Erchan Aptoula

109 papers A* 2B 3C 10Journal 47Unranked 47

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AdLU: Adaptive double parametric activation functions. Digit. Signal Process. Merve Güney Duman, Sibel Koparal, Nese Ömür, Alp Ertürk, Erchan Aptoula
2026	J	`jnl`	Efficient Remote Sensing Change Detection With Change State Space Models. IEEE Geosci. Remote. Sens. Lett. Elman Ghazaei, Erchan Aptoula
2026	J	`jnl`	Higher-Order Domain Generalization in Magnetic Resonance-Based Assessment of Alzheimer's Disease. CoRR Zobia Batool, Diala Lteif, Vijaya B. Kolachalama, Huseyin Ozkan, Erchan Aptoula
2025	—	`conf`	A Biologically Inspired Filter Significance Assessment Method for Model Explanation. xAI (2) Emirhan Böge, Yasemin Gunindi, Murat Bilgehan Ertan, Erchan Aptoula, Nihan Alp, Huseyin Ozkan
2025	—	`conf`	A Comparative Domain Generalization Study for SAR Image-Based Flood Segmentation. JURSE Ilter Turkmenli, Koray Kayabol, Erchan Aptoula
2025	—	`conf`	APA: Domain Generalization Using Frequency Based Augmentation. MLSP Sina Salehnia, Oznur Tastan, Erchan Aptoula
2025	J	`jnl`	Change State Space Models for Remote Sensing Change Detection. CoRR Elman Ghazaei, Erchan Aptoula
2025	J	`jnl`	Distance Transform Guided Mixup for Alzheimer's Detection. CoRR Zobia Batool, Huseyin Ozkan, Erchan Aptoula
2025	—	`conf`	Domain generalized remote sensing scene captioning via country-level geographic information. JURSE Kerem Aydin, Erchan Aptoula
2025	J	`jnl`	Evidential Deep Learning with Spectral-Spatial Uncertainty Disentanglement for Open-Set Hyperspectral Domain Generalization. CoRR Amirreza Khoshbakht, Erchan Aptoula
2025	—	`conf`	Hierarchical Training Improves Consistency of Pollen Classification on the Family Level. ICIPW Salih Numan Buyukbas, Veysel Suzerer, Mamatha Thota, Petra Bosilj, Erchan Aptoula
2025	J	`jnl`	MACL: Multi-Label Adaptive Contrastive Learning Loss for Remote Sensing Image Retrieval. CoRR Amna Amir, Erchan Aptoula
2025	—	`conf`	Multi-layer Domain Generalization for the Semantic Segmentation of Optical Remote Sensing Images. JURSE Elman Ghazaei, Erchan Aptoula
2025	J	`jnl`	Single Domain Generalization for Alzheimer's Detection from 3D MRIs with Pseudo-Morphological Augmentations and Contrastive Learning. CoRR Zobia Batool, Huseyin Ozkan, Erchan Aptoula
2025	J	`jnl`	Text-conditioned State Space Model For Domain-generalized Change Detection Visual Question Answering. CoRR Elman Ghazaei, Erchan Aptoula
2024	C	`conf`	A Distance Transform Based Loss Function for the Semantic Segmentation of Very High Resolution Remote Sensing Images. IGARSS Furkan Gül, Erchan Aptoula
2024	C	`conf`	A Domain Generalized Mask R-CNN for Building Instance Segmentation. IGARSS Efkan Durakli, Petra Bosilj, Charles Fox, Erchan Aptoula
2024	J	`jnl`	Adapting the Biological SSVEP Response to Artificial Neural Networks. CoRR Emirhan Böge, Yasemin Gunindi, Erchan Aptoula, Nihan Alp, Huseyin Ozkan
2024	—	`conf`	Band Aware Domain Generalization for Cross-Country Multispectral Remote Sensing Scene Classification. WHISPERS Efkan Durakli, Deren Ege Turan, M. Thota, Petra Bosilj, Erchan Aptoula
2024	J	`jnl`	HistSegNet: Histogram Layered Segmentation Network for SAR Image-Based Flood Segmentation. IEEE Geosci. Remote. Sens. Lett. Ilter Turkmenli, Erchan Aptoula, Koray Kayabol
2024	J	`jnl`	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. Sarmad Fakhrulddin Ismael, Koray Kayabol, Erchan Aptoula
