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Erchan Aptoula
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Year
Plant identification using deep neural networks via optimization of transfer learning parameters
MM Ghazi, B Yanikoglu, E Aptoula
Neurocomputing 235, 228-235, 2017
6052017
A comparative study on multivariate mathematical morphology
E Aptoula, S Lefèvre
Pattern Recognition 40 (11), 2914-2929, 2007
3442007
Remote sensing image retrieval with global morphological texture descriptors
E Aptoula
IEEE transactions on geoscience and remote sensing 52 (5), 3023-3034, 2013
2062013
Deep learning with attribute profiles for hyperspectral image classification
E Aptoula, MC Ozdemir, B Yanikoglu
IEEE Geoscience and Remote Sensing Letters 13 (12), 1970-1974, 2016
1612016
Transfer learning between crop types for semantic segmentation of crops versus weeds in precision agriculture
P Bosilj, E Aptoula, T Duckett, G Cielniak
Journal of Field Robotics 37 (1), 7-19, 2020
1582020
Automatic plant identification from photographs
B Yanikoglu, E Aptoula, C Tirkaz
Machine vision and applications 25, 1369-1383, 2014
1152014
On lexicographical ordering in multivariate mathematical morphology
E Aptoula, S Lefèvre
Pattern Recognition Letters 29 (2), 109-118, 2008
1072008
Morphological description of color images for content-based image retrieval
E Aptoula, S Lefèvre
IEEE Transactions on Image Processing 18 (11), 2505-2517, 2009
762009
Retrieval of remote sensing images with pattern spectra descriptors
P Bosilj, E Aptoula, S Lefèvre, E Kijak
ISPRS International Journal of Geo-Information 5 (12), 228, 2016
562016
Morphological features for leaf based plant recognition
E Aptoula, B Yanikoglu
2013 IEEE International Conference on Image Processing, 1496-1499, 2013
552013
On the morphological processing of hue
E Aptoula, S Lefèvre
Image and Vision Computing 27 (9), 1394-1401, 2009
452009
Deep network ensembles for aerial scene classification
MA Dede, E Aptoula, Y Genc
IEEE Geoscience and Remote Sensing Letters 16 (5), 732-735, 2018
442018
α-trimmed lexicographical extrema for pseudo-morphological image analysis
E Aptoula, S Lefèvre
Journal of Visual Communication and Image Representation 19 (3), 165-174, 2008
412008
Vector attribute profiles for hyperspectral image classification
E Aptoula, M Dalla Mura, S Lefèvre
IEEE Transactions on Geoscience and Remote Sensing 54 (6), 3208-3220, 2016
402016
Local feature-based attribute profiles for optical remote sensing image classification
MT Pham, S Lefevre, E Aptoula
IEEE Transactions on Geoscience and Remote Sensing 56 (2), 1199-1212, 2017
362017
GMM-based synthetic samples for classification of hyperspectral images with limited training data
A Davari, E Aptoula, B Yanikoglu, A Maier, C Riess
IEEE Geoscience and Remote Sensing Letters 15 (6), 942-946, 2018
352018
Extending morphological covariance
E Aptoula
Pattern Recognition 45 (12), 4524-4535, 2012
352012
Chlorophyll-a retrieval from sentinel-2 images using convolutional neural network regression
E Aptoula, S Ariman
IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2021
342021
Pixel-based classification of SAR images using feature attribute profiles
A Tombak, İ Türkmenli, E Aptoula, K Kayabol
IEEE Geoscience and Remote Sensing Letters 16 (4), 564-567, 2018
302018
Sabanci-Okan System at ImageClef 2012: Combining Features and Classifiers for Plant Identification.
BA Yanikoglu, E Aptoula, C Tirkaz
CLEF (Online Working Notes/Labs/Workshop) 23, 2012
302012
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Articles 1–20