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Konstantinos Karantzalos
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2020 – today
- 2024
- [j23]Athena Psalta
, Vasileios Tsironis, Konstantinos Karantzalos:
Transformer-based assignment decision network for multiple object tracking. Comput. Vis. Image Underst. 241: 103957 (2024) - [j22]Maria Sdraka
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: 7801-7824 (2024) - [c53]Ioannis Kakogeorgiou, Spyros Gidaris, Konstantinos Karantzalos, Nikos Komodakis:
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers. CVPR 2024: 22776-22786 - [c52]Kleanthis Karamvasis, Jorge Jorge Ruiz, Juha Lemmetyinen, Vassilia Karathanassi, Konstantinos Karantzalos:
Enhancing Understanding of Snow Dynamics Using SAR Interferometric Observables: A Case Study in Sodankyla Forest. IGARSS 2024: 125-129 - [c51]Ioannis Kakogeorgiou, Paraskevi Mikeli, Katerina Kikaki, Emmanouela Prassou, Konstantinos Karantzalos:
A Comparative Study on Sentinel-2 Cloud Detection Algorithms in Marine Environments. IGARSS 2024: 657-662 - [c50]Alexandros Falagas, Olympia Gounari, Christina Karakizi, Konstantinos Karantzalos:
MAGO Software: Using Copernicus Data For Land Cover/Crop Type Mapping And Crop Water Demand Estimation. IGARSS 2024: 1268-1272 - [c49]Sotiris Spanos, Christos Antoniou, Simon Vellas, Valsamis Ntouskos, Angelos Mallios, Paraskevi Nomikou, Konstantinos Karantzalos:
Deep Learning-Enhanced Autonomous Submarine Imaging System for Underwater Bubble Detection. IGARSS 2024: 1652-1656 - [c48]Sotiris Spanos, Valsamis Ntouskos, Konstantinos Karantzalos:
MD2IP: Training-Free Multispectral Demosaicing with Deep Image Priors. IGARSS 2024: 2991-2995 - [c47]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 Multispectral Drone and Hyperspectral EnMAP Data. IGARSS 2024: 4447-4451 - [c46]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. IGARSS 2024: 6134-6141 - [c45]Vasileios Tsironis, Athena Psalta, Andreas El Saer, Konstantinos Karantzalos:
Generating Sentinel-2 Additional Bands from Landsat 8/9 for HLS Dataset with Deep Convolutional Networks. IGARSS 2024: 8379-8382 - [c44]Bill Psomas, Ioannis Kakogeorgiou, Nikos Efthymiadis, Giorgos Tolias, Ondrej Chum, Yannis Avrithis, Konstantinos Karantzalos:
Composed Image Retrieval for Remote Sensing. IGARSS 2024: 8526-8534 - [c43]Athena Psalta, Vasileios Tsironis, Andreas El Saer, Konstantinos Karantzalos:
Addressing Single Object Tracking in Satellite Imagery through Prompt-Engineered Solutions. IGARSS 2024: 9117-9121 - [i17]Bill Psomas, Ioannis Kakogeorgiou, Nikos Efthymiadis, Giorgos Tolias, Ondrej Chum, Yannis Avrithis, Konstantinos Karantzalos:
Composed Image Retrieval for Remote Sensing. CoRR abs/2405.15587 (2024) - [i16]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 abs/2405.16953 (2024) - [i15]Athena Psalta, Vasileios Tsironis, Andreas El Saer, Konstantinos Karantzalos:
Addressing single object tracking in satellite imagery through prompt-engineered solutions. CoRR abs/2407.05518 (2024) - [i14]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 abs/2407.11404 (2024) - 2023
- [c42]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: 81-91 - [c41]Bill Psomas, Ioannis Kakogeorgiou
Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit? ICCV 2023: 5327-5337 - [c40]Christina Karakizi
Assessing the Contribution of Optical and SAR Data for Fractional Savannah Woody Vegetation Mapping. IGARSS 2023: 3118-3121 - [c39]Alexandros Falagas, Memet Ouzoun, Konstantinos Karantzalos:
On the Corellation of Remote Estimated ET and Leaf Stomatal Conductance. IGARSS 2023: 3586-3589 - [i13]Bill Psomas, Ioannis Kakogeorgiou, Konstantinos Karantzalos, Yannis Avrithis:
Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit? CoRR abs/2309.06891 (2023) - [i12]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 abs/2311.03339 (2023) - [i11]Ioannis Kakogeorgiou, Spyros Gidaris, Konstantinos Karantzalos, Nikos Komodakis:
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers. CoRR abs/2312.00648 (2023) - [i10]Aikaterini Adam, Konstantinos Karantzalos, Lazaros Grammatikopoulos, Torsten Sattler:
Has Anything Changed? 3D Change Detection by 2D Segmentation Masks. CoRR abs/2312.01148 (2023) - 2022
- [j21]Vasilis Psiroukis
Assessment of Different Object Detectors for the Maturity Level Classification of Broccoli Crops Using UAV Imagery. Remote. Sens. 14(3): 731 (2022) - [c38]Aikaterini Adam, Torsten Sattler, Konstantinos Karantzalos, Tomás Pajdla:
Objects Can Move: 3D Change Detection by Geometric Transformation Consistency. ECCV (33) 2022: 108-124 - [c37]Ioannis Kakogeorgiou
What to Hide from Your Students: Attention-Guided Masked Image Modeling. ECCV (30) 2022: 300-318 - [c36]Theodoros Mertzimekis, Varvara Lagaki, Ioannis Madesis, Georgios Siltzovalis, Eleni Petra, Paraskevi Nomikou, Pedro Tiago Martins Batista, David Cabecinhas, Antonio Pascoal, Luís Sebastião, Javier Escartin
RAMONES and Environmental Intelligence: Progress Update. GoodIT 2022: 244-249 - [c35]Shashanka Venkataramanan, Bill Psomas
It Takes Two to Tango: Mixup for Deep Metric Learning. ICLR 2022 - [c34]Maria Papadomanolaki, Maria Vakalopoulou, Konstantinos Karantzalos:
Deep Learning based Multistep Registration Focusing on Regions of Change. IGARSS 2022: 1948-1951 - [c33]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: 5905-5908 - [i9]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 abs/2203.12719 (2022) - [i8]Athena Psalta, Vasileios Tsironis, Konstantinos Karantzalos:
Transformer-based assignment decision network for multiple object tracking. CoRR abs/2208.03571 (2022) - [i7]Aikaterini Adam, Torsten Sattler, Konstantinos Karantzalos, Tomás Pajdla:
Objects Can Move: 3D Change Detection by Geometric Transformation Constistency. CoRR abs/2208.09870 (2022) - [i6]Panagiotis Agrafiotis, Konstantinos Karantzalos, Andreas Georgopoulos:
Seafloor-Invariant Caustics Removal from Underwater Imagery. CoRR abs/2212.10167 (2022) - 2021
- [j20]Ioannis Kakogeorgiou
Evaluating explainable artificial intelligence methods for multi-label deep learning classification tasks in remote sensing. Int. J. Appl. Earth Obs. Geoinformation 103: 102520 (2021) - [j19]Maria Papadomanolaki
Unsupervised Multistep Deformable Registration of Remote Sensing Imagery Based on Deep Learning. Remote. Sens. 13(7): 1294 (2021) - [j18]Maria Papadomanolaki
A Deep Multitask Learning Framework Coupling Semantic Segmentation and Fully Convolutional LSTM Networks for Urban Change Detection. IEEE Trans. Geosci. Remote. Sens. 59(9): 7651-7668 (2021) - [c32]Valsamis Ntouskos, Chrysa Iliopoulou, Konstantinos Karantzalos:
Production Machine Learning Frameworks for Geospatial Big Data. IEEE BigData 2021: 5972-5974 - [c31]T. J. Mertzimekis
Radioactivity Monitoring in Ocean Ecosystems (RAMONES). GoodIT 2021: 216-220 - [i5]Ioannis Kakogeorgiou, Konstantinos Karantzalos:
Evaluating Explainable Artificial Intelligence Methods for Multi-label Deep Learning Classification Tasks in Remote Sensing. CoRR abs/2104.01375 (2021) - [i4]Shashanka Venkataramanan, Bill Psomas, Yannis Avrithis, Ewa Kijak, Laurent Amsaleg, Konstantinos Karantzalos:
It Takes Two to Tango: Mixup for Deep Metric Learning. CoRR abs/2106.04990 (2021) - 2020
- [j17]Panagiotis Agrafiotis
Correcting Image Refraction: Towards Accurate Aerial Image-Based Bathymetry Mapping in Shallow Waters. Remote. Sens. 12(2): 322 (2020) - [j16]Aikaterini Kikaki
Remotely Sensing the Source and Transport of Marine Plastic Debris in Bay Islands of Honduras (Caribbean Sea). Remote. Sens. 12(11): 1727 (2020) - [j15]Zacharias Kandylakis, Alexandros Falagas, Christina Karakizi