2023	—	`conf`	A Smoothing Layer for SAR Image Semantic Segmentation with Fully Convolutional Networks. JURSE Ilter Turkmenli, Koray Kayabol, Erchan Aptoula
2023	J	`jnl`	ADRMX: Additive Disentanglement of Domain Features with Remix Loss. CoRR Berker Demirel, Erchan Aptoula, Huseyin Ozkan
2023	—	`conf`	Band-Based Interpretability with SHAP for Hyperspectral Classification. SIU Ismail Sahin, Alp Ertürk, Erchan Aptoula
2023	—	`conf`	Crowd Counting via Joint SASNet and a Guided Batch Normalization Network. SIU Cengizhan Haldiz, Sarmad Fakhrulddin Ismael, Hasari Çelebi, Erchan Aptoula
2023	A*	`conf`	Domain Generalised Faster R-CNN. AAAI Karthik Seemakurthy, Charles Fox, Erchan Aptoula, Petra Bosilj
2023	A*	`conf`	Domain Generalised Fully Convolutional One Stage Detection. ICRA Karthik Seemakurthy, Petra Bosilj, Erchan Aptoula, Charles Fox
2023	—	`conf`	Domain Generalized Object Detection for Remote Sensing Images. SIU Efkan Durakli, Erchan Aptoula
2023	J	`jnl`	Explainable AI for Earth Observation: Current Methods, Open Challenges, and Opportunities. CoRR Gülsen Taskin, Erchan Aptoula, Alp Ertürk
2023	C	`conf`	Interpreting Hyperspectral Remote Sensing Image Classification Methods Via Explainable Artificial Intelligence. IGARSS Deren Ege Turan, Erchan Aptoula, Alp Ertürk, Gülsen Taskin
2023	J	`jnl`	Unsupervised Domain Adaptation for the Semantic Segmentation of Remote Sensing Images via One-Shot Image-to-Image Translation. IEEE Geosci. Remote. Sens. Lett. Sarmad Fakhrulddin Ismael, Koray Kayabol, Erchan Aptoula
2022	J	`jnl`	A Deep Multitask Semisupervised Learning Approach for Chlorophyll-a Retrieval from Remote Sensing Images. Remote. Sens. Melike Ilteralp, Sema Ariman, Erchan Aptoula
2022	C	`conf`	A Morphological-Long Short Term Memory Network Applied to Crop Classification. IGARSS Hatice Kübra Teloglu, Erchan Aptoula
2022	J	`jnl`	Chlorophyll-a Retrieval From Sentinel-2 Images Using Convolutional Neural Network Regression. IEEE Geosci. Remote. Sens. Lett. Erchan Aptoula, Sema Ariman
2022	J	`jnl`	Domain Generalisation for Object Detection. CoRR Karthik Seemakurthy, Charles Fox, Erchan Aptoula, Petra Bosilj
2022	—	`conf`	Group Equivariant U-Net for the Semantic Segmentation of SAR Images. SIU Ilter Türkmenli, Erchan Aptoula, Koray Kayabol
2022	J	`jnl`	Hierarchical Spatial-Spectral Features for the Chlorophyll-a Estimation of Lake Balik, Turkey. IEEE Geosci. Remote. Sens. Lett. Erchan Aptoula, Sema Ariman
2022	—	`conf`	Scale-Spectral-Spatial Attention Network for Hyperspectral Image Classification. SIU Usama Derbashi, Erchan Aptoula
2022	J	`jnl`	Unsupervised Domain Adaptation for Semantic Segmentation using One-shot Image-to-Image Translation via Latent Representation Mixing. CoRR Sarmad Fakhrulddin Ismael, Koray Kayabol, Erchan Aptoula
2021	—	`conf`	Crop Classification from Multi-Temporal and Multi-spectral Remote Sensing Images. SIU Firat Kizilirmak, Erchan Aptoula
2021	—	`conf`	Crowd Counting with Distribution Matching and Dilated Networks. SIU Selman Yasin Özleyen, Erchan Aptoula
2021	J	`jnl`	Deep Regression Versus Detection for Counting in Robotic Phenotyping. IEEE Robotics Autom. Lett. Adrian Salazar Gomez, Erchan Aptoula, Simon Parsons, Petra Bosilj
2021	—	`conf`	LSTM AutoEncoders Applied to Semi-Supervised Crop Classification. SIU Hatice Kübra Telogglu, Erchan Aptoula
