Towards automatic detection of coastlines from satellite imagery. - Konstantinos Karantzalos; Demetre Argialas; Andreas Georgopoulos (DSP, 2002)

Processing with nonlinear filters satellite imagery. - Konstantinos Karantzalos; Andreas Georgopoulos (Image Processing: Algorithms and Systems, 2003)

Higher order polynomials, free form deformations and optical flow estimation. - Konstantinos Karantzalos; Nikos Paragios (ICIP (3), 2005)

Implicit Free-Form-Deformations for Multi-frame Segmentation and Tracking. - Konstantinos Karantzalos; Nikos Paragios (VLSM, 2005)

Comparing morphological levelings constrained by different markers. - Konstantinos Karantzalos; Demetre Argialas; Nikos Paragios (ISMM (1), 2007)

Intrinsic dimensionality estimation and dimensionality reduction through scale space filtering. - Konstantinos Karantzalos (DPS, 2009)

Variational model-based 3d building extraction from remote sensing data. - Konstantinos Karantzalos; Nikos Paragios (ICIP, 2009)

Recognition-Driven Two-Dimensional Competing Priors Toward Automatic and Accurate Building Detection. - Konstantinos Karantzalos; Nikos Paragios (IEEE Trans. Geosci. Remote. Sens., 2009)

Large-Scale Building Reconstruction Through Information Fusion and 3-D Priors. - Konstantinos Karantzalos; Nikos Paragios (IEEE Trans. Geosci. Remote. Sens., 2010)

Monitoring urban changes based on scale-space filtering and object-oriented classification. - G. Doxani; Konstantinos Karantzalos; Maria Tsakiri-Strati (Int. J. Appl. Earth Obs. Geoinformation, 2012)

Efficient and Automated Multimodal Satellite Data Registration through MRFs and Linear Programming. - Konstantinos Karantzalos; Aristeidis Sotiras; Nikos Paragios (CVPR Workshops, 2014)

Automatic Descriptor-Based Co-Registration of Frame Hyperspectral Data. - Maria Vakalopoulou; Konstantinos Karantzalos (Remote. Sens., 2014)

Scalable Geospatial Web Services through Efficient, Online and Near Real-Time Processing of Earth Observation Data. - Athanasios Karmas; Angelos Tzotsos; Konstantinos Karantzalos (BigDataService, 2015)

Simultaneous registration and change detection in multitemporal, very high resolution remote sensing data. - Maria Vakalopoulou; Konstantinos Karantzalos; Nikos Komodakis; Nikos Paragios (CVPR Workshops, 2015)

Detecting and classifying vine varieties from very high resolution multispectral data. - Christina Karakizi; Konstantinos Karantzalos (IGARSS, 2015)

Vehicle detection and traffic density monitoring from very high resolution satellite video data. - George Kopsiaftis; Konstantinos Karantzalos (IGARSS, 2015)

Deep supervised learning for hyperspectral data classification through convolutional neural networks. - Konstantinos Makantasis; Konstantinos Karantzalos; Anastasios D. Doulamis; Nikolaos D. Doulamis (IGARSS, 2015)

Building detection in very high resolution multispectral data with deep learning features. - Maria Vakalopoulou; Konstantinos Karantzalos; Nikos Komodakis; Nikos Paragios (IGARSS, 2015)

Deep Learning-Based Man-Made Object Detection from Hyperspectral Data. - Konstantinos Makantasis; Konstantinos Karantzalos; Anastasios D. Doulamis; Konstantinos Loupos (ISVC (1), 2015)

Micro-scale thermal behavioral analysis for active evacuation routes. - Nikolaos D. Doulamis; Anastasios D. Doulamis; Konstantinos Makantasis; Konstantinos Karantzalos; Konstantinos Loupos (PETRA, 2015)

Multiple object tracking with background estimation in hyperspectral video sequences. - Zacharias Kandylakis; Konstantinos Karantzalos; Anastasios D. Doulamis; Nikolaos Doulamis (WHISPERS, 2015)

Benchmarking server-side software modules for handling and processing remote sensing data through Rasdaman. - Athanasios Karmas; Konstantinos Karantzalos (WHISPERS, 2015)

