Nasser M. Nasrabadi

14.2k total citations · 7 hit papers
344 papers, 10.3k citations indexed

About

Nasser M. Nasrabadi is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Aerospace Engineering. According to data from OpenAlex, Nasser M. Nasrabadi has authored 344 papers receiving a total of 10.3k indexed citations (citations by other indexed papers that have themselves been cited), including 196 papers in Computer Vision and Pattern Recognition, 122 papers in Media Technology and 79 papers in Aerospace Engineering. Recurrent topics in Nasser M. Nasrabadi's work include Remote-Sensing Image Classification (99 papers), Image and Signal Denoising Methods (72 papers) and Infrared Target Detection Methodologies (68 papers). Nasser M. Nasrabadi is often cited by papers focused on Remote-Sensing Image Classification (99 papers), Image and Signal Denoising Methods (72 papers) and Infrared Target Detection Methodologies (68 papers). Nasser M. Nasrabadi collaborates with scholars based in United States, China and United Kingdom. Nasser M. Nasrabadi's co-authors include Trac D. Tran, Yi Chen, Heesung Kwon, Robert A. King, José M. Bioucas‐Dias, Antonio Plaza, Jocelyn Chanussot, Gustau Camps‐Valls, Paul Scheunders and Thomas S. Huang and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Proceedings of the IEEE and IEEE Transactions on Geoscience and Remote Sensing.

In The Last Decade

Nasser M. Nasrabadi

322 papers receiving 9.9k citations

Hit Papers

5 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.

Hyperspectral Remote Sensing Data Analysis and Future Challenges

2013 1.6k citations Nasser M. Nasrabadi et al. profile →
Hyperspectral Image Classification Using Dictionary-Based Sparse Representation

2011 966 citations Nasser M. Nasrabadi, Trac D. Tran et al. profile →
Image coding using vector quantization: a review

1988 666 citations Nasser M. Nasrabadi et al. profile →
Kernel RX-algorithm: a nonlinear anomaly detector for hyperspectral imagery

2005 638 citations Nasser M. Nasrabadi et al. profile →
Hyperspectral Target Detection : An Overview of Current and Future Challenges

2013 456 citations Nasser M. Nasrabadi profile →
Hyperspectral Image Classification via Kernel Sparse Representation

2012 422 citations Nasser M. Nasrabadi, Trac D. Tran et al. profile →
Sparse Representation for Target Detection in Hyperspectral Imagery

2011 354 citations Nasser M. Nasrabadi, Trac D. Tran et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Nasser M. Nasrabadi United States	42	5.9k	4.6k	3.1k	1.6k	1.3k	344	10.3k
Lefei Zhang China	47	5.7k 1.0×	5.0k 1.1×	2.8k 0.9×	2.0k 1.2×	632 0.5×	195	10.3k
Xiaoqiang Lu China	55	4.9k 0.8×	5.9k 1.3×	2.1k 0.7×	1.7k 1.0×	434 0.3×	246	9.5k
Chein‐I Chang United States	48	10.3k 1.7×	3.2k 0.7×	5.3k 1.7×	2.3k 1.4×	890 0.7×	350	13.3k
Paul Gader United States	41	3.7k 0.6×	2.3k 0.5×	1.6k 0.5×	1.8k 1.1×	542 0.4×	329	8.5k
Shuyuan Yang China	46	4.0k 0.7×	4.2k 0.9×	1.2k 0.4×	2.0k 1.2×	545 0.4×	432	9.4k
Zhenwei Shi China	47	5.3k 0.9×	4.8k 1.0×	2.0k 0.7×	1.3k 0.8×	311 0.2×	271	9.8k
Leyuan Fang China	57	8.6k 1.5×	6.0k 1.3×	3.3k 1.1×	1.1k 0.7×	633 0.5×	209	12.2k
Qingshan Liu China	47	2.2k 0.4×	5.2k 1.1×	909 0.3×	1.7k 1.1×	604 0.5×	273	8.5k
Chunhong Pan China	45	3.1k 0.5×	5.7k 1.2×	1.1k 0.4×	1.5k 0.9×	928 0.7×	311	9.7k
Yunsong Li China	49	5.4k 0.9×	3.8k 0.8×	1.6k 0.5×	1.1k 0.7×	311 0.2×	421	8.5k

Countries citing papers authored by Nasser M. Nasrabadi

Since Specialization

Citations

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

Fields of papers citing papers by Nasser M. Nasrabadi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Nasser M. Nasrabadi. 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 Nasser M. Nasrabadi. The network helps show where Nasser M. Nasrabadi may publish in the future.