2021	—	`conf`	Processing Attribute Profiles as Scale-series for Remote Sensing Image Classification. VISIGRAPP (4: VISAPP) Melike Ilteralp, Erchan Aptoula
2021	—	`conf`	Weed and Crop Classification with Domain Adaptation for Precision Agriculture. SIU seydanur Ekinci, Erchan Aptoula
2020	J	`jnl`	A Discriminative Long Short Term Memory Network with Metric Learning Applied to Multispectral Time Series Classification. J. Imaging Merve Bozo, Erchan Aptoula, Zehra Çataltepe
2020	—	`conf`	Fine-Grained Urban Land Use and Land Cover Classification Through Multi-temporal and Multispectral Remote Sensing Images. SIU Asaf Mustafa Sofu, Mümin Imamoglu, Fatih Kahraman, Göker Burak Çetin, Erchan Aptoula
2020	—	`conf`	Land Cover Classification of PolSAR Images Using Semantic Segmentation Networks. SIU Ilter Türkmenli, Erchan Aptoula, Koray Kayabol
2020	—	`conf`	Land Cover Map Production of the Sakarya Basin from Multi-Temporal Satellite Images. SIU M. Said Aydemir, Ali Naci Keyik, Fatih Kahraman, Erchan Aptoula
2020	—	`conf`	Large Scale Crop Classification from Multi-temporal and Multi-spectral Satellite Images. SIU Ismail Yilmaz, Mümin Imamoglu, Gökhan Özbulak, Fatih Kahraman, Erchan Aptoula
2020	—	`conf`	Segmentation networks reinforced with attribute profiles for large scale land-cover map production. SIU Erchan Aptoula, Fatih Kahraman, Gökhan Özbulak, M. Said Aydemir, Mumin Imamoglu, Asaf Mustafa Sofu, Ismail Yilmaz
2020	—	`conf`	Skin Lesion Classification With Deep CNN Ensembles. SIU Sara Atito Ali Ahmed, Berrin A. Yanikoglu, Özgü Göksu, Erchan Aptoula
2020	J	`jnl`	Transfer learning between crop types for semantic segmentation of crops versus weeds in precision agriculture. J. Field Robotics Petra Bosilj, Erchan Aptoula, Tom Duckett, Grzegorz Cielniak
2019	J	`jnl`	Can additional spectral bands be estimated from aerial color images? Turkish J. Electr. Eng. Comput. Sci. Muhammet Ali Dede, Erchan Aptoula, Yakup Genç
2019	J	`jnl`	Deep Network Ensembles for Aerial Scene Classification. IEEE Geosci. Remote. Sens. Lett. Muhammet Ali Dede, Erchan Aptoula, Yakup Genc
2019	J	`jnl`	Pixel-Based Classification of SAR Images Using Feature Attribute Profiles. IEEE Geosci. Remote. Sens. Lett. Ayse Tombak, Ilter Turkmenli, Erchan Aptoula, Koray Kayabol
2018	C	`conf`	Attribute Profiles Without Thresholds. IGARSS Erchan Aptoula, Safak Guner Koc
2018	C	`conf`	Classification of Remote Sensing Images Using Attribute Profiles and Feature Profiles from Different Trees: A Comparative Study. IGARSS Minh-Tan Pham, Erchan Aptoula, Sébastien Lefèvre
2018	J	`jnl`	Classification of remote sensing images using attribute profiles and feature profiles from different trees: a comparative study. CoRR Minh-Tan Pham, Erchan Aptoula, Sébastien Lefèvre
2018	—	`conf`	Comparison of semantic classification algorithms on SAR images. SIU Ilter Turkmenli, Koray Kayabol, Erchan Aptoula
2018	—	`conf`	Content based image retrieval of remote sensing images based on deep features. SIU Ozgu Goksu, Erchan Aptoula
2018	—	`conf`	Effect of early and late fusion on heart sound classification. SIU Ersan Oztavli, Erchan Aptoula
2018	J	`jnl`	Feature Profiles from Attribute Filtering for Classification of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Minh-Tan Pham, Erchan Aptoula, Sébastien Lefèvre
2018	J	`jnl`	GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data. IEEE Geosci. Remote. Sens. Lett. AmirAbbas Davari, Erchan Aptoula, Berrin A. Yanikoglu, Andreas K. Maier, Christian Riess