A Scalable Geospatial Web Service for Near Real-Time, High-Resolution Land Cover Mapping. - Konstantinos Karantzalos; Dimitris Bliziotis; Athanasios Karmas (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Simultaneous registration, segmentation and change detection from multisensor, multitemporal satellite image pairs. - Maria Vakalopoulou; C. Platias; Maria Papadomanolaki; Nikos Paragios; Konstantinos Karantzalos (IGARSS, 2016)

Vineyard Detection and Vine Variety Discrimination from Very High Resolution Satellite Data. - Christina Karakizi; Marios Oikonomou; Konstantinos Karantzalos (Remote. Sens., 2016)

Graph-Based Registration, Change Detection, and Classification in Very High Resolution Multitemporal Remote Sensing Data. - Maria Vakalopoulou; Konstantinos Karantzalos; Nikos Komodakis; Nikos Paragios (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Integrating edge/boundary priors with classification scores for building detection in very high resolution data. - Maria Vakalopoulou; Norbert Bus; Konstantinos Karantzalos; Nikos Paragios (IGARSS, 2017)

FPGA acceleration of hyperspectral image processing for high-speed detection applications. - Simon Vellas; George Lentaris; Konstantinos Maragos 001; Dimitrios Soudris; Zacharias Kandylakis; Konstantinos Karantzalos (ISCAS, 2017)

Patch-based deep learning architectures for sparse annotated very high resolution datasets. - Maria Papadomanolaki; Maria Vakalopoulou; Konstantinos Karantzalos (JURSE, 2017)

Per city-block, density estimation at build-up areas from aerial RGB imagery with deep learning. - Theodosia Vardoulaki; Maria Vakalopoulou; Konstantinos Karantzalos (JURSE, 2017)

Building up user confidence for the spaceborne derived global and continental land cover products for the Mediterranean region: the case of Thessaly. - Ioannis Manakos; Christina Karakizi; Giannis Gkinis; Konstantinos Karantzalos (CoRR, 2017)

Multitemporal Very High Resolution From Space: Outcome of the 2016 IEEE GRSS Data Fusion Contest. - Lichao Mou; Xiaoxiang Zhu 001; Maria Vakalopoulou; Konstantinos Karantzalos; Nikos Paragios; Bertrand Le Saux; Gabriele Moser; Devis Tuia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Towards Joint Land Cover and Crop Type Mapping with Numerous Classes. - Christina Karakizi; Georgia Antoniou; Konstantinos Karantzalos (IGARSS, 2018)

Stacked Encoder-Decoders for Accurate Semantic Segmentation of Very High Resolution Satellite Datasets. - Maria Papadomanolaki; Maria Vakalopoulou; Nikos Paragios; Konstantinos Karantzalos (IGARSS, 2018)

Snapshot Multispectral and Hyperspectral Data Processing for Estimating Food Quality Parameters. - Christos Platias; Zacharias Kandylakis; Efstathios Z. Panagou; George-John E. Nychas; Konstantinos Karantzalos (WHISPERS, 2018)

Detailed Land Cover Mapping from Multitemporal Landsat-8 Data of Different Cloud Cover. - Christina Karakizi; Konstantinos Karantzalos; Maria Vakalopoulou; Georgia Antoniou (Remote. Sens., 2018)

Comparison of Global and Continental Land Cover Products for Selected Study Areas in South Central and Eastern European Region. - 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; et al. (Remote. Sens., 2018)

A Multi-Task Deep Learning Framework Coupling Semantic Segmentation and Image Reconstruction for Very High Resolution Imagery. - Maria Papadomanolaki; Konstantinos Karantzalos; Maria Vakalopoulou (IGARSS, 2019)

Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data. - Maria Papadomanolaki; Sagar Verma; Maria Vakalopoulou; Siddharth Gupta 006; Konstantinos Karantzalos (IGARSS, 2019)

Shallow Water Bathymetry Mapping from UAV Imagery based on Machine Learning. - Panagiotis Agrafiotis; Dimitrios Skarlatos 001; Andreas Georgopoulos; Konstantinos Karantzalos (CoRR, 2019)

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. - Panagiotis Agrafiotis; Dimitrios Skarlatos 001; Andreas Georgopoulos; Konstantinos Karantzalos (Remote. Sens., 2019)

