Erchan Aptoula

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 64

Top Topics

Domain Adaptation

Image Classification

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

Sarmad Fakhrulddin Ismael, Koray Kayabol, Erchan Aptoula
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. 151 (2024)
Berker Demirel, Erchan Aptoula, Huseyin Ozkan
ADRMX: Additive Disentanglement of Domain Features with Remix Loss. CoRR (2023)
Ismail Sahin, Alp Ertürk, Erchan Aptoula
Band-Based Interpretability with SHAP for Hyperspectral Classification. SIU (2023)
Gülsen Taskin, Erchan Aptoula, Alp Ertürk
Explainable AI for Earth Observation: Current Methods, Open Challenges, and Opportunities. CoRR (2023)
Efkan Durakli, Erchan Aptoula
Domain Generalized Object Detection for Remote Sensing Images. SIU (2023)
Ilter Turkmenli, Koray Kayabol, Erchan Aptoula
A Smoothing Layer for SAR Image Semantic Segmentation with Fully Convolutional Networks. JURSE (2023)
Cengizhan Haldiz, Sarmad Fakhrulddin Ismael, Hasari Çelebi, Erchan Aptoula
Crowd Counting via Joint SASNet and a Guided Batch Normalization Network. SIU (2023)
Sarmad Fakhrulddin Ismael, Koray Kayabol, Erchan Aptoula
Unsupervised Domain Adaptation for the Semantic Segmentation of Remote Sensing Images via One-Shot Image-to-Image Translation. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Karthik Seemakurthy, Charles Fox, Erchan Aptoula, Petra Bosilj
Domain Generalised Faster R-CNN. AAAI (2023)
Karthik Seemakurthy, Petra Bosilj, Erchan Aptoula, Charles Fox
Domain Generalised Fully Convolutional One Stage Detection. ICRA (2023)
Deren Ege Turan, Erchan Aptoula, Alp Ertürk, Gülsen Taskin
Interpreting Hyperspectral Remote Sensing Image Classification Methods Via Explainable Artificial Intelligence. IGARSS (2023)
Ilter Türkmenli, Erchan Aptoula, Koray Kayabol
Group Equivariant U-Net for the Semantic Segmentation of SAR Images. SIU (2022)
Melike Ilteralp, Sema Ariman, Erchan Aptoula
A Deep Multitask Semisupervised Learning Approach for Chlorophyll-a Retrieval from Remote Sensing Images. Remote. Sens. 14 (1) (2022)
Usama Derbashi, Erchan Aptoula
Scale-Spectral-Spatial Attention Network for Hyperspectral Image Classification. SIU (2022)
Erchan Aptoula, Sema Ariman
Hierarchical Spatial-Spectral Features for the Chlorophyll-a Estimation of Lake Balik, Turkey. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Sarmad F. Ismael, Koray Kayabol, Erchan Aptoula
Unsupervised Domain Adaptation for Semantic Segmentation using One-shot Image-to-Image Translation via Latent Representation Mixing. CoRR (2022)
Hatice Kübra Teloglu, Erchan Aptoula
A Morphological-Long Short Term Memory Network Applied to Crop Classification. IGARSS (2022)
Karthik Seemakurthy, Charles Fox, Erchan Aptoula, Petra Bosilj
Domain Generalisation for Object Detection. CoRR (2022)
Erchan Aptoula, Sema Ariman
Chlorophyll-a Retrieval From Sentinel-2 Images Using Convolutional Neural Network Regression. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
seydanur Ekinci, Erchan Aptoula
Weed and Crop Classification with Domain Adaptation for Precision Agriculture. SIU (2021)
Melike Ilteralp, Erchan Aptoula
Processing Attribute Profiles as Scale-series for Remote Sensing Image Classification. VISIGRAPP (4: VISAPP) (2021)
Firat Kizilirmak, Erchan Aptoula
Crop Classification from Multi-Temporal and Multi-spectral Remote Sensing Images. SIU (2021)