2018	J	`jnl`	Local Feature-Based Attribute Profiles for Optical Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula
2018	—	`conf`	Pixel-based classification of SAR images using features. SIU Ayse Tombak, Erchan Aptoula, Koray Kayabol
2018	—	`conf`	Plant Identification with Deep Learning Ensembles. CLEF (Working Notes) Sara Atito, Berrin A. Yanikoglu, Erchan Aptoula, Ipek Ganiyusufoglu, Aras Yildiz, Kerem Yildirir, Baris Sevilmis, Mehmet Umut Sen
2018	J	`jnl`	Recent Developments from Attribute Profiles for Remote Sensing Image Classification. CoRR Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula, Lorenzo Bruzzone
2017	—	`conf`	A comparative noise robustness study of tree representations for attribute profile construction. SIU Safak Guner Koc, Erchan Aptoula, Petra Bosilj, Bharath Bhushan Damodaran, Mauro Dalla Mura, Sébastien Lefèvre
2017	C	`conf`	Attribute Profiles from Partitioning Trees. ISMM Petra Bosilj, Bharath Bhushan Damodaran, Erchan Aptoula, Mauro Dalla Mura, Sébastien Lefèvre
2017	C	`conf`	Classification of VHR remote sensing images using local feature-based attribute profiles. IGARSS Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula, Bharath Bhushan Damodaran
2017	J	`jnl`	GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data. CoRR AmirAbbas Davari, Erchan Aptoula, Berrin A. Yanikoglu, Andreas K. Maier, Christian Riess
2017	—	`conf`	Hyperspectral image classification with convolutional networks trained with self-dual attribute profiles. SIU Safak Guner Koc, Erchan Aptoula
2017	—	`conf`	Plant Identification with Large Number of Classes: SabanciU-GebzeTU System in PlantCLEF 2017. CLEF (Working Notes) Sara Atito, Berrin A. Yanikoglu, Erchan Aptoula
2017	J	`jnl`	Plant identification using deep neural networks via optimization of transfer learning parameters. Neurocomputing Mostafa Mehdipour-Ghazi, Berrin A. Yanikoglu, Erchan Aptoula
2017	C	`conf`	Quasi-Flat Zones for Angular Data Simplification. ISMM Erchan Aptoula, Minh-Tan Pham, Sébastien Lefèvre
2016	J	`jnl`	Deep Learning With Attribute Profiles for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Erchan Aptoula, Murat Can Ozdemir, Berrin A. Yanikoglu
2016	—	`conf`	Fruit detection with binary partition trees. SIU Murat Can Ozdemir, Erchan Aptoula, Berrin A. Yanikoglu
2016	—	`conf`	Open-set Plant Identification Using an Ensemble of Deep Convolutional Neural Networks. CLEF (Working Notes) Mostafa Mehdipour-Ghazi, Berrin A. Yanikoglu, Erchan Aptoula
2016	J	`jnl`	Retrieval of Remote Sensing Images with Pattern Spectra Descriptors. ISPRS Int. J. Geo Inf. Petra Bosilj, Erchan Aptoula, Sébastien Lefèvre, Ewa Kijak
2016	J	`jnl`	Vector Attribute Profiles for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Erchan Aptoula, Mauro Dalla Mura, Sébastien Lefèvre
2015	J	`jnl`	Hyperspectral Image Classification With Multidimensional Attribute Profiles. IEEE Geosci. Remote. Sens. Lett. Erchan Aptoula
2015	—	`conf`	On the effect of synthetic morphological feature vectors on hyperspectral image classification performance. SIU Amir Abbas Davari, Erchan Aptoula, Berrin A. Yanikoglu
2015	—	`conf`	Sabanci-Okan System in LifeCLEF 2015 Plant Identification Competition. CLEF (Working Notes) Mostafa Mehdipour-Ghazi, Berrin A. Yanikoglu, Erchan Aptoula, Ozlem Muslu, Murat Can Ozdemir
