Konstantinos Karantzalos
Orcid: 0000-0001-8730-6245
According to our database1,
Konstantinos Karantzalos
authored at least 71 papers
between 2002 and 2024.
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Bibliography
2024
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., 2024
Comput. Vis. Image Underst., 2024
2023
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers.
CoRR, 2023
Assessing the Contribution of Optical and SAR Data for Fractional Savannah Woody Vegetation Mapping.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Neural-based Reconstruction of Radioactivity Distribution in Large Water Volumes with Underwater Gliders (regular paper).
Proceedings of the 10th Italian Workshop on Artificial Intelligence and Robotics co-located with the the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023
2022
Assessment of Different Object Detectors for the Maturity Level Classification of Broccoli Crops Using UAV Imagery.
Remote. Sens., 2022
CoRR, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
2021
A Deep Multitask Learning Framework Coupling Semantic Segmentation and Fully Convolutional LSTM Networks for Urban Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2021
Unsupervised Multistep Deformable Registration of Remote Sensing Imagery Based on Deep Learning.
Remote. Sens., 2021
Evaluating explainable artificial intelligence methods for multi-label deep learning classification tasks in remote sensing.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Proceedings of the GoodIT '21: Conference on Information Technology for Social Good, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Remotely Sensing the Source and Transport of Marine Plastic Debris in Bay Islands of Honduras (Caribbean Sea).
Remote. Sens., 2020
Remote. Sens., 2020
Correcting Image Refraction: Towards Accurate Aerial Image-Based Bathymetry Mapping in Shallow Waters.
Remote. Sens., 2020
Social Pooling with Edge Convolutions on Local Connectivity Graphs for Human Trajectory Prediction in Crowded Scenes.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020
Novel Virtual Reality Solutions for Captivating Virtual Underwater Tours Targeting the Cultural and Tourism Industries.
Proceedings of the 6th International Conference on Geographical Information Systems Theory, 2020
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.
Remote. Sens., 2019
Fusing Multimodal Video Data for Detecting Moving Objects/Targets in Challenging Indoor and Outdoor Scenes.
Remote. Sens., 2019
Editorial for the Special Issue "Frontiers in Spectral Imaging and 3D Technologies for Geospatial Solutions".
Remote. Sens., 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.
Remote. Sens., 2019
CoRR, 2019
Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
A Multi-Task Deep Learning Framework Coupling Semantic Segmentation and Image Reconstruction for Very High Resolution Imagery.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
Comparison of Global and Continental Land Cover Products for Selected Study Areas in South Central and Eastern European Region.
Remote. Sens., 2018
Detailed Land Cover Mapping from Multitemporal Landsat-8 Data of Different Cloud Cover.
Remote. Sens., 2018
Snapshot Multispectral and Hyperspectral Data Processing for Estimating Food Quality Parameters.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
Stacked Encoder-Decoders for Accurate Semantic Segmentation of Very High Resolution Satellite Datasets.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Multitemporal Very High Resolution From Space: Outcome of the 2016 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Building up user confidence for the spaceborne derived global and continental land cover products for the Mediterranean region: the case of Thessaly.
CoRR, 2017
Per city-block, density estimation at build-up areas from aerial RGB imagery with deep learning.
Proceedings of the Joint Urban Remote Sensing Event, 2017
Patch-based deep learning architectures for sparse annotated very high resolution datasets.
Proceedings of the Joint Urban Remote Sensing Event, 2017
FPGA acceleration of hyperspectral image processing for high-speed detection applications.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
Integrating edge/boundary priors with classification scores for building detection in very high resolution data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Graph-Based Registration, Change Detection, and Classification in Very High Resolution Multitemporal Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Vineyard Detection and Vine Variety Discrimination from Very High Resolution Satellite Data.
Remote. Sens., 2016
Simultaneous registration, segmentation and change detection from multisensor, multitemporal satellite image pairs.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
A Scalable Geospatial Web Service for Near Real-Time, High-Resolution Land Cover Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Benchmarking server-side software modules for handling and processing remote sensing data through Rasdaman.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Multiple object tracking with background estimation in hyperspectral video sequences.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015
Building detection in very high resolution multispectral data with deep learning features.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing 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
Vehicle detection and traffic density monitoring from very high resolution satellite video data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Detecting and classifying vine varieties from very high resolution multispectral data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Simultaneous registration and change detection in multitemporal, very high resolution remote sensing data.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015
Scalable Geospatial Web Services through Efficient, Online and Near Real-Time Processing of Earth Observation Data.
Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015
2014
Remote. Sens., 2014
Efficient and Automated Multimodal Satellite Data Registration through MRFs and Linear Programming.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014
2012
Monitoring urban changes based on scale-space filtering and object-oriented classification.
Int. J. Appl. Earth Obs. Geoinformation, 2012
2010
IEEE Trans. Geosci. Remote. Sens., 2010
2009
Recognition-Driven Two-Dimensional Competing Priors Toward Automatic and Accurate Building Detection.
IEEE Trans. Geosci. Remote. Sens., 2009
Proceedings of the International Conference on Image Processing, 2009
Intrinsic dimensionality estimation and dimensionality reduction through scale space filtering.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009
2007
Comparing morphological levelings constrained by different markers.
Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007
2005
Proceedings of the Variational, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
2003
Proceedings of the Image Processing: Algorithms and Systems II, 2003
2002
Proceedings of the 14th International Conference on Digital Signal Processing, 2002