Editorial for the Special Issue "Frontiers in Spectral Imaging and 3D Technologies for Geospatial Solutions". - Eija Honkavaara; Konstantinos Karantzalos; Xinlian Liang; Erica Nocerino; Ilkka Pölönen; Petri Rönnholm (Remote. Sens., 2019)

Fusing Multimodal Video Data for Detecting Moving Objects/Targets in Challenging Indoor and Outdoor Scenes. - Zacharias Kandylakis; Konstantinos Vasili; Konstantinos Karantzalos (Remote. Sens., 2019)

A Novel Object-Based Deep Learning Framework for Semantic Segmentation of Very High-Resolution Remote Sensing Data: Comparison with Convolutional and Fully Convolutional Networks. - Maria Papadomanolaki; Maria Vakalopoulou; Konstantinos Karantzalos (Remote. Sens., 2019)

Novel Virtual Reality Solutions for Captivating Virtual Underwater Tours Targeting the Cultural and Tourism Industries. - Paraskevi Nomikou; George Pehlivanides; A. El Saer; Konstantinos Karantzalos; Christos Stentoumis; Konstantina Bejelou; Varvara Antoniou; Maria Douza; Othonas Vlasopoulos; Konstantinos Monastiridis; Anna Dura (GISTAM, 2020)

Social Pooling with Edge Convolutions on Local Connectivity Graphs for Human Trajectory Prediction in Crowded Scenes. - Athina Psalta; Vasileios Tsironis; Konstantinos Karantzalos; Ioanna Spyropoulou (ITSC, 2020)

Correcting Image Refraction: Towards Accurate Aerial Image-Based Bathymetry Mapping in Shallow Waters. - Panagiotis Agrafiotis; Konstantinos Karantzalos; Andreas Georgopoulos; Dimitrios Skarlatos 001 (Remote. Sens., 2020)

Water Stress Estimation in Vineyards from Aerial SWIR and Multispectral UAV Data. - Zacharias Kandylakis; Alexandros Falagas; Christina Karakizi; Konstantinos Karantzalos (Remote. Sens., 2020)

Remotely Sensing the Source and Transport of Marine Plastic Debris in Bay Islands of Honduras (Caribbean Sea). - Aikaterini Kikaki; Konstantinos Karantzalos; Caroline A. Power; Dionysios E. Raitsos (Remote. Sens., 2020)

Production Machine Learning Frameworks for Geospatial Big Data. - Valsamis Ntouskos; Chrysa Iliopoulou; Konstantinos Karantzalos (IEEE BigData, 2021)

Radioactivity Monitoring in Ocean Ecosystems (RAMONES). - T. J. Mertzimekis; Paraskevi Nomikou; Eleni Petra; Pedro Batista 001; David Cabecinhas; Antonio Pascoal; L. Sebastiño; Javier Escartin; Konstantin Kebkal; Konstantinos Karantzalos; Angelos Mallios; Konstantinos Nikolopoulos; et al. (GoodIT, 2021)

Evaluating explainable artificial intelligence methods for multi-label deep learning classification tasks in remote sensing. - Ioannis Kakogeorgiou; Konstantinos Karantzalos (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Unsupervised Multistep Deformable Registration of Remote Sensing Imagery Based on Deep Learning. - Maria Papadomanolaki; Stergios Christodoulidis; Konstantinos Karantzalos; Maria Vakalopoulou (Remote. Sens., 2021)

A Deep Multitask Learning Framework Coupling Semantic Segmentation and Fully Convolutional LSTM Networks for Urban Change Detection. - Maria Papadomanolaki; Maria Vakalopoulou; Konstantinos Karantzalos (IEEE Trans. Geosci. Remote. Sens., 2021)

Objects Can Move: 3D Change Detection by Geometric Transformation Consistency. - Aikaterini Adam; Torsten Sattler; Konstantinos Karantzalos; Tomás Pajdla (ECCV (33), 2022)

What to Hide from Your Students: Attention-Guided Masked Image Modeling. - Ioannis Kakogeorgiou; Spyros Gidaris; Bill Psomas; Yannis Avrithis; Andrei Bursuc; Konstantinos Karantzalos; Nikos Komodakis (ECCV (30), 2022)

