Haluk Derin

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

About

Haluk Derin is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Control and Systems Engineering. According to data from OpenAlex, Haluk Derin has authored 41 papers receiving a total of 1.7k indexed citations (citations by other indexed papers that have themselves been cited), including 27 papers in Computer Vision and Pattern Recognition, 15 papers in Artificial Intelligence and 5 papers in Control and Systems Engineering. Recurrent topics in Haluk Derin's work include Image and Signal Denoising Methods (17 papers), Medical Image Segmentation Techniques (12 papers) and Advanced Data Compression Techniques (7 papers). Haluk Derin is often cited by papers focused on Image and Signal Denoising Methods (17 papers), Medical Image Segmentation Techniques (12 papers) and Advanced Data Compression Techniques (7 papers). Haluk Derin collaborates with scholars based in United States, Türkiye and Taiwan. Haluk Derin's co-authors include Sridhar Lakshmanan, Patrick A. Kelly, Chee Sun Won, R. Cristi, Donald Geman, Murat Aşkar, Wen‐Jyi Hwang, H. Elliott, John B. Thomas and Weibo Gong and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Automatic Control and Proceedings of the IEEE.

In The Last Decade

Haluk Derin

36 papers receiving 1.6k citations

Hit Papers

Modeling and Segmentation of Noisy and Textured Images Us... 1987 2026 2000 2013 1987 200 400 600
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.

  1. Modeling and Segmentation of Noisy and Textured Images Using Gibbs Random Fields
    1987 696 citations Haluk Derin et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Haluk Derin United States 14 1.1k 479 403 146 140 41 1.7k
J. Woods United States 16 1.6k 1.4× 334 0.7× 408 1.0× 61 0.4× 61 0.4× 46 2.3k
Erçan E. Kuruoğlu Italy 21 552 0.5× 485 1.0× 298 0.7× 78 0.5× 105 0.8× 149 1.9k
Joseph M. Francos Israel 16 703 0.6× 222 0.5× 148 0.4× 62 0.4× 34 0.2× 101 1.3k
S. Z. Li China 5 655 0.6× 210 0.4× 198 0.5× 58 0.4× 18 0.1× 8 993
Xuejun Liao United States 21 636 0.6× 781 1.6× 178 0.4× 31 0.2× 54 0.4× 67 2.0k
Julie Delon France 20 1.1k 1.0× 128 0.3× 361 0.9× 59 0.4× 43 0.3× 61 1.6k
Ralph Hartley United States 11 504 0.4× 427 0.9× 96 0.2× 29 0.2× 24 0.2× 18 1.6k
Soheil Kolouri United States 16 622 0.5× 696 1.5× 119 0.3× 34 0.2× 37 0.3× 50 1.6k
Rémi Flamary France 16 412 0.4× 535 1.1× 198 0.5× 32 0.2× 50 0.4× 39 1.2k
Tim Salimans United States 8 1.2k 1.1× 673 1.4× 285 0.7× 28 0.2× 21 0.1× 14 2.0k

Countries citing papers authored by Haluk Derin

Since Specialization
Citations

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

Fields of papers citing papers by Haluk Derin

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Haluk Derin

This figure shows the co-authorship network connecting the top 25 collaborators of Haluk Derin. A scholar is included among the top collaborators of Haluk Derin 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 Haluk Derin. Haluk Derin 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.
Kelly, Patrick A., et al.. (2005). The modeling and segmentation of speckled images. 12. 559–562.
2.
Derin, Haluk & Patrick A. Kelly. (2005). Algorithms For The Segmentation Of Speckled Images. 1. 279–284.
3.
Elliott, H., Haluk Derin, R. Cristi, & Donald Geman. (2005). Application of the Gibbs distribution to image segmentation. 9. 678–681. 16 indexed citations
4.
Kelly, Patrick A., et al.. (2002). Conditional event algebra techniques for iterated image estimation. 85. 219–222.
5.
Derin, Haluk, et al.. (2002). Realizations and parameter estimation for line processes. International Conference on Acoustics, Speech, and Signal Processing. pami 9. 2213–2216. 1 indexed citations
6.
Kelly, Patrick A., et al.. (2001). <title>Bayesian network using edge probabilities for target detection and recognition</title>. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 4380. 288–299. 3 indexed citations
7.
Derin, Haluk, et al.. (1997). Video Data Compression for Multimedia Computing: Statistically Based and Biologically Inspired Techniques. San José State University ScholarWorks (San Jose State University). 2 indexed citations
8.
Hwang, Wen‐Jyi & Haluk Derin. (1996). Multistage storage- and entropy-constrained tree-structured vector quantization. IEEE Transactions on Signal Processing. 44(7). 1801–1810. 4 indexed citations
9.
Hwang, Wen‐Jyi & Haluk Derin. (1995). Multiresolution multiresource progressive image transmission. IEEE Transactions on Image Processing. 4(8). 1128–1140. 16 indexed citations
10.
Derin, Haluk, et al.. (1995). <title>Video compression using adaptive wavelet packet and DPCM</title>. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 2605. 158–169. 4 indexed citations
11.
Lakshmanan, Sridhar & Haluk Derin. (1993). Extendability tests for multidimensional covariance sequences. IEEE Transactions on Signal Processing. 41(5). 1836–1846. 1 indexed citations
12.
Lakshmanan, Sridhar & Haluk Derin. (1993). Valid parameter space of 2-D Gaussian Markov random fields. IEEE Transactions on Information Theory. 39(2). 703–709. 14 indexed citations
13.
Won, Chee Sun & Haluk Derin. (1992). Unsupervised segmentation of noisy and textured images using Markov random fields. 54(4). 308–328. 120 indexed citations
14.
Derin, Haluk. (1991). Comments on "Restoration of noisy images modeled by Markov random fields with Gibbs distributions" [with reply]. IEEE Transactions on Circuits and Systems. 38(5). 566–568. 1 indexed citations
15.
Derin, Haluk, et al.. (1990). Modeling and segmentation of speckled images using complex data. IEEE Transactions on Geoscience and Remote Sensing. 28(1). 76–87. 28 indexed citations
16.
Derin, Haluk, et al.. (1987). Unsupervised segmentation of speckled images. 2. 1349. 3 indexed citations
17.
Derin, Haluk. (1987). Estimating Components of Univariate Gaussian Mixtures Using Prony's Method. IEEE Transactions on Pattern Analysis and Machine Intelligence. PAMI-9(1). 142–148. 17 indexed citations
18.
Derin, Haluk, et al.. (1987). Modeling and Segmentation of Noisy and Textured Images Using Gibbs Random Fields. IEEE Transactions on Pattern Analysis and Machine Intelligence. PAMI-9(1). 39–55. 696 indexed citations breakdown →
19.
Derin, Haluk, et al.. (1984). Bayes Smoothing Algorithms for Segmentation of Binary Images Modeled by Markov Random Fields. IEEE Transactions on Pattern Analysis and Machine Intelligence. PAMI-6(6). 707–720. 125 indexed citations
20.
Derin, Haluk, et al.. (1976). Two Necessary Conditions on the Representation of Bivariate Distributions by Polynomials. The Annals of Statistics. 4(1). 12 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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