Erchan Aptoula

According to our database, Erchan Aptoula authored at least 87 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Unsupervised Domain Adaptation for the Semantic Segmentation of Remote Sensing Images via One-Shot Image-to-Image Translation.

Sarmad Fakhrulddin Ismael, Koray Kayabol, Erchan Aptoula

IEEE Geosci. Remote. Sens. Lett., 2023

Explainable AI for Earth Observation: Current Methods, Open Challenges, and Opportunities.

Gülsen Taskin, Erchan Aptoula, Alp Ertürk

CoRR, 2023

ADRMX: Additive Disentanglement of Domain Features with Remix Loss.

Berker Demirel, Erchan Aptoula, Huseyin Ozkan

CoRR, 2023

Band-Based Interpretability with SHAP for Hyperspectral Classification.

Ismail Sahin, Alp Ertürk, Erchan Aptoula

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Crowd Counting via Joint SASNet and a Guided Batch Normalization Network.

Cengizhan Haldiz, Sarmad Fakhrulddin Ismael, Hasari Çelebi, Erchan Aptoula

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Domain Generalized Object Detection for Remote Sensing Images.

Efkan Durakli, Erchan Aptoula

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

A Smoothing Layer for SAR Image Semantic Segmentation with Fully Convolutional Networks.

Ilter Turkmenli, Koray Kayabol, Erchan Aptoula

Proceedings of the Joint Urban Remote Sensing Event, 2023

Interpreting Hyperspectral Remote Sensing Image Classification Methods Via Explainable Artificial Intelligence.

Deren Ege Turan, Erchan Aptoula, Alp Ertürk, Gülsen Taskin

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Domain Generalised Fully Convolutional One Stage Detection.

Karthik Seemakurthy, Petra Bosilj, Erchan Aptoula, Charles Fox

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Domain Generalised Faster R-CNN.

Karthik Seemakurthy, Charles Fox, Erchan Aptoula, Petra Bosilj

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.

Melike Ilteralp, Sema Ariman, Erchan Aptoula

Remote. Sens., 2022

Chlorophyll-a Retrieval From Sentinel-2 Images Using Convolutional Neural Network Regression.

Erchan Aptoula, Sema Ariman

IEEE Geosci. Remote. Sens. Lett., 2022

Hierarchical Spatial-Spectral Features for the Chlorophyll-a Estimation of Lake Balik, Turkey.

Erchan Aptoula, Sema Ariman

IEEE Geosci. Remote. Sens. Lett., 2022

Unsupervised Domain Adaptation for Semantic Segmentation using One-shot Image-to-Image Translation via Latent Representation Mixing.

Sarmad Fakhrulddin Ismael, Koray Kayabol, Erchan Aptoula

CoRR, 2022

Domain Generalisation for Object Detection.

Karthik Seemakurthy, Charles Fox, Erchan Aptoula, Petra Bosilj

CoRR, 2022

Group Equivariant U-Net for the Semantic Segmentation of SAR Images.

Ilter Türkmenli, Erchan Aptoula, Koray Kayabol

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Scale-Spectral-Spatial Attention Network for Hyperspectral Image Classification.

Usama Derbashi, Erchan Aptoula

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

A Morphological-Long Short Term Memory Network Applied to Crop Classification.

Hatice Kübra Teloglu, Erchan Aptoula

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Deep Regression Versus Detection for Counting in Robotic Phenotyping.

Adrian Salazar Gomez, Erchan Aptoula, Simon Parsons, Petra Bosilj

IEEE Robotics Autom. Lett., 2021

Processing Attribute Profiles as Scale-series for Remote Sensing Image Classification.

Melike Ilteralp, Erchan Aptoula

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

LSTM AutoEncoders Applied to Semi-Supervised Crop Classification.

Hatice Kübra Telogglu, Erchan Aptoula

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Crowd Counting with Distribution Matching and Dilated Networks.

Selman Yasin Özleyen, Erchan Aptoula

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Crop Classification from Multi-Temporal and Multi-spectral Remote Sensing Images.

Firat Kizilirmak, Erchan Aptoula

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Weed and Crop Classification with Domain Adaptation for Precision Agriculture.

seydanur Ekinci, Erchan Aptoula

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.

Merve Bozo, Erchan Aptoula, Zehra Çataltepe

J. Imaging, 2020

Transfer learning between crop types for semantic segmentation of crops versus weeds in precision agriculture.

Petra Bosilj, Erchan Aptoula, Tom Duckett, Grzegorz Cielniak

J. Field Robotics, 2020

Large Scale Crop Classification from Multi-temporal and Multi-spectral Satellite Images.

Ismail Yilmaz, Mümin Imamoglu, Gökhan Özbulak, Fatih Kahraman, Erchan Aptoula

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Land Cover Classification of PolSAR Images Using Semantic Segmentation Networks.

Ilter Türkmenli, Erchan Aptoula, Koray Kayabol

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.

