Nikos Komodakis

22.7k total citations · 1 hit paper
68 papers, 3.7k citations indexed

About

Nikos Komodakis is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Media Technology. According to data from OpenAlex, Nikos Komodakis has authored 68 papers receiving a total of 3.7k indexed citations (citations by other indexed papers that have themselves been cited), including 52 papers in Computer Vision and Pattern Recognition, 19 papers in Artificial Intelligence and 9 papers in Media Technology. Recurrent topics in Nikos Komodakis's work include Advanced Image and Video Retrieval Techniques (25 papers), Medical Image Segmentation Techniques (18 papers) and Advanced Vision and Imaging (13 papers). Nikos Komodakis is often cited by papers focused on Advanced Image and Video Retrieval Techniques (25 papers), Medical Image Segmentation Techniques (18 papers) and Advanced Vision and Imaging (13 papers). Nikos Komodakis collaborates with scholars based in France, Greece and Germany. Nikos Komodakis's co-authors include Georgios Tziritas, Nikos Paragios, Spyros Gidaris, Jean‐Christophe Pesquet, Ben Glocker, Praveer Singh, Nassir Navab, Wenbin Zou, Chaohui Wang and Aristeidis Sotiras and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Image Processing and Pattern Recognition.

In The Last Decade

Nikos Komodakis

64 papers receiving 3.5k citations

Hit Papers

align trajectories

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.

Dynamic Few-Shot Visual Learning Without Forgetting

2018 627 citations Spyros Gidaris, Nikos Komodakis profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Nikos Komodakis France	26	2.6k	1.0k	546	433	352	68	3.7k
Laurent Najman France	25	2.8k 1.1×	693 0.7×	664 1.2×	382 0.9×	162 0.5×	95	4.2k
Stella X. Yu United States	31	2.8k 1.1×	2.0k 1.9×	379 0.7×	363 0.8×	176 0.5×	123	4.5k
Christoph Schnörr Germany	29	2.7k 1.0×	505 0.5×	312 0.6×	374 0.9×	634 1.8×	128	3.7k
Yu-Chiang Frank Wang Taiwan	35	2.8k 1.1×	1.3k 1.3×	733 1.3×	218 0.5×	355 1.0×	153	3.9k
Fan Zhu China	29	2.5k 0.9×	1.5k 1.4×	250 0.5×	260 0.6×	382 1.1×	76	3.7k
Ishan Misra United States	18	3.0k 1.2×	2.2k 2.1×	266 0.5×	340 0.8×	248 0.7×	35	4.7k
Jonathan Masci Switzerland	15	1.9k 0.7×	1.2k 1.2×	372 0.7×	185 0.4×	549 1.6×	26	3.8k
Samuel Rota Bulò Italy	29	2.1k 0.8×	1.3k 1.3×	234 0.4×	192 0.4×	255 0.7×	79	3.3k
Hugo Touvron France	5	2.4k 0.9×	1.7k 1.7×	407 0.7×	445 1.0×	130 0.4×	7	4.1k
Leo Grady United States	29	2.8k 1.1×	715 0.7×	415 0.8×	919 2.1×	308 0.9×	75	4.4k

Countries citing papers authored by Nikos Komodakis

Since Specialization

Citations

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

Fields of papers citing papers by Nikos Komodakis

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Nikos Komodakis

This figure shows the co-authorship network connecting the top 25 collaborators of Nikos Komodakis. A scholar is included among the top collaborators of Nikos Komodakis 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 Nikos Komodakis. Nikos Komodakis 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

Jiang, Xiaotong, Olivier Teboul, Nikos Komodakis, et al.. (2025). Deep learning detection of acute and sub-acute lesion activity from single-timepoint conventional brain MRI in multiple sclerosis. Medical Image Analysis. 105. 103619–103619.

Kakogeorgiou, Ioannis, et al.. (2025). Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers. 3793–3803.