Co-authorship network of co-authors of Nasser M. Nasrabadi

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

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Nasrabadi, Nasser M., et al.. (2025). FDCT: Frequency-Aware Decomposition and Cross-Modal Token-Alignment for Multisensor Target Classification. IEEE Transactions on Aerospace and Electronic Systems. 61(4). 9036–9057.

Nasrabadi, Nasser M., et al.. (2024). Learning Multi-Scale Knowledge-Guided Features for Text-Guided Face Recognition. IEEE Transactions on Biometrics Behavior and Identity Science. 7(2). 195–209.

Kashiani, Hossein, et al.. (2024). CATFace: Cross-Attribute-Guided Transformer With Self-Attention Distillation for Low-Quality Face Recognition. IEEE Transactions on Biometrics Behavior and Identity Science. 6(1). 132–146. 5 indexed citations

Nasrabadi, Nasser M., et al.. (2023). On improving interoperability for cross‐domain multi‐finger fingerprint matching using coupled adversarial learning. IET Biometrics. 12(4). 194–210. 2 indexed citations

Dabouei, Ali, et al.. (2023). Fingerphoto Deblurring Using Attention-Guided Multi-Stage GAN. IEEE Access. 11. 82709–82727.

Nasrabadi, Nasser M., et al.. (2023). Contrastive Learning and Cycle Consistency-Based Transductive Transfer Learning for Target Annotation. IEEE Transactions on Aerospace and Electronic Systems. 60(2). 1628–1646. 2 indexed citations

Nasrabadi, Nasser M., et al.. (2021). Unsupervised Pixel-Wise Hyperspectral Anomaly Detection via Autoencoding Adversarial Networks. IEEE Geoscience and Remote Sensing Letters. 19. 1–5. 42 indexed citations

Soleymani, Sobhan, et al.. (2021). Quality-Aware Multimodal Biometric Recognition. IEEE Transactions on Biometrics Behavior and Identity Science. 4(1). 97–116. 4 indexed citations

Dawson, Jeremy, et al.. (2021). Deep GAN-Based Cross-Spectral Cross-Resolution Iris Recognition. IEEE Transactions on Biometrics Behavior and Identity Science. 3(4). 443–463. 26 indexed citations

10.

Dehzangi, Omid, et al.. (2021). MultiSDGAN: Translation of OCT Images to Superresolved Segmentation Labels Using Multi-Discriminators in Multi-Stages. IEEE Journal of Biomedical and Health Informatics. 26(4). 1614–1627. 5 indexed citations

11.

Valenti, Matthew C., et al.. (2020). Error-Corrected Margin-Based Deep Cross-Modal Hashing for Facial Image Retrieval. IEEE Transactions on Biometrics Behavior and Identity Science. 2(3). 279–293. 8 indexed citations

12.

Nasrabadi, Nasser M., et al.. (2019). Supervised Deep Sparse Coding Networks for Image Classification. IEEE Transactions on Image Processing. 29. 405–418. 29 indexed citations

13.

Ding, Zhengming, Nasser M. Nasrabadi, & Yun Fu. (2018). Semi-supervised Deep Domain Adaptation via Coupled Neural Networks. IEEE Transactions on Image Processing. 27(11). 5214–5224. 53 indexed citations

14.

Nasrabadi, Nasser M., et al.. (2017). Supervised Multilayer Sparse Coding Networks for Image Classification.. arXiv (Cornell University). 8 indexed citations

15.

Zhang, Haichao, Thomas S. Huang, Nasser M. Nasrabadi, & Shuicheng Yan. (2011). Heterogeneous multi-metric learning for multi-sensor fusion. International Conference on Information Fusion. 1–8. 14 indexed citations

16.

Nguyen, Nam H., Nasser M. Nasrabadi, & Trac D. Tran. (2011). Robust multi-sensor classification via joint sparse representation. International Conference on Information Fusion. 1–8. 26 indexed citations

17.

Katsaggelos, Aggelos K. & Nasser M. Nasrabadi. (2002). Applications of Artificial Neural Networks in Image Processing VII. 4668.

18.

Nasrabadi, Nasser M.. (2000). Applications of Artificial Neural Networks in Image Processing. 2664. 2 indexed citations

19.

Nasrabadi, Nasser M. & Aggelos K. Katsaggelos. (1999). Applications of Artificial Neural Networks in Image Processing IV. 3647. 2 indexed citations

20.

Nasrabadi, Nasser M. & Aggelos K. Katsaggelos. (1998). Applications of Artificial Neural Networks in Image Processing III. 3307. 3 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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