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E
Erchan Aptoula
sabanci university
23
H-index
154
Paper Count
2.5K
Citation Count
0
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Published Papers
27
Publication Date
Publication Date
Impact Factor
Citations
Beyond Visual Inspection: Smart Identification of Soybean Diseases and Infection Severities using Hyperspectral Sensor
Smart Agricultural Technology
IF
5.7
2026-08-27
0
OA
AI
Dthenifer Cordeiro Santana; Fábio Henrique Rojo Baio; José Donizete de Queiroz Otone; Elber Vinicius Martins; Larissa Pereira Ribeiro Teodoro; Erchan Aptoula; Paulo Eduardo Teodoro
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A Biologically Inspired Filter Significance Assessment Method for Model Explanation
EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT II
IF
0
2026-01-01
0
OA
AI
Boge, Emirhan; Gunindi, Yasemin; Ertan, Murat Bilgehan; Aptoula, Erchan; Alp, Nihan; Ozkan, Huseyin
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Efficient Remote Sensing Change Detection With Change State Space Models
IEEE Geoscience and Remote Sensing Letters
IF
4.4
2025-11-21
0
PRE
AI
Elman Ghazaei; Erchan Aptoula
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AdLU: Adaptive Double Parametric Activation Functions
signal processing
IF
3
2025-09-05
0
PRE
AI
Merve Güney Duman; Sibel Koparal; Neşe Ömür; Alp Ertürk; Erchan Aptoula
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HistSegNet: Histogram Layered Segmentation Network for SAR Image-Based Flood Segmentation
ieee geoscience and remote sensing magazine
IF
4.4
2024-01-01
3
PRE
AI
Turkmenli, Ilter; Aptoula, Erchan; Kayabol, Koray
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Unsupervised Domain Adaptation for the Semantic Segmentation of Remote Sensing Images via One-Shot Image-to-Image Translation
ieee geoscience and remote sensing magazine
IF
4.4
2023-01-01
8
OA
AI
Ismael, Sarmad F.; Kayabol, Koray; Aptoula, Erchan
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Chlorophyll-a Retrieval From Sentinel-2 Images Using Convolutional Neural Network Regression
ieee geoscience and remote sensing magazine
IF
4.4
2022-01-01
32
PRE
AI
Aptoula, Erchan; Ariman, Sema
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Hierarchical Spatial-Spectral Features for the Chlorophyll-a Estimation of Lake Balik, Turkey
ieee geoscience and remote sensing magazine
IF
4.4
2022-01-01
2
PRE
AI
Aptoula, Erchan; Ariman, Sema
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Classification of Remote Sensing Data With Morphological Attribute Profiles: A decade of advances
IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
IF
16.4
2021-09-01
12
OA
AI
Maia, Deise Santana; Pham, Minh-Tan; Aptoula, Erchan; Guiotte, Florent; Lefevre, Sebastien
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Deep Network Ensembles for Aerial Scene Classification
ieee geoscience and remote sensing magazine
IF
4.4
2019-05-01
36
PRE
AI
Dede, Muhammet Ali; Aptoula, Erchan; Genc, Yakup
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Pixel-Based Classification of SAR Images Using Feature Attribute Profiles
ieee geoscience and remote sensing magazine
IF
4.4
2019-04-01
20
PRE
AI
Tombak, Ayse; Turkmenli, Ilter; Aptoula, Erchan; Kayabol, Koray
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Transfer learning between crop types for semantic segmentation of crops versus weeds in precision agriculture
JOURNAL OF FIELD ROBOTICS
IF
5.2
2019-03-28
110
PRE
AI
Bosilj, Petra; Aptoula, Erchan; Duckett, Tom; Cielniak, Grzegorz
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Activities of the GRSS Turkey Chapter
IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
IF
16.4
2018-12-01
1
OA
AI
Erturk, Alp; Kaya, Gulsen Taskin; Erten, Esra; Kayabol, Koray; Aptoula, Erchan
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GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data
ieee geoscience and remote sensing magazine
IF
4.4
2018-06-01
27
OA
AI
Davari, Amirabbas; Aptoula, Erchan; Yanikoglu, Berrin; Maier, Andreas; Riess, Christian
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Local Feature-Based Attribute Profiles for Optical Remote Sensing Image Classification
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF
8.6
2018-02-01
24
OA
AI
Minh-Tan Pham; Lefevre, Sebastien; Aptoula, Erchan
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Plant identification using deep neural networks via optimization of transfer learning parameters
NEUROCOMPUTING
IF
6.5
2017-04-01
362
PRE
AI
Ghazi, Mostafa Mehdipour; Yanikoglu, Berrin; Aptoula, Erchan
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Deep Learning With Attribute Profiles for Hyperspectral Image Classification
ieee geoscience and remote sensing magazine
IF
4.4
2016-12-01
142
PRE
AI
Aptoula, Erchan; Ozdemir, Murat Can; Yanikoglu, Berrin
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Vector Attribute Profiles for Hyperspectral Image Classification
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF
8.6
2016-06-01
36
OA
AI
Aptoula, Erchan; Dalla Mura, Mauro; Lefevre, Sebastien
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Hyperspectral Image Classification With Multidimensional Attribute Profiles
ieee geoscience and remote sensing magazine
IF
4.4
2015-10-01
17
PRE
AI
Aptoula, Erchan
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Remote Sensing Image Retrieval With Global Morphological Texture Descriptors
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF
8.6
2014-05-01
155
PRE
AI
Aptoula, Erchan
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Research Directions
No research directions
Co-authors
Cooperation Journals
A
Andreas Maier
H-index: 53 · Papers: 1.7K
T
Tom Duckett
H-index: 45 · Papers: 203
M
Mauro Dalla Mura
H-index: 42 · Papers: 318
P
Paulo Eduardo Teodoro
H-index: 37 · Papers: 616
S
Sébastien Lefèvre
H-index: 34 · Papers: 389
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