Soumava Kumar Roy

442 total citations
16 papers, 264 citations indexed

About

Soumava Kumar Roy is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Biomedical Engineering. According to data from OpenAlex, Soumava Kumar Roy has authored 16 papers receiving a total of 264 indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Computer Vision and Pattern Recognition, 5 papers in Artificial Intelligence and 3 papers in Biomedical Engineering. Recurrent topics in Soumava Kumar Roy's work include Human Pose and Action Recognition (6 papers), Video Surveillance and Tracking Methods (5 papers) and Image and Signal Denoising Methods (3 papers). Soumava Kumar Roy is often cited by papers focused on Human Pose and Action Recognition (6 papers), Video Surveillance and Tracking Methods (5 papers) and Image and Signal Denoising Methods (3 papers). Soumava Kumar Roy collaborates with scholars based in Australia, India and Switzerland. Soumava Kumar Roy's co-authors include Mehrtash Harandi, Lars Petersson, Pengfei Fang, Richard Hartley, Richard Nock, Pan Ji, Namrata Srivastava, Uma Shanker Tiwary, Hossein Karshenas and Sina Honari and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Pattern Recognition and Image and Vision Computing.

In The Last Decade

Soumava Kumar Roy

14 papers receiving 256 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Soumava Kumar Roy Australia 9 189 67 57 19 19 16 264
Xiaodong Yu China 11 261 1.4× 62 0.9× 60 1.1× 6 0.3× 25 1.3× 28 312
Qiongjie Cui China 10 358 1.9× 96 1.4× 91 1.6× 42 2.2× 33 1.7× 26 411
Zhiqian Wang United States 8 238 1.3× 69 1.0× 54 0.9× 8 0.4× 25 1.3× 20 316
Yinfu Feng China 9 373 2.0× 67 1.0× 28 0.5× 38 2.0× 41 2.2× 23 444
Carlos Orrite Spain 10 251 1.3× 83 1.2× 63 1.1× 6 0.3× 7 0.4× 24 302
Hengduo Li United States 9 260 1.4× 107 1.6× 27 0.5× 5 0.3× 19 1.0× 12 315
Yanbing Xue China 12 320 1.7× 112 1.7× 81 1.4× 23 1.2× 27 1.4× 42 405
Zhengping Hu China 11 259 1.4× 118 1.8× 14 0.2× 25 1.3× 14 0.7× 62 339

Countries citing papers authored by Soumava Kumar Roy

Since Specialization
Citations

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

Fields of papers citing papers by Soumava Kumar Roy

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Soumava Kumar Roy. 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 Soumava Kumar Roy. The network helps show where Soumava Kumar Roy may publish in the future.

Co-authorship network of co-authors of Soumava Kumar Roy

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

All Works

16 of 16 papers shown
1.
Roy, Soumava Kumar, et al.. (2024). Occlusion Resilient 3D Human Pose Estimation. 1198–1207.
2.
Karshenas, Hossein, et al.. (2023). RMAML: Riemannian meta-learning with orthogonality constraints. Pattern Recognition. 140. 109563–109563. 8 indexed citations
3.
Roy, Soumava Kumar, et al.. (2022). On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 1–10. 9 indexed citations
4.
Fang, Pengfei, et al.. (2021). Attention in Attention Networks for Person Retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence. 44(9). 1–1. 30 indexed citations
5.
Han, Yan, Soumava Kumar Roy, Lars Petersson, & Mehrtash Harandi. (2020). Learning from Noisy Labels via Discrepant Collaborative Training. 3158–3167. 9 indexed citations
6.
Roy, Soumava Kumar, et al.. (2020). Cross-Correlated Attention Networks for Person Re-Identification. Image and Vision Computing. 100. 103931–103931. 14 indexed citations
7.
Fang, Pengfei, et al.. (2019). Bilinear Attention Networks for Person Retrieval. ANU Open Research (Australian National University). 8029–8038. 110 indexed citations
8.
Roy, Soumava Kumar, Mehrtash Harandi, Richard Nock, & Richard Hartley. (2019). Siamese Networks: The Tale of Two Manifolds. ANU Open Research (Australian National University). 3046–3055. 30 indexed citations
9.
Roy, Soumava Kumar, et al.. (2018). Geometry Aware Constrained Optimization Techniques for Deep Learning. 4460–4469. 30 indexed citations
10.
Roy, Soumava Kumar & Mehrtash Harandi. (2017). Constrained Stochastic Gradient Descent: The Good Practice. 1–8. 6 indexed citations
11.
Roy, Soumava Kumar, et al.. (2016). Emotion classification from EEG signals. International Conference on Computing for Sustainable Global Development. 2543–2546. 3 indexed citations
12.
Tiwary, Uma Shanker, et al.. (2015). K-means clustering for adaptive wavelet based image denoising. 2. 134–137. 1 indexed citations
13.
Roy, Soumava Kumar, et al.. (2015). Application of fuzzy sets to calculate the value of soft threshold for image denoising. 14. 465–470. 1 indexed citations
14.
Srivastava, Namrata, et al.. (2015). Human identification using Linear Multiclass SVM and Eye Movement biometrics. 365–369. 10 indexed citations
15.
Roy, Soumava Kumar & Crefeda Faviola Rodrigues. (2014). Echo Canceller Using Error Back Propagation Algorithm. 5. 98–101. 3 indexed citations
16.

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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Xiaodong Yu Breakdown of academic impact, for papers by Qiongjie Cui Breakdown of academic impact, for papers by Zhiqian Wang Breakdown of academic impact, for papers by Yinfu Feng Breakdown of academic impact, for papers by Carlos Orrite Breakdown of academic impact, for papers by Hengduo Li Breakdown of academic impact, for papers by Yanbing Xue Breakdown of academic impact, for papers by Zhengping Hu
Rankless by CCL
2026