Hatice Kübra Telogglu, Erchan Aptoula
LSTM AutoEncoders Applied to Semi-Supervised Crop Classification. SIU (2021)
Adrian Salazar Gomez, Erchan Aptoula, Simon Parsons, Petra Bosilj
Deep Regression Versus Detection for Counting in Robotic Phenotyping. IEEE Robotics Autom. Lett. 6 (2) (2021)
Selman Yasin Özleyen, Erchan Aptoula
Crowd Counting with Distribution Matching and Dilated Networks. SIU (2021)
Ismail Yilmaz, Mümin Imamoglu, Gökhan Özbulak, Fatih Kahraman, Erchan Aptoula
Large Scale Crop Classification from Multi-temporal and Multi-spectral Satellite Images. SIU (2020)
Ilter Türkmenli, Erchan Aptoula, Koray Kayabol
Land Cover Classification of PolSAR Images Using Semantic Segmentation Networks. SIU (2020)
Asaf Mustafa Sofu, Mümin Imamoglu, Fatih Kahraman, Göker Burak Çetin, Erchan Aptoula
Fine-Grained Urban Land Use and Land Cover Classification Through Multi-temporal and Multispectral Remote Sensing Images. SIU (2020)
M. Said Aydemir, Ali Naci Keyik, Fatih Kahraman, Erchan Aptoula
Land Cover Map Production of the Sakarya Basin from Multi-Temporal Satellite Images. SIU (2020)
Merve Bozo, Erchan Aptoula, Zehra Çataltepe
A Discriminative Long Short Term Memory Network with Metric Learning Applied to Multispectral Time Series Classification. J. Imaging 6 (7) (2020)
Erchan Aptoula, Fatih Kahraman, Gökhan Özbulak, S. Aydemir, Mumin Imamoglu, Asaf Mustafa Sofu, Ismail Yilmaz
Segmentation networks reinforced with attribute profiles for large scale land-cover map production. SIU (2020)
Petra Bosilj, Erchan Aptoula, Tom Duckett, Grzegorz Cielniak
Transfer learning between crop types for semantic segmentation of crops versus weeds in precision agriculture. J. Field Robotics 37 (1) (2020)
Sara Atito Ali Ahmed, Berrin A. Yanikoglu, Özgü Göksu, Erchan Aptoula
Skin Lesion Classification With Deep CNN Ensembles. SIU (2020)
Muhammet Ali Dede, Erchan Aptoula, Yakup Genç
Can additional spectral bands be estimated from aerial color images? Turkish J. Electr. Eng. Comput. Sci. 27 (3) (2019)
Muhammet Ali Dede, Erchan Aptoula, Yakup Genc
Deep Network Ensembles for Aerial Scene Classification. IEEE Geosci. Remote. Sens. Lett. 16 (5) (2019)
Ayse Tombak, Ilter Turkmenli, Erchan Aptoula, Koray Kayabol
Pixel-Based Classification of SAR Images Using Feature Attribute Profiles. IEEE Geosci. Remote. Sens. Lett. 16 (4) (2019)
Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula
Local Feature-Based Attribute Profiles for Optical Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 56 (2) (2018)
Ozgu Goksu, Erchan Aptoula
Content based image retrieval of remote sensing images based on deep features. SIU (2018)
Sara Atito, Berrin A. Yanikoglu, Erchan Aptoula, Ipek Ganiyusufoglu, Aras Yildiz, Kerem Yildirir, Baris Sevilmis, Mehmet Umut Sen
Plant Identification with Deep Learning Ensembles. CLEF (Working Notes) (2018)
Erchan Aptoula, Safak Guner Koc
Attribute Profiles Without Thresholds. IGARSS (2018)
Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula, Lorenzo Bruzzone
Recent Developments from Attribute Profiles for Remote Sensing Image Classification. CoRR (2018)
AmirAbbas Davari, Erchan Aptoula, Berrin A. Yanikoglu, Andreas K. Maier, Christian Riess
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data. IEEE Geosci. Remote. Sens. Lett. 15 (6) (2018)
Ilter Turkmenli, Koray Kayabol, Erchan Aptoula
Comparison of semantic classification algorithms on SAR images. SIU (2018)
