Konstantinos Karantzalos

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 70

Top Topics

Change Detection

High Resolution

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Maria Sdraka, Alkinoos Dimakos, Alexandros Malounis, Zisoula Ntasiou, Konstantinos Karantzalos, Dimitrios Michail, Ioannis Papoutsis
FLOGA: A Machine-Learning-Ready Dataset, a Benchmark, and a Novel Deep Learning Model for Burnt Area Mapping With Sentinel-2. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Christina Karakizi, Akpona Okujeni, Eleni Sofikiti, Vasileios Tsironis, Athina Psalta, Konstantinos Karantzalos, Patrick Hostert, Elias Symeonakis
Mapping savannah woody vegetation at the species level with multispecral drone and hyperspectral EnMAP data. CoRR (2024)
Simon Vellas, Bill Psomas, Kalliopi Karadima, Dimitrios Danopoulos, Alexandros Paterakis, George Lentaris, Dimitrios Soudris, Konstantinos Karantzalos
Evaluation of Resource-Efficient Crater Detectors on Embedded Systems. CoRR (2024)
Athena Psalta, Vasileios Tsironis, Konstantinos Karantzalos
Transformer-based assignment decision network for multiple object tracking. Comput. Vis. Image Underst. 241 (2024)
Bill Psomas, Ioannis Kakogeorgiou, Nikos Efthymiadis, Giorgos Tolias, Ondrej Chum, Yannis Avrithis, Konstantinos Karantzalos
Composed Image Retrieval for Remote Sensing. CoRR (2024)
Athena Psalta, Vasileios Tsironis, Andreas El Saer, Konstantinos Karantzalos
Addressing single object tracking in satellite imagery through prompt-engineered solutions. CoRR (2024)
Alexandros Falagas, Memet Ouzoun, Konstantinos Karantzalos
On the Corellation of Remote Estimated ET and Leaf Stomatal Conductance. IGARSS (2023)
Christina Karakizi, Olympia Gounari, Eleni Sofikiti, Giorgos Begkos, Konstantinos Karantzalos, Elias Symeonakis
Assessing the Contribution of Optical and SAR Data for Fractional Savannah Woody Vegetation Mapping. IGARSS (2023)
Aikaterini Adam, Konstantinos Karantzalos, Lazaros Grammatikopoulos, Torsten Sattler
Has Anything Changed? 3D Change Detection by 2D Segmentation Masks. CoRR (2023)
Bill Psomas, Ioannis Kakogeorgiou, Konstantinos Karantzalos, Yannis Avrithis
Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit? ICCV (2023)
Melkon Chatsikian, Valsamis Ntouskos, Angelos Mallios, Konstantinos Karantzalos
Neural-based Reconstruction of Radioactivity Distribution in Large Water Volumes with Underwater Gliders (regular paper). AIRO@AI*IA (2023)
Ioannis Kakogeorgiou, Spyros Gidaris, Konstantinos Karantzalos, Nikos Komodakis
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers. CoRR (2023)
Maria Sdraka, Alkinoos Dimakos, Alexandros Malounis, Zisoula Ntasiou, Konstantinos Karantzalos, Dimitrios Michail, Ioannis Papoutsis
FLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2. CoRR (2023)
Bill Psomas, Ioannis Kakogeorgiou, Konstantinos Karantzalos, Yannis Avrithis
Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit? CoRR (2023)
Aikaterini Adam, Torsten Sattler, Konstantinos Karantzalos, Tomás Pajdla
Objects Can Move: 3D Change Detection by Geometric Transformation Constistency. CoRR (2022)
Maria Papadomanolaki, Maria Vakalopoulou, Konstantinos Karantzalos
Deep Learning based Multistep Registration Focusing on Regions of Change. IGARSS (2022)
Vasilis Psiroukis, Borja Espejo-García, Andreas Chitos, Athanasios Dedousis, Konstantinos Karantzalos, Spyros Fountas
