagery.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Deep supervised learning for hyperspectral data classification through convolutional neural networks.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Deep Convolutional Neural Networks for efficient vision based tunnel inspection.
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015

2014
The optimal location of the distribution point of the belt conveyor system in continuous surface mining operations.
Simul. Model. Pract. Theory, 2014

Spatiotemporal graph queries on geographic databases under a conceptual abstraction scale.
Geo spatial Inf. Sci., 2014

Cloud-based 3D Reconstruction of Cultural Heritage Monuments using Open Access Image Repositories.
Proceedings of the 12th Eurographics Workshop on Graphics and Cultural Heritage, 2014

Content-Based Filtering for Fast 3D Reconstruction from Unstructured Web-Based Image Data.
Proceedings of the Digital Heritage. Progress in Cultural Heritaage: Documentation, Preservation, and Protection, 2014

2013
Safe urban growth: An integrated ICT solution for unstandardized and distributed information handling.
Proceedings of the IEEE 14th International Symposium on "A World of Wireless, 2013

Vision-based maritime surveillance system using fused visual attention maps and online adaptable tracker.
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

A non-parametric unsupervised approach for content based image retrieval and clustering.
Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream, 2013

2012
Student-t background modeling for persons' fall detection through visual cues.
Proceedings of the 13th International Workshop on Image Analysis for Multimedia Interactive Services, 2012

Monocular Camera Fall Detection System Exploiting 3D Measures: A Semi-supervised Learning Approach.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011
Iterative scene learning in visually guided persons' falls detection.
Proceedings of the 19th European Signal Processing Conference, 2011


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