Mennatullah Siam

883 total citations
19 papers, 370 citations indexed

About

Mennatullah Siam is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Aerospace Engineering. According to data from OpenAlex, Mennatullah Siam has authored 19 papers receiving a total of 370 indexed citations (citations by other indexed papers that have themselves been cited), including 18 papers in Computer Vision and Pattern Recognition, 6 papers in Artificial Intelligence and 4 papers in Aerospace Engineering. Recurrent topics in Mennatullah Siam's work include Advanced Neural Network Applications (10 papers), Video Surveillance and Tracking Methods (7 papers) and Advanced Image and Video Retrieval Techniques (7 papers). Mennatullah Siam is often cited by papers focused on Advanced Neural Network Applications (10 papers), Video Surveillance and Tracking Methods (7 papers) and Advanced Image and Video Retrieval Techniques (7 papers). Mennatullah Siam collaborates with scholars based in Canada, Egypt and France. Mennatullah Siam's co-authors include Martin Jägersand, Boris N. Oreshkin, Senthil Yogamani, Hong Zhang, Mohamed Elhelw, Mohamed Zahran, Richard P. Wildes, Rezaul Karim, He Zhao and Nilanjan Ray and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, International Journal of Computer Vision and IEEE Geoscience and Remote Sensing Letters.

In The Last Decade

Mennatullah Siam

15 papers receiving 363 citations

Peers

Mennatullah Siam

CVPR

AI

AE

MT

RNMI

Tobias Pohlen Germany

Kevin J. Shih United States

Zeming Li China

Yu-Jhe Li United States

Mohammadreza Mostajabi Iran

Waqas Sultani Pakistan

Huaxin Xiao China

Shoudong Han China

Md Amirul Islam Canada

Gianluca Agresti Italy

Tobias Pohlen Germany

Mennatullah Siam

300 ×1.0

CVPR

106 ×0.7

AI

29 ×0.7

AE

45 ×1.1

MT

45 ×1.6

RNMI

Citations per year, relative to Mennatullah Siam Mennatullah Siam (= 1×) peers Tobias Pohlen

Countries citing papers authored by Mennatullah Siam

Since Specialization

Citations

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

Fields of papers citing papers by Mennatullah Siam

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Mennatullah Siam

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

All Works

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19 of 19 papers shown

1.

Siam, Mennatullah. (2025). Temporal Transductive Inference for Few-Shot Video Object Segmentation. International Journal of Computer Vision. 133(7). 4465–4482.

2.

Goyal, Raghav, et al.. (2025). TAM-VT: Transformation-Aware Multi-Scale Video Transformer for Segmentation and Tracking. 8336–8345.

3.

Kowal, Matthew, Mennatullah Siam, Md Amirul Islam, et al.. (2024). Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence. 47(1). 190–205. 1 indexed citations

4.

Siam, Mennatullah, et al.. (2024). The State of Computer Vision Research in Africa. Journal of Artificial Intelligence Research. 81. 43–69.

5.

Xia, Junshi, et al.. (2024). Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. IEEE Geoscience and Remote Sensing Letters. 21. 1–5. 1 indexed citations

6.

Siam, Mennatullah, et al.. (2024). Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach. 23470–23480. 8 indexed citations

7.

Karim, Rezaul, He Zhao, Richard P. Wildes, & Mennatullah Siam. (2023). MED-VT: Multiscale Encoder-Decoder Video Transformer with Application to Object Segmentation. 6323–6333. 15 indexed citations

8.

Kowal, Matthew, Mennatullah Siam, Md Amirul Islam, et al.. (2022). A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 13979–13989. 13 indexed citations

9.

Siam, Mennatullah & Boris N. Oreshkin. (2019). Adaptive Masked Weight Imprinting for Few-Shot Segmentation. arXiv (Cornell University). 11 indexed citations

10.

Siam, Mennatullah, Boris N. Oreshkin, & Martin Jägersand. (2019). AMP: Adaptive Masked Proxies for Few-Shot Segmentation. 5248–5257. 116 indexed citations

11.

Siam, Mennatullah, et al.. (2018). Real-Time Segmentation with Appearance, Motion and Geometry. 5793–5800. 6 indexed citations

12.

Siam, Mennatullah, et al.. (2018). MODNet: Motion and Appearance based Moving Object Detection Network for Autonomous Driving. 2859–2864. 44 indexed citations

13.

Siam, Mennatullah, et al.. (2018). A Comparative Study of Real-Time Semantic Segmentation for Autonomous Driving. 700–70010. 117 indexed citations

14.

Siam, Mennatullah, et al.. (2017). Convolutional gated recurrent networks for video semantic segmentation in automated driving. 1–7. 11 indexed citations

15.

Siam, Mennatullah, et al.. (2017). 4-DoF Tracking for Robot Fine Manipulation Tasks. 37. 329–336. 1 indexed citations

16.

Siam, Mennatullah, et al.. (2017). Motion and Appearance Based Multi-Task Learning Network for Autonomous Driving.

17.

Siam, Mennatullah, et al.. (2013). Tracking Ground Targets From a UAV using New P-N Constraints. IFAC Proceedings Volumes. 46(30). 19–25. 1 indexed citations

18.

Siam, Mennatullah, et al.. (2013). Enhanced Target Tracking in UAV Imagery with P-N Learning and Structural Constraints. 81. 586–593. 5 indexed citations

19.

Siam, Mennatullah & Mohamed Elhelw. (2012). Robust autonomous visual detection and tracking of moving targets in UAV imagery. 1060–1066. 20 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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