Assessment of Different Object Detectors for the Maturity Level Classification of Broccoli Crops Using UAV Imagery. Remote. Sens. 14 (3) (2022)
Panagiotis Agrafiotis, Konstantinos Karantzalos, Andreas Georgopoulos
Seafloor-Invariant Caustics Removal from Underwater Imagery. CoRR (2022)
Elias Symeonakis, Antonis Korkofigkas, Thomas P. Higginbottom, James Boyd, Eva Arnau-Rosalén, Giorgos Stamou, Konstantinos Karantzalos
Towards a Deep Learning Fractional Woody Vegetation Cover Monitoring Framework. IGARSS (2022)
Athena Psalta, Vasileios Tsironis, Konstantinos Karantzalos
Transformer-based assignment decision network for multiple object tracking. CoRR (2022)
Theodoros Mertzimekis, Varvara Lagaki, Ioannis Madesis, Georgios Siltzovalis, Eleni Petra, Paraskevi Nomikou, Pedro Tiago Martins Batista, David Cabecinhas, Antonio Pascoal, Luis Sebastião, Javier Escartin, Konstantin Kebkal, Konstantinos Karantzalos, Valsamis Douskos, Angelos Mallios, Konstantinos Nikolopoulos
RAMONES and Environmental Intelligence: Progress Update. GoodIT (2022)
Shashanka Venkataramanan, Bill Psomas, Ewa Kijak, Laurent Amsaleg, Konstantinos Karantzalos, Yannis Avrithis
It Takes Two to Tango: Mixup for Deep Metric Learning. ICLR (2022)
Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas, Yannis Avrithis, Andrei Bursuc, Konstantinos Karantzalos, Nikos Komodakis
What to Hide from Your Students: Attention-Guided Masked Image Modeling. ECCV (30) (2022)
Aikaterini Adam, Torsten Sattler, Konstantinos Karantzalos, Tomás Pajdla
Objects Can Move: 3D Change Detection by Geometric Transformation Consistency. ECCV (33) (2022)
Ioannis Kakogeorgiou, Spyros Gidaris, Bill Psomas, Yannis Avrithis, Andrei Bursuc, Konstantinos Karantzalos, Nikos Komodakis
What to Hide from Your Students: Attention-Guided Masked Image Modeling. CoRR (2022)
Ioannis Kakogeorgiou, Konstantinos Karantzalos
Evaluating explainable artificial intelligence methods for multi-label deep learning classification tasks in remote sensing. Int. J. Appl. Earth Obs. Geoinformation 103 (2021)
Maria Papadomanolaki, Stergios Christodoulidis, Konstantinos Karantzalos, Maria Vakalopoulou
Unsupervised Multistep Deformable Registration of Remote Sensing Imagery Based on Deep Learning. Remote. Sens. 13 (7) (2021)
Valsamis Ntouskos, Chrysa Iliopoulou, Konstantinos Karantzalos
Production Machine Learning Frameworks for Geospatial Big Data. IEEE BigData (2021)
Maria Papadomanolaki, Maria Vakalopoulou, Konstantinos Karantzalos
A Deep Multitask Learning Framework Coupling Semantic Segmentation and Fully Convolutional LSTM Networks for Urban Change Detection. IEEE Trans. Geosci. Remote. Sens. 59 (9) (2021)
T. J. Mertzimekis, Paraskevi Nomikou, E. Petra, Pedro Batista, David Cabecinhas, A. Pascoal, L. Sebastiño, J. Escartín, Konstantin Kebkal, Konstantinos Karantzalos, A. Mallios, Konstantinos Nikolopoulos, L. Maigne
Radioactivity Monitoring in Ocean Ecosystems (RAMONES). GoodIT (2021)
Ioannis Kakogeorgiou, Konstantinos Karantzalos
Evaluating Explainable Artificial Intelligence Methods for Multi-label Deep Learning Classification Tasks in Remote Sensing. CoRR (2021)
Shashanka Venkataramanan, Bill Psomas, Yannis Avrithis, Ewa Kijak, Laurent Amsaleg, Konstantinos Karantzalos
It Takes Two to Tango: Mixup for Deep Metric Learning. CoRR (2021)