Kakogeorgiou, Ioannis, Spyros Gidaris, Κωνσταντίνος Καράντζαλος, & Nikos Komodakis. (2024). SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers. 22776–22786. 1 indexed citations

Belachew, Shibeshih, et al.. (2024). ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images. 11428–11438.

Gidaris, Spyros, Andrei Bursuc, Gilles Puy, et al.. (2021). OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning. 6826–6836. 44 indexed citations

Oyallon, Edouard, Sergey Zagoruyko, Nikos Komodakis, et al.. (2018). Scattering Networks for Hybrid Representation Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence. 41(9). 2208–2221. 40 indexed citations

Simonovsky, Martin & Nikos Komodakis. (2016). OnionNet: Sharing Features in Cascaded Deep Classifiers. arXiv (Cornell University). 1 indexed citations

Komodakis, Nikos, Manish Kumar, & Nikos Paragios. (2016). (Hyper)-Graphs Inference through Convex Relaxations and Move Making Algorithms: Contributions and Applications in Artificial Vision. SPIRE - Sciences Po Institutional REpository. 10(1). 1–102. 2 indexed citations

Gidaris, Spyros & Nikos Komodakis. (2016). LocNet: Improving Localization Accuracy for Object Detection. arXiv (Cornell University). 789–798. 1 indexed citations

10.

Vakalopoulou, Maria, Κωνσταντίνος Καράντζαλος, Nikos Komodakis, & Nikos Paragios. (2016). Graph-Based Registration, Change Detection, and Classification in Very High Resolution Multitemporal Remote Sensing Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 9(7). 2940–2951. 22 indexed citations

11.

Komodakis, Nikos, Nikos Paragios, & Georgios Tziritas. (2013). MRF energy minimization and beyond via dual decomposition. SPIRE - Sciences Po Institutional REpository. 8 indexed citations

12.

Zikic, Darko, Ben Glocker, Oliver Kutter, et al.. (2010). Linear intensity-based image registration by Markov random fields and discrete optimization. Medical Image Analysis. 14(4). 550–562. 31 indexed citations

13.

Neji, Radhouène, et al.. (2009). Clustering of the Human Skeletal Muscle Fibers Using Linear Programming and Angular Hilbertian Metrics. Lecture notes in computer science. 21. 14–25. 3 indexed citations

14.

Sotiras, Aristeidis, Nikos Komodakis, Ben Glocker, Jean‐François Deux, & Nikos Paragios. (2009). Graphical Models and Deformable Diffeomorphic Population Registration Using Global and Local Metrics. Lecture notes in computer science. 12(Pt 1). 672–679. 12 indexed citations

15.

Komodakis, Nikos, Nikos Paragios, & Georgios Tziritas. (2008). Clustering via LP-based Stabilities. Neural Information Processing Systems. 21. 865–872. 21 indexed citations

16.

Wachinger, Christian, et al.. (2008). Deformable Mosaicing for Whole-Body MRI. Lecture notes in computer science. 11(Pt 2). 113–121. 14 indexed citations

17.

Komodakis, Nikos & Georgios Tziritas. (2007). Approximate Labeling via Graph Cuts Based on Linear Programming. IEEE Transactions on Pattern Analysis and Machine Intelligence. 29(8). 1436–1453. 139 indexed citations

18.

Glocker, Ben, et al.. (2007). Inter and Intra-modal Deformable Registration: Continuous Deformations Meet Efficient Optimal Linear Programming. Lecture notes in computer science. 20. 408–420. 37 indexed citations

19.

Glocker, Ben, Nikos Komodakis, Nikos Paragios, et al.. (2007). Primal/Dual Linear Programming and Statistical Atlases for Cartilage Segmentation. Lecture notes in computer science. 10(Pt 2). 536–543. 25 indexed citations

20.

Komodakis, Nikos & Georgios Tziritas. (2005). Approximate Labeling via the Primal-Dual Schema. 4 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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