Asaf Mustafa Sofu, Mümin Imamoglu, Fatih Kahraman, Göker Burak Çetin, Erchan Aptoula

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Land Cover Map Production of the Sakarya Basin from Multi-Temporal Satellite Images.

M. Said Aydemir, Ali Naci Keyik, Fatih Kahraman, Erchan Aptoula

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Segmentation networks reinforced with attribute profiles for large scale land-cover map production.

Erchan Aptoula, Fatih Kahraman, Gökhan Özbulak, M. Said Aydemir, Mumin Imamoglu, Asaf Mustafa Sofu, Ismail Yilmaz

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Skin Lesion Classification With Deep CNN Ensembles.

Sara Atito Ali Ahmed, Berrin A. Yanikoglu, Özgü Göksu, Erchan Aptoula

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019

Pixel-Based Classification of SAR Images Using Feature Attribute Profiles.

Ayse Tombak, Ilter Turkmenli, Erchan Aptoula, Koray Kayabol

IEEE Geosci. Remote. Sens. Lett., 2019

Deep Network Ensembles for Aerial Scene Classification.

Muhammet Ali Dede, Erchan Aptoula, Yakup Genc

IEEE Geosci. Remote. Sens. Lett., 2019

Can additional spectral bands be estimated from aerial color images?

Muhammet Ali Dede, Erchan Aptoula, Yakup Genç

Turkish J. Electr. Eng. Comput. Sci., 2019

2018

Local Feature-Based Attribute Profiles for Optical Remote Sensing Image Classification.

Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula

IEEE Trans. Geosci. Remote. Sens., 2018

Feature Profiles from Attribute Filtering for Classification of Remote Sensing Images.

Minh-Tan Pham, Erchan Aptoula, Sébastien Lefèvre

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data.

AmirAbbas Davari, Erchan Aptoula, Berrin A. Yanikoglu, Andreas K. Maier, Christian Riess

IEEE Geosci. Remote. Sens. Lett., 2018

Recent Developments from Attribute Profiles for Remote Sensing Image Classification.

Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula, Lorenzo Bruzzone

CoRR, 2018

Comparison of semantic classification algorithms on SAR images.

Ilter Turkmenli, Koray Kayabol, Erchan Aptoula

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Pixel-based classification of SAR images using features.

Ayse Tombak, Erchan Aptoula, Koray Kayabol

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Effect of early and late fusion on heart sound classification.

Ersan Oztavli, Erchan Aptoula

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Content based image retrieval of remote sensing images based on deep features.

Ozgu Goksu, Erchan Aptoula

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.

Minh-Tan Pham, Erchan Aptoula, Sébastien Lefèvre

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Attribute Profiles Without Thresholds.

Erchan Aptoula, Safak Guner Koc

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Plant Identification with Deep Learning Ensembles.

Sara Atito, Berrin A. Yanikoglu, Erchan Aptoula, Ipek Ganiyusufoglu, Aras Yildiz, Kerem Yildirir, Baris Sevilmis, Mehmet Umut Sen

Proceedings of the Working Notes of CLEF 2018, 2018

2017

Plant identification using deep neural networks via optimization of transfer learning parameters.

Mostafa Mehdipour-Ghazi, Berrin A. Yanikoglu, Erchan Aptoula

Neurocomputing, 2017

A comparative noise robustness study of tree representations for attribute profile construction.

Safak Guner Koc, Erchan Aptoula, Petra Bosilj, Bharath Bhushan Damodaran, Mauro Dalla Mura, Sébastien Lefèvre

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Hyperspectral image classification with convolutional networks trained with self-dual attribute profiles.

Safak Guner Koc, Erchan Aptoula

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Attribute Profiles from Partitioning Trees.

Petra Bosilj, Bharath Bhushan Damodaran, Erchan Aptoula, Mauro Dalla Mura, Sébastien Lefèvre

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

Quasi-Flat Zones for Angular Data Simplification.

Erchan Aptoula, Minh-Tan Pham, Sébastien Lefèvre

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.

Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula, Bharath Bhushan Damodaran

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.

Sara Atito, Berrin A. Yanikoglu, Erchan Aptoula

Proceedings of the Working Notes of CLEF 2017, 2017

2016

Vector Attribute Profiles for Hyperspectral Image Classification.

Erchan Aptoula, Mauro Dalla Mura, Sébastien Lefèvre

IEEE Trans. Geosci. Remote. Sens., 2016

Deep Learning With Attribute Profiles for Hyperspectral Image Classification.

Erchan Aptoula, Murat Can Ozdemir, Berrin A. Yanikoglu

IEEE Geosci. Remote. Sens. Lett., 2016

Retrieval of Remote Sensing Images with Pattern Spectra Descriptors.

Petra Bosilj, Erchan Aptoula, Sébastien Lefèvre, Ewa Kijak

ISPRS Int. J. Geo Inf., 2016

Fruit detection with binary partition trees.

