Aykut Erdem

4.4k total citations
68 papers, 1.6k citations indexed

About

Aykut Erdem is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Media Technology. According to data from OpenAlex, Aykut Erdem has authored 68 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 62 papers in Computer Vision and Pattern Recognition, 17 papers in Artificial Intelligence and 7 papers in Media Technology. Recurrent topics in Aykut Erdem's work include Advanced Image and Video Retrieval Techniques (19 papers), Multimodal Machine Learning Applications (16 papers) and Video Analysis and Summarization (10 papers). Aykut Erdem is often cited by papers focused on Advanced Image and Video Retrieval Techniques (19 papers), Multimodal Machine Learning Applications (16 papers) and Video Analysis and Summarization (10 papers). Aykut Erdem collaborates with scholars based in Türkiye, United Kingdom and Japan. Aykut Erdem's co-authors include Erkut Erdem, Levent Karacan, Nazlı İkizler-Cinbiş, Okan Tarhan Tursun, Ahmet Oğuz Akyüz, Ruket Çakıcı, Sibel Tarı, Barbara Plank, Frank Keller and Desmond Elliott and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Image Processing and ACM Transactions on Graphics.

In The Last Decade

Aykut Erdem

65 papers receiving 1.6k citations

Peers

Aykut Erdem
Naila Murray France
Jianwen Xie China
Long Mai United States
Chenlei Guo United States
Liquan Shen China
Weihua Xiong China
Xiaowu Chen China
Simone Frintrop Germany
Naila Murray France
Aykut Erdem
Citations per year, relative to Aykut Erdem Aykut Erdem (= 1×) peers Naila Murray

Countries citing papers authored by Aykut Erdem

Since Specialization
Citations

This map shows the geographic impact of Aykut Erdem'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 Aykut Erdem with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Aykut Erdem more than expected).

Fields of papers citing papers by Aykut Erdem

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Aykut Erdem. 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 Aykut Erdem. The network helps show where Aykut Erdem may publish in the future.

Co-authorship network of co-authors of Aykut Erdem

This figure shows the co-authorship network connecting the top 25 collaborators of Aykut Erdem. A scholar is included among the top collaborators of Aykut Erdem 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 Aykut Erdem. Aykut Erdem is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
İmamoğlu, Nevrez, et al.. (2025). Spherical Vision Transformers for Audio-Visual Saliency Prediction in 360$^{\circ }$∘ Videos. IEEE Transactions on Pattern Analysis and Machine Intelligence. 48(1). 329–345.
2.
Erdem, Aykut, et al.. (2024). Learning-based Characterization of Noise Statistics for SoC Estimation via Kalman Filtering. IFAC-PapersOnLine. 58(30). 332–337.
3.
Yüksel, Seniha Esen, et al.. (2024). Self-Supervised Calibration of the Denoising Networks for HSI. 32. 9277–9280. 1 indexed citations
4.
5.
Erdem, Aykut, et al.. (2023). Object and Relation Centric Representations for Push Effect Prediction. SSRN Electronic Journal. 1 indexed citations
6.
İmamoğlu, Nevrez, et al.. (2023). ST360IQ: No-Reference Omnidirectional Image Quality Assessment With Spherical Vision Transformers. 1–5. 8 indexed citations
7.
Ceylan, Duygu, et al.. (2023). CLIP-guided StyleGAN Inversion for Text-driven Real Image Editing. ACM Transactions on Graphics. 42(5). 1–18. 9 indexed citations
8.
Erdem, Aykut, et al.. (2022). Detecting Euphemisms with Literal Descriptions and Visual Imagery. Pure Amsterdam UMC. 61–67. 2 indexed citations
9.
Erdem, Erkut, et al.. (2021). NOVA: Rendering Virtual Worlds with Humans for Computer Vision Tasks. Computer Graphics Forum. 40(6). 258–272. 6 indexed citations
10.
Erdem, Aykut, et al.. (2021). Synthetic18K: Learning better representations for person re-ID and attribute recognition from 1.4 million synthetic images. Signal Processing Image Communication. 97. 116335–116335. 3 indexed citations
11.
Erdem, Aykut, et al.. (2019). Belief Regulated Dual Propagation Nets for Learning Action Effects on Articulated Multi-Part Objects.. arXiv (Cornell University). 1 indexed citations
12.
Erdem, Aykut, et al.. (2019). MSVD-Turkish: A Large-Scale Dataset for Video Captioning in Turkish. 1–4. 4 indexed citations
13.
Erdem, Aykut, et al.. (2018). RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes. 1358–1368. 68 indexed citations
14.
Erdem, Erkut, et al.. (2018). Generating person images based on attributes. 1–4. 1 indexed citations
15.
Erdem, Aykut, et al.. (2017). Re-evaluating Automatic Metrics for Image Captioning. 199–209. 91 indexed citations
16.
Erdem, Aykut, et al.. (2016). HUCVL at MediaEval 2016: Predicting Interesting Key Frames with Deep Models.. MediaEval. 1 indexed citations
17.
Erdem, Erkut, et al.. (2016). A comparative study for feature integration strategies in dynamic saliency estimation. Signal Processing Image Communication. 51. 13–25. 8 indexed citations
18.
Erdem, Aykut, et al.. (2008). Disconnected Skeleton: Shape at Its Absolute Scale. IEEE Transactions on Pattern Analysis and Machine Intelligence. 30(12). 2188–2203. 56 indexed citations
19.
Başeski, Emre, Aykut Erdem, & Sibel Tarı. (2008). Dissimilarity between two skeletal trees in a context. Pattern Recognition. 42(3). 370–385. 25 indexed citations
20.
Erdem, Erkut, Aykut Erdem, & Volkan Atalay. (2003). Image-based Extraction of Material Reflectance Properties of a 3D Rigid Object.. 1 indexed citations

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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