RAMONES and Environmental Intelligence: Progress Update. - Theodoros Mertzimekis; Varvara Lagaki; Ioannis Madesis; Georgios Siltzovalis; Eleni Petra; Paraskevi Nomikou; Pedro Tiago Martins Batista; David Cabecinhas; Antonio Pascoal; Luís Sebastião; Javier Escartin; Konstantin Kebkal; et al. (GoodIT, 2022)

It Takes Two to Tango: Mixup for Deep Metric Learning. - Shashanka Venkataramanan; Bill Psomas; Ewa Kijak; Laurent Amsaleg; Konstantinos Karantzalos; Yannis Avrithis (ICLR, 2022)

Deep Learning based Multistep Registration Focusing on Regions of Change. - Maria Papadomanolaki; Maria Vakalopoulou; Konstantinos Karantzalos (IGARSS, 2022)

Towards a Deep Learning Fractional Woody Vegetation Cover Monitoring Framework. - Elias Symeonakis; Antonis Korkofigkas; Thomas P. Higginbottom; James Boyd; Eva Arnau-Rosalén; Giorgos Stamou; Konstantinos Karantzalos (IGARSS, 2022)

Objects Can Move: 3D Change Detection by Geometric Transformation Constistency. - Aikaterini Adam; Torsten Sattler; Konstantinos Karantzalos; Tomás Pajdla (CoRR, 2022)

Seafloor-Invariant Caustics Removal from Underwater Imagery. - Panagiotis Agrafiotis; Konstantinos Karantzalos; Andreas Georgopoulos (CoRR, 2022)

Assessment of Different Object Detectors for the Maturity Level Classification of Broccoli Crops Using UAV Imagery. - Vasilis Psiroukis; Borja Espejo-García; Andreas Chitos; Athanasios Dedousis; Konstantinos Karantzalos; Spyros Fountas (Remote. Sens., 2022)

Neural-based Reconstruction of Radioactivity Distribution in Large Water Volumes with Underwater Gliders (regular paper). - Melkon Chatsikian; Valsamis Ntouskos; Angelos Mallios; Konstantinos Karantzalos (AIRO@AI*IA, 2023)

Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit? - Bill Psomas; Ioannis Kakogeorgiou; Konstantinos Karantzalos; Yannis Avrithis (ICCV, 2023)

On the Corellation of Remote Estimated ET and Leaf Stomatal Conductance. - Alexandros Falagas; Memet Ouzoun; Konstantinos Karantzalos (IGARSS, 2023)

Assessing the Contribution of Optical and SAR Data for Fractional Savannah Woody Vegetation Mapping. - Christina Karakizi; Olympia Gounari; Eleni Sofikiti; Giorgos Begkos; Konstantinos Karantzalos; Elias Symeonakis (IGARSS, 2023)

Has Anything Changed? 3D Change Detection by 2D Segmentation Masks. - Aikaterini Adam; Konstantinos Karantzalos; Lazaros Grammatikopoulos; Torsten Sattler (CoRR, 2023)

SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers. - Ioannis Kakogeorgiou; Spyros Gidaris; Konstantinos Karantzalos; Nikos Komodakis (CVPR, 2024)

MAGO Software: Using Copernicus Data For Land Cover/Crop Type Mapping And Crop Water Demand Estimation. - Alexandros Falagas; Olympia Gounari; Christina Karakizi; Konstantinos Karantzalos (IGARSS, 2024)

A Comparative Study on Sentinel-2 Cloud Detection Algorithms in Marine Environments. - Ioannis Kakogeorgiou; Paraskevi Mikeli; Katerina Kikaki; Emmanouela Prassou; Konstantinos Karantzalos (IGARSS, 2024)

Mapping Savannah Woody Vegetation at the Species Level with Multispectral Drone and Hyperspectral EnMAP Data. - Christina Karakizi; Akpona Okujeni; Eleni Sofikiti; Vasileios Tsironis; Athina Psalta; Konstantinos Karantzalos; Patrick Hostert; Elias Symeonakis (IGARSS, 2024)

Enhancing Understanding of Snow Dynamics Using SAR Interferometric Observables: A Case Study in Sodankyla Forest. - Kleanthis Karamvasis; Jorge Jorge Ruiz; Juha Lemmetyinen; Vassilia Karathanassi; Konstantinos Karantzalos (IGARSS, 2024)