Paraskevi Nomikou, George Pehlivanides, A. El Saer, Konstantinos Karantzalos, Christos Stentoumis, Konstantina Bejelou, Varvara Antoniou, Maria Douza, Othonas Vlasopoulos, Konstantinos Monastiridis, Anna Dura
Novel Virtual Reality Solutions for Captivating Virtual Underwater Tours Targeting the Cultural and Tourism Industries. GISTAM (2020)
Panagiotis Agrafiotis, Konstantinos Karantzalos, Andreas Georgopoulos, Dimitrios Skarlatos
Correcting Image Refraction: Towards Accurate Aerial Image-Based Bathymetry Mapping in Shallow Waters. Remote. Sens. 12 (2) (2020)
Zacharias Kandylakis, Alexandros Falagas, Christina Karakizi, Konstantinos Karantzalos
Water Stress Estimation in Vineyards from Aerial SWIR and Multispectral UAV Data. Remote. Sens. 12 (15) (2020)
Athina Psalta, Vasileios Tsironis, Konstantinos Karantzalos, Ioanna Spyropoulou
Social Pooling with Edge Convolutions on Local Connectivity Graphs for Human Trajectory Prediction in Crowded Scenes. ITSC (2020)
Aikaterini Kikaki, Konstantinos Karantzalos, Caroline A. Power, Dionysios E. Raitsos
Remotely Sensing the Source and Transport of Marine Plastic Debris in Bay Islands of Honduras (Caribbean Sea). Remote. Sens. 12 (11) (2020)
Maria Papadomanolaki, Sagar Verma, Maria Vakalopoulou, Siddharth Gupta, Konstantinos Karantzalos
Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data. IGARSS (2019)
Zacharias Kandylakis, Konstantinos Vasili, Konstantinos Karantzalos
Fusing Multimodal Video Data for Detecting Moving Objects/Targets in Challenging Indoor and Outdoor Scenes. Remote. Sens. 11 (4) (2019)
Panagiotis Agrafiotis, Dimitrios Skarlatos, Andreas Georgopoulos, Konstantinos Karantzalos
Shallow Water Bathymetry Mapping from UAV Imagery based on Machine Learning. CoRR (2019)
Eija Honkavaara, Konstantinos Karantzalos, Xinlian Liang, Erica Nocerino, Ilkka Pölönen, Petri Rönnholm
Editorial for the Special Issue "Frontiers in Spectral Imaging and 3D Technologies for Geospatial Solutions". Remote. Sens. 11 (14) (2019)
Maria Papadomanolaki, Konstantinos Karantzalos, Maria Vakalopoulou
A Multi-Task Deep Learning Framework Coupling Semantic Segmentation and Image Reconstruction for Very High Resolution Imagery. IGARSS (2019)
Panagiotis Agrafiotis, Dimitrios Skarlatos, Andreas Georgopoulos, Konstantinos Karantzalos
DepthLearn: Learning to Correct the Refraction on Point Clouds Derived from Aerial Imagery for Accurate Dense Shallow Water Bathymetry Based on SVMs-Fusion with LiDAR Point Clouds. Remote. Sens. 11 (19) (2019)
Maria Papadomanolaki, Maria Vakalopoulou, Konstantinos Karantzalos
A Novel Object-Based Deep Learning Framework for Semantic Segmentation of Very High-Resolution Remote Sensing Data: Comparison with Convolutional and Fully Convolutional Networks. Remote. Sens. 11 (6) (2019)
Maria Papadomanolaki, Sagar Verma, Maria Vakalopoulou, Siddharth Gupta, Konstantinos Karantzalos
Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data. CoRR (2019)
Christos Platias, Zacharias Kandylakis, Efstathios Z. Panagou, George-John E. Nychas, Konstantinos Karantzalos
Snapshot Multispectral and Hyperspectral Data Processing for Estimating Food Quality Parameters. WHISPERS (2018)
Christina Karakizi, Konstantinos Karantzalos, Maria Vakalopoulou, Georgia Antoniou
Detailed Land Cover Mapping from Multitemporal Landsat-8 Data of Different Cloud Cover. Remote. Sens. 10 (8) (2018)