Water Stress Estimation in Vineyards from Aerial SWIR and Multispectral UAV Data. Remote. Sens. 12(15): 2499 (2020) - [c30]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: 7-13 - [c29]Athina Psalta
Social Pooling with Edge Convolutions on Local Connectivity Graphs for Human Trajectory Prediction in Crowded Scenes. ITSC 2020: 1-6
2010 – 2019
- 2019
- [j14]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): 446 (2019) - [j13]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): 684 (2019) - [j12]Eija Honkavaara
Editorial for the Special Issue "Frontiers in Spectral Imaging and 3D Technologies for Geospatial Solutions". Remote. Sens. 11(14): 1714 (2019) - [j11]Panagiotis Agrafiotis
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): 2225 (2019) - [c28]Maria Papadomanolaki, Sagar Verma, Maria Vakalopoulou, Siddharth Gupta, Konstantinos Karantzalos:
Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data. IGARSS 2019: 214-217 - [c27]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: 1069-1072 - [i3]Panagiotis Agrafiotis, Dimitrios Skarlatos, Andreas Georgopoulos, Konstantinos Karantzalos:
Shallow Water Bathymetry Mapping from UAV Imagery based on Machine Learning. CoRR abs/1902.10733 (2019) - [i2]Maria Papadomanolaki, Sagar Verma, Maria Vakalopoulou, Siddharth Gupta, Konstantinos Karantzalos:
Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data. CoRR abs/1910.07778 (2019) - 2018
- [j10]Christina Karakizi
Detailed Land Cover Mapping from Multitemporal Landsat-8 Data of Different Cloud Cover. Remote. Sens. 10(8): 1214 (2018) - [j9]Ioannis Manakos
Comparison of Global and Continental Land Cover Products for Selected Study Areas in South Central and Eastern European Region. Remote. Sens. 10(12): 1967 (2018) - [c26]Christina Karakizi
Towards Joint Land Cover and Crop Type Mapping with Numerous Classes. IGARSS 2018: 2980-2983 - [c25]Maria Papadomanolaki, Maria Vakalopoulou, Nikos Paragios, Konstantinos Karantzalos:
Stacked Encoder-Decoders for Accurate Semantic Segmentation of Very High Resolution Satellite Datasets. IGARSS 2018: 6927-6930 - [c24]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: 1-4 - 2017
- [j8]Lichao Mou, Xiaoxiang Zhu
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): 3435-3447 (2017) - [c23]Maria Vakalopoulou, Norbert Bus, Konstantinos Karantzalos
Integrating edge/boundary priors with classification scores for building detection in very high resolution data. IGARSS 2017: 3309-3312 - [c22]Simon Vellas
FPGA acceleration of hyperspectral image processing for high-speed detection applications. ISCAS 2017: 1-4 - [c21]Maria Papadomanolaki, Maria Vakalopoulou, Konstantinos Karantzalos
Patch-based deep learning architectures for sparse annotated very high resolution datasets. JURSE 2017: 1-4 - [c20]Theodosia Vardoulaki, Maria Vakalopoulou, Konstantinos Karantzalos
Per city-block, density estimation at build-up areas from aerial RGB imagery with deep learning. JURSE 2017: 1-4 - [i1]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 abs/1702.07890 (2017) - 2016
- [j7]Christina Karakizi
Vineyard Detection and Vine Variety Discrimination from Very High Resolution Satellite Data. Remote. Sens. 8(3): 235 (2016) - [j6]Maria Vakalopoulou
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): 2940-2951 (2016) - [c19]Maria Vakalopoulou, C. Platias, Maria Papadomanolaki, Nikos Paragios, Konstantinos Karantzalos
Simultaneous registration, segmentation and change detection from multisensor, multitemporal satellite image pairs. IGARSS 2016: 1827-1830 - 2015
- [j5]Konstantinos Karantzalos
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): 4665-4674 (2015) - [c18]Athanasios Karmas, Angelos Tzotsos, Konstantinos Karantzalos