Minh-Tan Pham, Erchan Aptoula, Sébastien Lefèvre
Feature Profiles from Attribute Filtering for Classification of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (1) (2018)
Ersan Oztavli, Erchan Aptoula
Effect of early and late fusion on heart sound classification. SIU (2018)
Minh-Tan Pham, Erchan Aptoula, Sébastien Lefèvre
Classification of remote sensing images using attribute profiles and feature profiles from different trees: a comparative study. CoRR (2018)
Minh-Tan Pham, Erchan Aptoula, Sébastien Lefèvre
Classification of Remote Sensing Images Using Attribute Profiles and Feature Profiles from Different Trees: A Comparative Study. IGARSS (2018)
Ayse Tombak, Erchan Aptoula, Koray Kayabol
Pixel-based classification of SAR images using features. SIU (2018)
Erchan Aptoula, Minh-Tan Pham, Sébastien Lefèvre
Quasi-Flat Zones for Angular Data Simplification. ISMM (2017)
Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula, Bharath Bhushan Damodaran
Classification of VHR remote sensing images using local feature-based attribute profiles. IGARSS (2017)
AmirAbbas Davari, Erchan Aptoula, Berrin A. Yanikoglu, Andreas K. Maier, Christian Riess
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data. CoRR (2017)
Safak Guner Koc, Erchan Aptoula, Petra Bosilj, Bharath Bhushan Damodaran, Mauro Dalla Mura, Sébastien Lefèvre
A comparative noise robustness study of tree representations for attribute profile construction. SIU (2017)
Sara Atito, Berrin A. Yanikoglu, Erchan Aptoula
Plant Identification with Large Number of Classes: SabanciU-GebzeTU System in PlantCLEF 2017. CLEF (Working Notes) (2017)
Petra Bosilj, Bharath Bhushan Damodaran, Erchan Aptoula, Mauro Dalla Mura, Sébastien Lefèvre
Attribute Profiles from Partitioning Trees. ISMM (2017)
Safak Guner Koc, Erchan Aptoula
Hyperspectral image classification with convolutional networks trained with self-dual attribute profiles. SIU (2017)
Mostafa Mehdipour-Ghazi, Berrin A. Yanikoglu, Erchan Aptoula
Plant identification using deep neural networks via optimization of transfer learning parameters. Neurocomputing 235 (2017)
Mostafa Mehdipour-Ghazi, Berrin A. Yanikoglu, Erchan Aptoula
Open-set Plant Identification Using an Ensemble of Deep Convolutional Neural Networks. CLEF (Working Notes) (2016)
Erchan Aptoula, Mauro Dalla Mura, Sébastien Lefèvre
Vector Attribute Profiles for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54 (6) (2016)
Petra Bosilj, Erchan Aptoula, Sébastien Lefèvre, Ewa Kijak
Retrieval of Remote Sensing Images with Pattern Spectra Descriptors. ISPRS Int. J. Geo Inf. 5 (12) (2016)
Erchan Aptoula, Murat Can Ozdemir, Berrin A. Yanikoglu
Deep Learning With Attribute Profiles for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13 (12) (2016)
Murat Can Ozdemir, Erchan Aptoula, Berrin A. Yanikoglu
Fruit detection with binary partition trees. SIU (2016)
Mostafa Mehdipour-Ghazi, Berrin A. Yanikoglu, Erchan Aptoula, Ozlem Muslu, Murat Can Ozdemir
Sabanci-Okan System in LifeCLEF 2015 Plant Identification Competition. CLEF (Working Notes) (2015)
Erchan Aptoula
Hyperspectral Image Classification With Multidimensional Attribute Profiles. IEEE Geosci. Remote. Sens. Lett. 12 (10) (2015)
Amir Abbas Davari, Erchan Aptoula, Berrin A. Yanikoglu
On the effect of synthetic morphological feature vectors on hyperspectral image classification performance. SIU (2015)