Maria Papadomanolaki, Maria Vakalopoulou, Nikos Paragios, Konstantinos Karantzalos
Stacked Encoder-Decoders for Accurate Semantic Segmentation of Very High Resolution Satellite Datasets. IGARSS (2018)
Ioannis Manakos, Monika Tomaszewska, Ioannis Gkinis, Olga V. Brovkina, Lachezar Filchev, Levent Genc, Ioannis Z. Gitas, Andrej Halabuk, Melis Inalpulat, Anisoara Irimescu, Georgi Jelev, Konstantinos Karantzalos, Thomas Katagis, Lucie Kupková, Mykola Lavreniuk, Minucer Mesaros, Denis Mihailescu, Mihai Daniel Nita, Tomas Rusnak, Premysl Stych, Frantisek Zemek, Jana Albrechtová, Petya K. E. Campbell
Comparison of Global and Continental Land Cover Products for Selected Study Areas in South Central and Eastern European Region. Remote. Sens. 10 (12) (2018)
Christina Karakizi, Georgia Antoniou, Konstantinos Karantzalos
Towards Joint Land Cover and Crop Type Mapping with Numerous Classes. IGARSS (2018)
Maria Papadomanolaki, Maria Vakalopoulou, Konstantinos Karantzalos
Patch-based deep learning architectures for sparse annotated very high resolution datasets. JURSE (2017)
Theodosia Vardoulaki, Maria Vakalopoulou, Konstantinos Karantzalos
Per city-block, density estimation at build-up areas from aerial RGB imagery with deep learning. JURSE (2017)
Ioannis Manakos, Christina Karakizi, Giannis Gkinis, Konstantinos Karantzalos
Building up user confidence for the spaceborne derived global and continental land cover products for the Mediterranean region: the case of Thessaly. CoRR (2017)
Lichao Mou, Xiaoxiang Zhu, Maria Vakalopoulou, Konstantinos Karantzalos, Nikos Paragios, Bertrand Le Saux, Gabriele Moser, Devis Tuia
Multitemporal Very High Resolution From Space: Outcome of the 2016 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (8) (2017)
Maria Vakalopoulou, Norbert Bus, Konstantinos Karantzalos, Nikos Paragios
Integrating edge/boundary priors with classification scores for building detection in very high resolution data. IGARSS (2017)
Simon Vellas, George Lentaris, Konstantinos Maragos, Dimitrios Soudris, Zacharias Kandylakis, Konstantinos Karantzalos
FPGA acceleration of hyperspectral image processing for high-speed detection applications. ISCAS (2017)
Christina Karakizi, Marios Oikonomou, Konstantinos Karantzalos
Vineyard Detection and Vine Variety Discrimination from Very High Resolution Satellite Data. Remote. Sens. 8 (3) (2016)
Maria Vakalopoulou, C. Platias, Maria Papadomanolaki, Nikos Paragios, Konstantinos Karantzalos
Simultaneous registration, segmentation and change detection from multisensor, multitemporal satellite image pairs. IGARSS (2016)
Maria Vakalopoulou, Konstantinos Karantzalos, Nikos Komodakis, Nikos Paragios
Graph-Based Registration, Change Detection, and Classification in Very High Resolution Multitemporal Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (7) (2016)
George Kopsiaftis, Konstantinos Karantzalos
Vehicle detection and traffic density monitoring from very high resolution satellite video data. IGARSS (2015)
Nikolaos D. Doulamis, Anastasios D. Doulamis, Konstantinos Makantasis, Konstantinos Karantzalos, Konstantinos Loupos
Micro-scale thermal behavioral analysis for active evacuation routes. PETRA (2015)
Athanasios Karmas, Angelos Tzotsos, Konstantinos Karantzalos
Scalable Geospatial Web Services through Efficient, Online and Near Real-Time Processing of Earth Observation Data. BigDataService (2015)
