Konstantinos Karantzalos

发表

Why choosing advanced nonlinear scale space filtering for denoising and simplifying images

Konstantinos Karantzalos, 2009 .

Comparison of Global and Continental Land Cover Products for Selected Study Areas in South Central and Eastern European Region

Ioannis Manakos, Konstantinos Karantzalos, Jana Albrechtová, 2018, Remote. Sens..

Deep Learning-Based Man-Made Object Detection from Hyperspectral Data

Konstantinos Karantzalos, Konstantinos Makantasis, Anastasios D. Doulamis, 2015, ISVC.

Evaluation of selected edge detection techniques in remotely sensing images

Konstantinos Karantzalos, Demetre Argialas, 2003, SPIE Remote Sensing.

Stacked Encoder-Decoders for Accurate Semantic Segmentation of Very High Resolution Satellite Datasets

Nikos Paragios, Konstantinos Karantzalos, Maria Vakalopoulou, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Combining anisotropic diffusion and alternating sequential filtering for satellite image enhancement and smoothing

Konstantinos Karantzalos, K. Karantzalos, 2004, SPIE Remote Sensing.

FPGA acceleration of hyperspectral image processing for high-speed detection applications

Dimitrios Soudris, Konstantinos Karantzalos, Konstantinos Maragos, 2017, 2017 IEEE International Symposium on Circuits and Systems (ISCAS).

Patch-based deep learning architectures for sparse annotated very high resolution datasets

Konstantinos Karantzalos, Maria Vakalopoulou, Maria Papadomanolaki, 2017, 2017 Joint Urban Remote Sensing Event (JURSE).

Vehicle detection and traffic density monitoring from very high resolution satellite video data

Konstantinos Karantzalos, George Kopsiaftis, K. Karantzalos, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Multitemporal Very High Resolution From Space: Outcome of the 2016 IEEE GRSS Data Fusion Contest

Nikos Paragios, Gabriele Moser, Lichao Mou, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A Novel Object-Based Deep Learning Framework for Semantic Segmentation of Very High-Resolution Remote Sensing Data: Comparison with Convolutional and Fully Convolutional Networks

Konstantinos Karantzalos, Maria Vakalopoulou, Maria Papadomanolaki, 2019, Remote. Sens..

Object-based image analysis through nonlinear scale-space filtering

Konstantinos Karantzalos, Demetre Argialas, Angelos Tzotsos, 2011 .

Scalable Geospatial Web Services through Efficient, Online and Near Real-Time Processing of Earth Observation Data

Konstantinos Karantzalos, Angelos Tzotsos, Athanasios Karmas, 2015, 2015 IEEE First International Conference on Big Data Computing Service and Applications.

Building up user confidence for the spaceborne derived global and continental land cover products for the Mediterranean region: the case of Thessaly pdf

Ioannis Manakos, Konstantinos Karantzalos, Christina Karakizi, 2017, ArXiv.

Graph-Based Registration, Change Detection, and Classification in Very High Resolution Multitemporal Remote Sensing Data

Nikos Komodakis, Nikos Paragios, Konstantinos Karantzalos, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Automatic detection and tracking of oil spills in SAR imagery with level set segmentation

Konstantinos Karantzalos, Demetre Argialas, K. Karantzalos, 2008 .

Detecting and classifying vine varieties from very high resolution multispectral data

Konstantinos Karantzalos, Christina Karakizi, K. Karantzalos, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

URBAN CHANGE DETECTION BASED ON SEMANTIC SEGMENTATION AND FULLY CONVOLUTIONAL LSTM NETWORKS

Konstantinos Karantzalos, Maria Vakalopoulou, Maria Papadomanolaki, 2020 .

Shallow Water Bathymetry Mapping from UAV Imagery based on Machine Learning pdf

Dimitrios Skarlatos, Panagiotis Agrafiotis, Andreas Georgopoulos, 2019, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences.

Simultaneous registration and change detection in multitemporal, very high resolution remote sensing data

Nikos Komodakis, Nikos Paragios, Konstantinos Karantzalos, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Per city-block, density estimation at build-up areas from aerial RGB imagery with deep learning

Konstantinos Karantzalos, Maria Vakalopoulou, Theodosia Vardoulaki, 2017, 2017 Joint Urban Remote Sensing Event (JURSE).

