Erchan Aptoula

2.5k total citations · 1 hit paper
74 papers, 1.7k citations indexed

About

Erchan Aptoula is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Plant Science. According to data from OpenAlex, Erchan Aptoula has authored 74 papers receiving a total of 1.7k indexed citations (citations by other indexed papers that have themselves been cited), including 48 papers in Computer Vision and Pattern Recognition, 44 papers in Media Technology and 17 papers in Plant Science. Recurrent topics in Erchan Aptoula's work include Remote-Sensing Image Classification (43 papers), Image Retrieval and Classification Techniques (28 papers) and Advanced Image and Video Retrieval Techniques (24 papers). Erchan Aptoula is often cited by papers focused on Remote-Sensing Image Classification (43 papers), Image Retrieval and Classification Techniques (28 papers) and Advanced Image and Video Retrieval Techniques (24 papers). Erchan Aptoula collaborates with scholars based in Türkiye, France and United Kingdom. Erchan Aptoula's co-authors include Berrin Yanıkoğlu, Sébastien Lefèvre, Mostafa Mehdipour Ghazi, Petra Bosilj, Tom Duckett, Grzegorz Cielniak, Sema Arıman, Minh‐Tan Pham, Koray Kayabol and Yakup Genç and has published in prestigious journals such as IEEE Transactions on Geoscience and Remote Sensing, IEEE Transactions on Image Processing and Pattern Recognition.

In The Last Decade

Erchan Aptoula

70 papers receiving 1.6k citations

Hit Papers

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What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

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

2017 391 citations Mostafa Mehdipour Ghazi, Berrin Yanıkoğlu et al. profile →

Peers

Countries citing papers authored by Erchan Aptoula

Since Specialization

Citations

This map shows the geographic impact of Erchan Aptoula's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Erchan Aptoula with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Erchan Aptoula more than expected).

Fields of papers citing papers by Erchan Aptoula

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Erchan Aptoula. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Erchan Aptoula. The network helps show where Erchan Aptoula may publish in the future.

Co-authorship network of co-authors of Erchan Aptoula

This figure shows the co-authorship network connecting the top 25 collaborators of Erchan Aptoula. A scholar is included among the top collaborators of Erchan Aptoula based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Erchan Aptoula. Erchan Aptoula is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Domain generalized remote sensing scene captioning via country-level geographic information 2025 ·Bahattin Kerem Aydın, Erchan Aptoula	0
2	Unsupervised domain adaptation for the semantic segmentation of remote sensing images via a class-aware Fourier transform and a fine-grained discriminator 2024 ·Digital Signal Processing ·(unknown), Koray Kayabol, Erchan Aptoula	2
3	A Distance Transform Based Loss Function for the Semantic Segmentation of Very High Resolution Remote Sensing Images 2024 ·(unknown), Erchan Aptoula	1
4	Domain Generalized Object Detection for Remote Sensing Images 2023 ·(unknown), Erchan Aptoula	5
5	Classification of Remote Sensing Data With Morphological Attribute Profiles: A decade of advances 2021 ·IEEE Geoscience and Remote Sensing Magazine ·(unknown), Minh‐Tan Pham, Erchan Aptoula, (unknown), Sébastien Lefèvre	12
6	A Deep Multitask Semisupervised Learning Approach for Chlorophyll-a Retrieval from Remote Sensing Images 2021 ·Remote Sensing ·(unknown), Sema Arıman, Erchan Aptoula	8
7	Chlorophyll-a Retrieval From Sentinel-2 Images Using Convolutional Neural Network Regression 2021 ·IEEE Geoscience and Remote Sensing Letters ·Erchan Aptoula, Sema Arıman	40
8	GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data 2018 ·IEEE Geoscience and Remote Sensing Letters ·(unknown), Erchan Aptoula, Berrin Yanıkoğlu, Andreas Maier, Christian Rieß	30
9	Plant Identification with Deep Learning Ensembles. 2018 ·CLEF (Working Notes) ·(unknown), Berrin Yanıkoğlu, Erchan Aptoula, (unknown), (unknown), (unknown), (unknown), Mehmet Umut Şen	1
10	Content based image retrieval of remote sensing images based on deep features 2018 ·(unknown), Erchan Aptoula	3
11	Feature Profiles from Attribute Filtering for Classification of Remote Sensing Images 2017 ·IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·Minh‐Tan Pham, Erchan Aptoula, Sébastien Lefèvre	18
12	Plant Identification with Large Number of Classes: SabanciU-GebzeTU System in PlantCLEF 2017. 2017 ·CLEF (Working Notes) ·Sara Atito Ali Ahmed, Berrin Yanıkoğlu, Erchan Aptoula	3
13	Local Feature-Based Attribute Profiles for Optical Remote Sensing Image Classification 2017 ·IEEE Transactions on Geoscience and Remote Sensing ·Minh‐Tan Pham, Sébastien Lefèvre, Erchan Aptoula	24
14	A practical algorithm for the retrieval of floe size distribution of Arctic sea ice from high-resolution satellite Synthetic Aperture Radar imagery 2017 ·Elementa Science of the Anthropocene ·Byongjun Hwang, Jinchang Ren, (unknown), (unknown), Ismail Ben Ayed, Hans C. Graber, Erchan Aptoula	16
15	Open-set plant identification using an ensemble of deep convolutional neural networks 2016 ·CLEF (Working Notes) ·Mostafa Mehdipour Ghazi, Berrin Yanıkoğlu, Erchan Aptoula	5
16	Sabanci-Okan system in LifeCLEF 2015 plant identification competition 2015 ·Sabanci University ·Mostafa Mehdipour Ghazi, Berrin Yanıkoğlu, Erchan Aptoula, (unknown), (unknown)	5
17	Sabanci-Okan system at imageclef 2013 plant identification competition 2013 ·Sabanci University ·Berrin Yanıkoğlu, (unknown), (unknown), Erchan Aptoula	3
18	Sabanci-Okan system at ImageClef 2012: combining features and classifiers for plant identification 2012 ·Sabanci University ·Berrin Yanıkoğlu, Erchan Aptoula, (unknown)	14
19	Comparative study of moment based parameterization for morphological texture description 2012 ·Journal of Visual Communication and Image Representation ·Erchan Aptoula	8
20	Morphological Description of Color Images for Content-Based Image Retrieval 2009 ·IEEE Transactions on Image Processing ·Erchan Aptoula, Sébastien Lefèvre	42

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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