Konstantinos Karantzalos, Dimitris Bliziotis, Athanasios Karmas
A Scalable Geospatial Web Service for Near Real-Time, High-Resolution Land Cover Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (10) (2015)
Maria Vakalopoulou, Konstantinos Karantzalos, Nikos Komodakis, Nikos Paragios
Simultaneous registration and change detection in multitemporal, very high resolution remote sensing data. CVPR Workshops (2015)
Athanasios Karmas, Konstantinos Karantzalos
Benchmarking server-side software modules for handling and processing remote sensing data through Rasdaman. WHISPERS (2015)
Konstantinos Makantasis, Konstantinos Karantzalos, Anastasios D. Doulamis, Konstantinos Loupos
Deep Learning-Based Man-Made Object Detection from Hyperspectral Data. ISVC (1) (2015)
Konstantinos Makantasis, Konstantinos Karantzalos, Anastasios D. Doulamis, Nikolaos D. Doulamis
Deep supervised learning for hyperspectral data classification through convolutional neural networks. IGARSS (2015)
Maria Vakalopoulou, Konstantinos Karantzalos, Nikos Komodakis, Nikos Paragios
Building detection in very high resolution multispectral data with deep learning features. IGARSS (2015)
Christina Karakizi, Konstantinos Karantzalos
Detecting and classifying vine varieties from very high resolution multispectral data. IGARSS (2015)
Zacharias Kandylakis, Konstantinos Karantzalos, Anastasios D. Doulamis, Nikolaos Doulamis
Multiple object tracking with background estimation in hyperspectral video sequences. WHISPERS (2015)
Maria Vakalopoulou, Konstantinos Karantzalos
Automatic Descriptor-Based Co-Registration of Frame Hyperspectral Data. Remote. Sens. 6 (4) (2014)
Konstantinos Karantzalos, Aristeidis Sotiras, Nikos Paragios
Efficient and Automated Multimodal Satellite Data Registration through MRFs and Linear Programming. CVPR Workshops (2014)
G. Doxani, Konstantinos Karantzalos, Maria Tsakiri-Strati
Monitoring urban changes based on scale-space filtering and object-oriented classification. Int. J. Appl. Earth Obs. Geoinformation 15 (2012)
Konstantinos Karantzalos, Nikos Paragios
Large-Scale Building Reconstruction Through Information Fusion and 3-D Priors. IEEE Trans. Geosci. Remote. Sens. 48 (5) (2010)
Konstantinos Karantzalos, Nikos Paragios
Recognition-Driven Two-Dimensional Competing Priors Toward Automatic and Accurate Building Detection. IEEE Trans. Geosci. Remote. Sens. 47 (1-1) (2009)
Konstantinos Karantzalos
Intrinsic dimensionality estimation and dimensionality reduction through scale space filtering. DPS (2009)
Konstantinos Karantzalos, Nikos Paragios
Variational model-based 3d building extraction from remote sensing data. ICIP (2009)
Konstantinos Karantzalos, Demetre Argialas, Nikos Paragios
Comparing morphological levelings constrained by different markers. ISMM (1) (2007)
Konstantinos Karantzalos, Nikos Paragios
Higher order polynomials, free form deformations and optical flow estimation. ICIP (3) (2005)
Konstantinos Karantzalos, Nikos Paragios
Implicit Free-Form-Deformations for Multi-frame Segmentation and Tracking. VLSM (2005)
Konstantinos Karantzalos, Andreas Georgopoulos
Processing with nonlinear filters satellite imagery. Image Processing: Algorithms and Systems (2003)
Konstantinos Karantzalos, Demetre Argialas, Andreas Georgopoulos
Towards automatic detection of coastlines from satellite imagery. DSP (2002)