Murat Can Ozdemir, Erchan Aptoula, Berrin A. Yanikoglu

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Open-set Plant Identification Using an Ensemble of Deep Convolutional Neural Networks.

Mostafa Mehdipour-Ghazi, Berrin A. Yanikoglu, Erchan Aptoula

Proceedings of the Working Notes of CLEF 2016, 2016

2015

Hyperspectral Image Classification With Multidimensional Attribute Profiles.

Erchan Aptoula

IEEE Geosci. Remote. Sens. Lett., 2015

On the effect of synthetic morphological feature vectors on hyperspectral image classification performance.

Amir Abbas Davari, Erchan Aptoula, Berrin A. Yanikoglu

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Sabanci-Okan System in LifeCLEF 2015 Plant Identification Competition.

Mostafa Mehdipour-Ghazi, Berrin A. Yanikoglu, Erchan Aptoula, Ozlem Muslu, Murat Can Ozdemir

Proceedings of the Working Notes of CLEF 2015, 2015

2014

Remote Sensing Image Retrieval With Global Morphological Texture Descriptors.

Erchan Aptoula

IEEE Trans. Geosci. Remote. Sens., 2014

Automatic plant identification from photographs.

Berrin A. Yanikoglu, Erchan Aptoula, Caglar Tirkaz

Mach. Vis. Appl., 2014

An end-member based ordering relation for the morphological description of hyperspectral images.

Erchan Aptoula, Nicolas Courty, Sébastien Lefèvre

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Sabanci-Okan System at LifeCLEF 2014 Plant Identication Competition.

Berrin A. Yanikoglu, S. Tolga Yildiran, Caglar Tirkaz, Erchan Aptoula

Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Bag of morphological words for content-based geographical retrieval.

Erchan Aptoula

Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

2013

Remote sensing image retrieval using morphological texture descriptors.

Erchan Aptoula, Semih Korkmaz

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Mitosis detection in breast cancer histological images with mathematical morphology.

Erchan Aptoula, Nicolas Courty, Sébastien Lefèvre

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Vectorial Quasi-flat Zones for Color Image Simplification.

Erhan Aptoula, Jonathan Weber, Sébastien Lefèvre

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

Morphological features for leaf based plant recognition.

Erchan Aptoula, Berrin A. Yanikoglu

Proceedings of the IEEE International Conference on Image Processing, 2013

Sabanci-Okan System at ImageClef 2013 Plant Identification Competition.

Berrin A. Yanikoglu, Erchan Aptoula, S. Tolga Yildiran

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012

Extending morphological covariance.

Erchan Aptoula

Pattern Recognit., 2012

Comparative study of moment based parameterization for morphological texture description.

Erchan Aptoula

J. Vis. Commun. Image Represent., 2012

Extended morphological covariance.

Semih Korkmaz, Erchan Aptoula

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

A classwise supervised ordering approach for morphology based hyperspectral image classification.

Nicolas Courty, Erchan Aptoula, Sébastien Lefèvre

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Sabanci-Okan System at ImageClef 2012: Combining Features and Classifiers for Plant Identification.

Berrin A. Yanikoglu, Erchan Aptoula, Caglar Tirkaz

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011

Sabanci-Okan System at ImageClef 2011: Plant Identification Task.

Berrin A. Yanikoglu, Erchan Aptoula, Caglar Tirkaz

Proceedings of the CLEF 2011 Labs and Workshop, 2011

2009

Morphological Description of Color Images for Content-Based Image Retrieval.

Erchan Aptoula, Sébastien Lefèvre

IEEE Trans. Image Process., 2009

A hit-or-miss transform for multivariate images.

Erchan Aptoula, Sébastien Lefèvre, Christian Ronse

Pattern Recognit. Lett., 2009

On the morphological processing of hue.

Erchan Aptoula, Sébastien Lefèvre

Image Vis. Comput., 2009

2008

On lexicographical ordering in multivariate mathematical morphology.

Erchan Aptoula, Sébastien Lefèvre

Pattern Recognit. Lett., 2008

alpha-Trimmed lexicographical extrema for pseudo-morphological image analysis.

Erchan Aptoula, Sébastien Lefèvre

J. Vis. Commun. Image Represent., 2008

2007

A comparative study on multivariate mathematical morphology.

Erchan Aptoula, Sébastien Lefèvre

Pattern Recognit., 2007

On morphological color texture characterization.

Erchan Aptoula, Sébastien Lefèvre

Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007

A Basin Morphology Approach to Colour Image Segmentation by Region Merging.

Erchan Aptoula, Sébastien Lefèvre

Proceedings of the Computer Vision, 2007

2006

Spatial Morphological Covariance Applied to Texture Classification.

Erchan Aptoula, Sébastien Lefèvre

Proceedings of the Multimedia Content Representation, 2006

Mathematical morphology applied to the segmentation and classification of galaxies in multispectral images.

Erchan Aptoula, Sébastien Lefèvre, C. Collet

Proceedings of the 14th European Signal Processing Conference, 2006