Addressing Single Object Tracking in Satellite Imagery through Prompt-Engineered Solutions. - Athena Psalta; Vasileios Tsironis; Andreas El Saer; Konstantinos Karantzalos (IGARSS, 2024)

Composed Image Retrieval for Remote Sensing. - Bill Psomas; Ioannis Kakogeorgiou; Nikos Efthymiadis; Giorgos Tolias; Ondrej Chum; Yannis Avrithis; Konstantinos Karantzalos (IGARSS, 2024)

Deep Learning-Enhanced Autonomous Submarine Imaging System for Underwater Bubble Detection. - Sotiris Spanos; Christos Antoniou; Simon Vellas; Valsamis Ntouskos; Angelos Mallios; Paraskevi Nomikou; Konstantinos Karantzalos (IGARSS, 2024)

MD2IP: Training-Free Multispectral Demosaicing with Deep Image Priors. - Sotiris Spanos; Valsamis Ntouskos; Konstantinos Karantzalos (IGARSS, 2024)

Generating Sentinel-2 Additional Bands from Landsat 8/9 for HLS Dataset with Deep Convolutional Networks. - Vasileios Tsironis; Athena Psalta; Andreas El Saer; Konstantinos Karantzalos (IGARSS, 2024)

Evaluation of Resource-Efficient Crater Detectors on Embedded Systems. - Simon Vellas; Bill Psomas; Kalliopi Karadima; Dimitrios Danopoulos; Alexandros Paterakis; George Lentaris; Dimitrios Soudris; Konstantinos Karantzalos (IGARSS, 2024)

Autonomous Queue Management System in Software-defined Routers for Sensor Networks. - Yagmur Yigit; Leandros Maglaras; Konstantinos Karantzalos; Kerem Gursu; Mehmet Özdem; William J. Buchanan; Berk Canberk (WF-IoT, 2024)

Mapping savannah woody vegetation at the species level with multispecral drone and hyperspectral EnMAP data. - Christina Karakizi; Akpona Okujeni; Eleni Sofikiti; Vasileios Tsironis; Athina Psalta; Konstantinos Karantzalos; Patrick Hostert; Elias Symeonakis (CoRR, 2024)

Transformer-based assignment decision network for multiple object tracking. - Athena Psalta; Vasileios Tsironis; Konstantinos Karantzalos (Comput. Vis. Image Underst., 2024)

FLOGA: A Machine-Learning-Ready Dataset, a Benchmark, and a Novel Deep Learning Model for Burnt Area Mapping With Sentinel-2. - Maria Sdraka; Alkinoos Dimakos; Alexandros Malounis; Zisoula Ntasiou; Konstantinos Karantzalos; Dimitrios Michail 001; Ioannis Papoutsis (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Edge SpAIce: Deep Learning Deployment Pipeline for Onboard Data Reduction on Satellite FPGAs. - Noemi D'Abbondanza; Stylianos Tzelepis; Nicolò Ghielmetti; Ioannis Kakogeorgiou; Vanya Buchova; Konstantinos Karantzalos; Katerina Kikaki; Nicolas-Marcel Lemoine; Maurizio Pierini; Sioni Summers; Simon Vellas; François de Vieilleville; et al. (IPDPS (Workshops), 2025)

Composed Image Retrieval for Training-FREE DOMain Conversion. - Nikos Efthymiadis; Bill Psomas; Zakaria Laskar; Konstantinos Karantzalos; Yannis Avrithis; Ondrej Chum; Giorgos Tolias (WACV, 2025)

TRACE: Transformer-Based Risk Assessment for Clinical Evaluation. - Dionysis Christopoulos; Sotiris Spanos; Valsamis Ntouskos; Konstantinos Karantzalos (IEEE Access, 2025)

Skin Lesion Phenotyping via Nested Multi-modal Contrastive Learning. - Dionysis Christopoulos; Sotiris Spanos; Eirini Baltzi; Valsamis Ntouskos; Konstantinos Karantzalos (CoRR, 2025)

Attention, Please! Revisiting Attentive Probing for Masked Image Modeling. - Bill Psomas; Dionysis Christopoulos; Eirini Baltzi; Ioannis Kakogeorgiou; Tilemachos Aravanis; Nikos Komodakis; Konstantinos Karantzalos; Yannis Avrithis; Giorgos Tolias (CoRR, 2025)