Recognition-Driven Two-Dimensional Competing Priors Toward Automatic and Accurate Building Detection

Nikos Paragios, Konstantinos Karantzalos, N. Paragios, 2009, IEEE Transactions on Geoscience and Remote Sensing.

Vineyard Detection and Vine Variety Discrimination from Very High Resolution Satellite Data

Konstantinos Karantzalos, Christina Karakizi, Marios Oikonomou, 2016, Remote. Sens..

Integrating edge/boundary priors with classification scores for building detection in very high resolution data

Nikos Paragios, Konstantinos Karantzalos, Norbert Bus, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Multiple object tracking with background estimation in hyperspectral video sequences

Nikolaos Doulamis, Konstantinos Karantzalos, Anastasios Doulamis, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Large-Scale Building Reconstruction Through Information Fusion and 3-D Priors

Nikos Paragios, Konstantinos Karantzalos, N. Paragios, 2010, IEEE Transactions on Geoscience and Remote Sensing.

BENCHMARKING DEEP LEARNING FRAMEWORKS FOR THE CLASSIFICATION OF VERY HIGH RESOLUTION SATELLITE MULTISPECTRAL DATA

Konstantinos Karantzalos, Sergey Zagoruyko, Maria Vakalopoulou, 2016 .

Efficient and Automated Multimodal Satellite Data Registration through MRFs and Linear Programming

Nikos Paragios, Konstantinos Karantzalos, Aristeidis Sotiras, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops.

Comparing morphological levelings constrained by different markers

Nikos Paragios, Konstantinos Karantzalos, Demetre Argialas, 2007, ISMM.

Automatic Descriptor-Based Co-Registration of Frame Hyperspectral Data

Konstantinos Karantzalos, Maria Vakalopoulou, K. Karantzalos, 2014, Remote. Sens..

Fusing Multimodal Video Data for Detecting Moving Objects/Targets in Challenging Indoor and Outdoor Scenes

Konstantinos Karantzalos, Zacharias Kandylakis, Konstantinos Vasili, 2019, Remote. Sens..

Towards Joint Land Cover and Crop Type Mapping with Numerous Classes

Konstantinos Karantzalos, Georgia Antoniou, Christina Karakizi, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

AUTOMATIC MRF-BASED REGISTRATION OF HIGH RESOLUTION SATELLITE VIDEO DATA

Konstantinos Karantzalos, Maria Vakalopoulou, C. Platias, 2016 .

Multiscale Segmentation and Classification of Remote Sensing Imagery with Advanced Edge and Scale‐Space Features

Konstantinos Karantzalos, Demetre Argialas, Angelos Tzotsos, 2014 .

Detailed Land Cover Mapping from Multitemporal Landsat-8 Data of Different Cloud Cover

Konstantinos Karantzalos, Maria Vakalopoulou, Georgia Antoniou, 2018, Remote. Sens..

A Scalable Geospatial Web Service for Near Real-Time, High-Resolution Land Cover Mapping

Konstantinos Karantzalos, Dimitris Bliziotis, Athanasios Karmas, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Implicit Free-Form-Deformations for Multi-frame Segmentation and Tracking

Nikos Paragios, Konstantinos Karantzalos, N. Paragios, 2005, VLSM.

Micro-scale thermal behavioral analysis for active evacuation routes

Konstantinos Karantzalos, Nikolaos D. Doulamis, Konstantinos Makantasis, 2015, PETRA.

Geospatial Big Data for Environmental and Agricultural Applications

Konstantinos Karantzalos, Angelos Tzotsos, Athanasios Karmas, 2016 .

Processing with nonlinear filters satellite imagery

Andreas Georgopoulos, Konstantinos Karantzalos, K. Karantzalos, 2003, IS&T/SPIE Electronic Imaging.

Higher order polynomials, free form deformations and optical flow estimation

Nikos Paragios, Konstantinos Karantzalos, N. Paragios, 2005, IEEE International Conference on Image Processing 2005.