Scalable Geospatial Web Services through Efficient, Online and Near Real-Time Processing of Earth Observation Data. BigDataService 2015: 194-201 - [c17]Maria Vakalopoulou, Konstantinos Karantzalos, Nikos Komodakis, Nikos Paragios:
Simultaneous registration and change detection in multitemporal, very high resolution remote sensing data. CVPR Workshops 2015: 61-69 - [c16]Maria Vakalopoulou, Konstantinos Karantzalos
Building detection in very high resolution multispectral data with deep learning features. IGARSS 2015: 1873-1876 - [c15]George Kopsiaftis, Konstantinos Karantzalos
Vehicle detection and traffic density monitoring from very high resolution satellite video data. IGARSS 2015: 1881-1884 - [c14]Christina Karakizi
Detecting and classifying vine varieties from very high resolution multispectral data. IGARSS 2015: 3401-3404 - [c13]Konstantinos Makantasis, Konstantinos Karantzalos, Anastasios D. Doulamis, Nikolaos D. Doulamis:
Deep supervised learning for hyperspectral data classification through convolutional neural networks. IGARSS 2015: 4959-4962 - [c12]Konstantinos Makantasis, Konstantinos Karantzalos, Anastasios D. Doulamis, Konstantinos Loupos:
Deep Learning-Based Man-Made Object Detection from Hyperspectral Data. ISVC (1) 2015: 717-727 - [c11]Nikolaos D. Doulamis, Anastasios D. Doulamis, Konstantinos Makantasis, Konstantinos Karantzalos, Konstantinos Loupos:
Micro-scale thermal behavioral analysis for active evacuation routes. PETRA 2015: 50:1-50:4 - [c10]Zacharias Kandylakis, Konstantinos Karantzalos
Multiple object tracking with background estimation in hyperspectral video sequences. WHISPERS 2015: 1-4 - [c9]Athanasios Karmas, Konstantinos Karantzalos
Benchmarking server-side software modules for handling and processing remote sensing data through Rasdaman. WHISPERS 2015: 1-4 - 2014
- [j4]Maria Vakalopoulou, Konstantinos Karantzalos
Automatic Descriptor-Based Co-Registration of Frame Hyperspectral Data. Remote. Sens. 6(4): 3409-3426 (2014) - [c8]Konstantinos Karantzalos
Efficient and Automated Multimodal Satellite Data Registration through MRFs and Linear Programming. CVPR Workshops 2014: 335-342 - 2012
- [j3]G. Doxani, Konstantinos Karantzalos
Monitoring urban changes based on scale-space filtering and object-oriented classification. Int. J. Appl. Earth Obs. Geoinformation 15: 38-48 (2012) - 2010
- [j2]Konstantinos Karantzalos
Large-Scale Building Reconstruction Through Information Fusion and 3-D Priors. IEEE Trans. Geosci. Remote. Sens. 48(5): 2283-2296 (2010)
2000 – 2009
- 2009
- [j1]Konstantinos Karantzalos
Recognition-Driven Two-Dimensional Competing Priors Toward Automatic and Accurate Building Detection. IEEE Trans. Geosci. Remote. Sens. 47(1-1): 133-144 (2009) - [c7]Konstantinos Karantzalos
Intrinsic dimensionality estimation and dimensionality reduction through scale space filtering. DPS 2009: 1-6 - [c6]Konstantinos Karantzalos
Variational model-based 3d building extraction from remote sensing data. ICIP 2009: 545-548 - 2007
- [c5]Konstantinos Karantzalos, Demetre Argialas, Nikos Paragios:
Comparing morphological levelings constrained by different markers. ISMM (1) 2007: 113-124 - 2005
- [c4]Konstantinos Karantzalos
Higher order polynomials, free form deformations and optical flow estimation. ICIP (3) 2005: 1280-1283 - [c3]Konstantinos Karantzalos
Implicit Free-Form-Deformations for Multi-frame Segmentation and Tracking. VLSM 2005: 271-282 - 2003
- [c2]Konstantinos Karantzalos
Processing with nonlinear filters satellite imagery. Image Processing: Algorithms and Systems 2003: 392-398 - 2002
- [c1]Konstantinos Karantzalos
Towards automatic detection of coastlines from satellite imagery. DSP 2002: 897-900
Coauthor Index
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