2014	B	`conf`	An end-member based ordering relation for the morphological description of hyperspectral images. ICIP Erchan Aptoula, Nicolas Courty, Sébastien Lefèvre
2014	J	`jnl`	Automatic plant identification from photographs. Mach. Vis. Appl. Berrin A. Yanikoglu, Erchan Aptoula, Caglar Tirkaz
2014	C	`conf`	Bag of morphological words for content-based geographical retrieval. CBMI Erchan Aptoula
2014	J	`jnl`	Remote Sensing Image Retrieval With Global Morphological Texture Descriptors. IEEE Trans. Geosci. Remote. Sens. Erchan Aptoula
2014	—	`conf`	Sabanci-Okan System at LifeCLEF 2014 Plant Identication Competition. CLEF (Working Notes) Berrin A. Yanikoglu, S. Tolga Yildiran, Caglar Tirkaz, Erchan Aptoula
2013	—	`conf`	Mitosis detection in breast cancer histological images with mathematical morphology. SIU Erchan Aptoula, Nicolas Courty, Sébastien Lefèvre
2013	B	`conf`	Morphological features for leaf based plant recognition. ICIP Erchan Aptoula, Berrin A. Yanikoglu
2013	—	`conf`	Remote sensing image retrieval using morphological texture descriptors. SIU Erchan Aptoula, Semih Korkmaz
2013	—	`conf`	Sabanci-Okan System at ImageClef 2013 Plant Identification Competition. CLEF (Working Notes) Berrin A. Yanikoglu, Erchan Aptoula, S. Tolga Yildiran
2012	B	`conf`	A classwise supervised ordering approach for morphology based hyperspectral image classification. ICPR Nicolas Courty, Erchan Aptoula, Sébastien Lefèvre
2012	J	`jnl`	Comparative study of moment based parameterization for morphological texture description. J. Vis. Commun. Image Represent. Erchan Aptoula
2012	—	`conf`	Extended morphological covariance. SIU Semih Korkmaz, Erchan Aptoula
2012	J	`jnl`	Extending morphological covariance. Pattern Recognit. Erchan Aptoula
2012	—	`conf`	Sabanci-Okan System at ImageClef 2012: Combining Features and Classifiers for Plant Identification. CLEF (Online Working Notes/Labs/Workshop) Berrin A. Yanikoglu, Erchan Aptoula, Caglar Tirkaz
2011	—	`conf`	Sabanci-Okan System at ImageClef 2011: Plant Identification Task. CLEF (Notebook Papers/Labs/Workshop) Berrin A. Yanikoglu, Erchan Aptoula, Caglar Tirkaz
2009	J	`jnl`	A hit-or-miss transform for multivariate images. Pattern Recognit. Lett. Erchan Aptoula, Sébastien Lefèvre, Christian Ronse
2009	J	`jnl`	Morphological Description of Color Images for Content-Based Image Retrieval. IEEE Trans. Image Process. Erchan Aptoula, Sébastien Lefèvre
2009	J	`jnl`	On the morphological processing of hue. Image Vis. Comput. Erchan Aptoula, Sébastien Lefèvre
2008	J	`jnl`	On lexicographical ordering in multivariate mathematical morphology. Pattern Recognit. Lett. Erchan Aptoula, Sébastien Lefèvre
2008	J	`jnl`	alpha-Trimmed lexicographical extrema for pseudo-morphological image analysis. J. Vis. Commun. Image Represent. Erchan Aptoula, Sébastien Lefèvre
2007	—	`conf`	A Basin Morphology Approach to Colour Image Segmentation by Region Merging. ACCV (1) Erchan Aptoula, Sébastien Lefèvre
2007	J	`jnl`	A comparative study on multivariate mathematical morphology. Pattern Recognit. Erchan Aptoula, Sébastien Lefèvre
2007	—	`conf`	On morphological color texture characterization. ISMM (1) Erchan Aptoula, Sébastien Lefèvre
2006	—	`conf`	Mathematical morphology applied to the segmentation and classification of galaxies in multispectral images. EUSIPCO Erchan Aptoula, Sébastien Lefèvre, C. Collet
2006	—	`conf`	Spatial Morphological Covariance Applied to Texture Classification. MRCS Erchan Aptoula, Sébastien Lefèvre