Benchmarking server-side software modules for handling and processing remote sensing data through Rasdaman

Konstantinos Karantzalos, Athanasios Karmas, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Improving edge detection and watershed segmentation with anisotropic diffusion and morphological levellings

Konstantinos Karantzalos, Demetre Argialas, 2006 .

A Multi-Task Deep Learning Framework Coupling Semantic Segmentation and Image Reconstruction for Very High Resolution Imagery

Konstantinos Karantzalos, Maria Vakalopoulou, Maria Papadomanolaki, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Variational model-based 3d building extraction from remote sensing data

Nikos Paragios, Konstantinos Karantzalos, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

It Takes Two to Tango: Mixup for Deep Metric Learning pdf

Yannis Avrithis, Laurent Amsaleg, Konstantinos Karantzalos, 2021, ArXiv.

Unsupervised Multistep Deformable Registration of Remote Sensing Imagery Based on Deep Learning

Konstantinos Karantzalos, Maria Vakalopoulou, Stergios Christodoulidis, 2021, Remote. Sens..

A Deep Multitask Learning Framework Coupling Semantic Segmentation and Fully Convolutional LSTM Networks for Urban Change Detection

Konstantinos Karantzalos, Maria Vakalopoulou, Maria Papadomanolaki, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Evaluating Explainable Artificial Intelligence Methods for Multi-label Deep Learning Classification Tasks in Remote Sensing

Konstantinos Karantzalos, Ioannis Kakogeorgiou, 2021, Int. J. Appl. Earth Obs. Geoinformation.

Radioactivity Monitoring in Ocean Ecosystems (RAMONES)

Konstantinos Karantzalos, T. J. Mertzimekis, A. Pascoal, 2021, Conference on Information Technology for Social Good.

RemoteAgri: processing online big earth observation data for precision agriculture

Konstantinos Karantzalos, Angelos Tzotsos, Athanasios Karmas, 2015 .

MODEL-BASED BUILDING DETECTION FROM LOW-COST OPTICAL SENSORS ONBOARD UNMANNED AERIAL VEHICLES

Konstantinos Karantzalos, I. Kalisperakis, L. Grammatikopoulos, 2015 .

SPECTRAL DISCRIMINATION AND REFLECTANCE PROPERTIES OF VARIOUS VINE VARIETIES FROM SATELLITE, UAV AND PROXIMATE SENSORS

Konstantinos Karantzalos, Christina Karakizi, M. Oikonomou, 2015 .

Recent Advances on 2D and 3D Change Detection in Urban Environments from Remote Sensing Data

Konstantinos Karantzalos, K. Karantzalos, 2015 .

Validation and Inter-Comparison of Spaceborne Derived Global and Continental Land Cover Products for the Mediterranean Region: The Case of Thessaly

Ioannis Manakos, Konstantinos Karantzalos, Ioannis Gkinis, 2017 .

Water Stress Estimation in Vineyards from Aerial SWIR and Multispectral UAV Data

Konstantinos Karantzalos, Konstantinos Karantzalos, Zacharias Kandylakis, 2020, Remote. Sens..

Towards automatic detection of coastlines from satellite imagery

Konstantinos Karantzalos, A. Georgopoulos, K. Karantzalos, 2002, 2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002 (Cat. No.02TH8628).

Monitoring crop growth and key agronomic parameters through multitemporal observations and time series analysis from remote sensing big data

Konstantinos Karantzalos, Angelos Tzotsos, Athanasios Karmas, 2017 .

Object-Based Building Change Detection from a Single Multispectral Image and Pre-Existing Geospatial Information

Konstantinos Karantzalos, Maria Tsakiri-Strati, Georgia Doxani, 2015 .

Intrinsic dimensionality estimation and dimensionality reduction through scale space filtering

Konstantinos Karantzalos, 2009, 2009 16th International Conference on Digital Signal Processing.

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

Dimitrios Skarlatos, Panagiotis Agrafiotis, Andreas Georgopoulos, 2019, Remote. Sens..

THE EFFECT OF PANSHARPENING ALGORITHMS ON THE RESULTING ORTHOIMAGERY

Panagiotis Agrafiotis, Andreas Georgopoulos, Konstantinos Karantzalos, 2016 .