Erchan Aptoula
Orcid: 0000-0001-6168-2883Affiliations:
- Sabanci University, Turkey
According to our database1,
Erchan Aptoula
authored at least 92 papers
between 2006 and 2024.
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Bibliography
2024
HistSegNet: Histogram Layered Segmentation Network for SAR Image-Based Flood Segmentation.
IEEE Geosci. Remote. Sens. Lett., 2024
Unsupervised domain adaptation for the semantic segmentation of remote sensing images via a class-aware Fourier transform and a fine-grained discriminator.
Digit. Signal Process., 2024
A Distance Transform Based Loss Function for the Semantic Segmentation of Very High Resolution Remote Sensing Images.
Proceedings of the IGARSS 2024, 2024
Proceedings of the IGARSS 2024, 2024
2023
Unsupervised Domain Adaptation for the Semantic Segmentation of Remote Sensing Images via One-Shot Image-to-Image Translation.
IEEE Geosci. Remote. Sens. Lett., 2023
Explainable AI for Earth Observation: Current Methods, Open Challenges, and Opportunities.
CoRR, 2023
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023
A Smoothing Layer for SAR Image Semantic Segmentation with Fully Convolutional Networks.
Proceedings of the Joint Urban Remote Sensing Event, 2023
Interpreting Hyperspectral Remote Sensing Image Classification Methods Via Explainable Artificial Intelligence.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
A Deep Multitask Semisupervised Learning Approach for Chlorophyll-a Retrieval from Remote Sensing Images.
Remote. Sens., 2022
Chlorophyll-a Retrieval From Sentinel-2 Images Using Convolutional Neural Network Regression.
IEEE Geosci. Remote. Sens. Lett., 2022
Hierarchical Spatial-Spectral Features for the Chlorophyll-a Estimation of Lake Balik, Turkey.
IEEE Geosci. Remote. Sens. Lett., 2022
Unsupervised Domain Adaptation for Semantic Segmentation using One-shot Image-to-Image Translation via Latent Representation Mixing.
CoRR, 2022
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
IEEE Robotics Autom. Lett., 2021
Processing Attribute Profiles as Scale-series for Remote Sensing Image Classification.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021
2020
A Discriminative Long Short Term Memory Network with Metric Learning Applied to Multispectral Time Series Classification.
J. Imaging, 2020
Transfer learning between crop types for semantic segmentation of crops versus weeds in precision agriculture.
J. Field Robotics, 2020
Large Scale Crop Classification from Multi-temporal and Multi-spectral Satellite Images.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020
Fine-Grained Urban Land Use and Land Cover Classification Through Multi-temporal and Multispectral Remote Sensing Images.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020
Segmentation networks reinforced with attribute profiles for large scale land-cover map production.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020
2019
IEEE Geosci. Remote. Sens. Lett., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
Turkish J. Electr. Eng. Comput. Sci., 2019
2018
Local Feature-Based Attribute Profiles for Optical Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2018
Feature Profiles from Attribute Filtering for Classification of Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data.
IEEE Geosci. Remote. Sens. Lett., 2018
CoRR, 2018
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Classification of Remote Sensing Images Using Attribute Profiles and Feature Profiles from Different Trees: A Comparative Study.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the Working Notes of CLEF 2018, 2018
2017
Plant identification using deep neural networks via optimization of transfer learning parameters.
Neurocomputing, 2017
A comparative noise robustness study of tree representations for attribute profile construction.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Hyperspectral image classification with convolutional networks trained with self-dual attribute profiles.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017
Classification of VHR remote sensing images using local feature-based attribute profiles.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Plant Identification with Large Number of Classes: SabanciU-GebzeTU System in PlantCLEF 2017.
Proceedings of the Working Notes of CLEF 2017, 2017
2016
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
ISPRS Int. J. Geo Inf., 2016
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Open-set Plant Identification Using an Ensemble of Deep Convolutional Neural Networks.
Proceedings of the Working Notes of CLEF 2016, 2016
2015
IEEE Geosci. Remote. Sens. Lett., 2015
On the effect of synthetic morphological feature vectors on hyperspectral image classification performance.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Proceedings of the Working Notes of CLEF 2015, 2015
2014
IEEE Trans. Geosci. Remote. Sens., 2014
An end-member based ordering relation for the morphological description of hyperspectral images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the Working Notes for CLEF 2014 Conference, 2014
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014
2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
2012
Comparative study of moment based parameterization for morphological texture description.
J. Vis. Commun. Image Represent., 2012
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
A classwise supervised ordering approach for morphology based hyperspectral image classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Sabanci-Okan System at ImageClef 2012: Combining Features and Classifiers for Plant Identification.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012
2011
Proceedings of the CLEF 2011 Labs and Workshop, 2011
2009
IEEE Trans. Image Process., 2009
2008
Pattern Recognit. Lett., 2008
J. Vis. Commun. Image Represent., 2008
2007
On morphological color texture characterization.
Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007
Proceedings of the Computer Vision, 2007
2006
Proceedings of the Multimedia Content Representation, 2006
Mathematical morphology applied to the segmentation and classification of galaxies in multispectral images.
Proceedings of the 14th European Signal Processing Conference, 2006