Erchan Aptoula, Nicolas Courty, Sébastien Lefèvre
An end-member based ordering relation for the morphological description of hyperspectral images. ICIP (2014)
Erchan Aptoula
Remote Sensing Image Retrieval With Global Morphological Texture Descriptors. IEEE Trans. Geosci. Remote. Sens. 52 (5) (2014)
Erchan Aptoula
Bag of morphological words for content-based geographical retrieval. CBMI (2014)
Berrin A. Yanikoglu, S. Tolga Yildiran, Caglar Tirkaz, Erchan Aptoula
Sabanci-Okan System at LifeCLEF 2014 Plant Identication Competition. CLEF (Working Notes) (2014)
Berrin A. Yanikoglu, Erchan Aptoula, Caglar Tirkaz
Automatic plant identification from photographs. Mach. Vis. Appl. 25 (6) (2014)
Berrin A. Yanikoglu, Erchan Aptoula, S. Tolga Yildiran
Sabanci-Okan System at ImageClef 2013 Plant Identification Competition. CLEF (Working Notes) (2013)
Erchan Aptoula, Semih Korkmaz
Remote sensing image retrieval using morphological texture descriptors. SIU (2013)
Erchan Aptoula, Berrin A. Yanikoglu
Morphological features for leaf based plant recognition. ICIP (2013)
Erchan Aptoula, Nicolas Courty, Sébastien Lefèvre
Mitosis detection in breast cancer histological images with mathematical morphology. SIU (2013)
Semih Korkmaz, Erchan Aptoula
Extended morphological covariance. SIU (2012)
Berrin A. Yanikoglu, Erchan Aptoula, Caglar Tirkaz
Sabanci-Okan System at ImageClef 2012: Combining Features and Classifiers for Plant Identification. CLEF (Online Working Notes/Labs/Workshop) (2012)
Nicolas Courty, Erchan Aptoula, Sébastien Lefèvre
A classwise supervised ordering approach for morphology based hyperspectral image classification. ICPR (2012)
Erchan Aptoula
Extending morphological covariance. Pattern Recognit. 45 (12) (2012)
Erchan Aptoula
Comparative study of moment based parameterization for morphological texture description. J. Vis. Commun. Image Represent. 23 (8) (2012)
Berrin A. Yanikoglu, Erchan Aptoula, Caglar Tirkaz
Sabanci-Okan System at ImageClef 2011: Plant Identification Task. CLEF (Notebook Papers/Labs/Workshop) (2011)
Erchan Aptoula, Sébastien Lefèvre
Morphological Description of Color Images for Content-Based Image Retrieval. IEEE Trans. Image Process. 18 (11) (2009)
Erchan Aptoula, Sébastien Lefèvre
On the morphological processing of hue. Image Vis. Comput. 27 (9) (2009)
Erchan Aptoula, Sébastien Lefèvre, Christian Ronse
A hit-or-miss transform for multivariate images. Pattern Recognit. Lett. 30 (8) (2009)
Erchan Aptoula, Sébastien Lefèvre
On lexicographical ordering in multivariate mathematical morphology. Pattern Recognit. Lett. 29 (2) (2008)
Erchan Aptoula, Sébastien Lefèvre
alpha-Trimmed lexicographical extrema for pseudo-morphological image analysis. J. Vis. Commun. Image Represent. 19 (3) (2008)
Erchan Aptoula, Sébastien Lefèvre
A Basin Morphology Approach to Colour Image Segmentation by Region Merging. ACCV (1) (2007)
Erchan Aptoula, Sébastien Lefèvre
On morphological color texture characterization. ISMM (1) (2007)
Erchan Aptoula, Sébastien Lefèvre
A comparative study on multivariate mathematical morphology. Pattern Recognit. 40 (11) (2007)
Erchan Aptoula, Sébastien Lefèvre, C. Collet
Mathematical morphology applied to the segmentation and classification of galaxies in multispectral images. EUSIPCO (2006)
Erchan Aptoula, Sébastien Lefèvre
Spatial Morphological Covariance Applied to Texture Classification. MRCS (2006)