V. Sowmya

3.3k total citations
143 papers, 1.6k citations indexed

About

V. Sowmya is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Artificial Intelligence. According to data from OpenAlex, V. Sowmya has authored 143 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 67 papers in Computer Vision and Pattern Recognition, 56 papers in Media Technology and 23 papers in Artificial Intelligence. Recurrent topics in V. Sowmya's work include Remote-Sensing Image Classification (36 papers), Image and Signal Denoising Methods (35 papers) and Advanced Image Fusion Techniques (32 papers). V. Sowmya is often cited by papers focused on Remote-Sensing Image Classification (36 papers), Image and Signal Denoising Methods (35 papers) and Advanced Image Fusion Techniques (32 papers). V. Sowmya collaborates with scholars based in India, Saudi Arabia and United States. V. Sowmya's co-authors include K. P. Soman, Vinayakumar Ravi, Pooja Yadav, E. A. Gopalakrishnan, Soman K.P., Tuan D. Pham, V. V. Sajith Variyar, CMAK Zeelan Basha, Gopalakrishnan E. A and Ramesh Sivanpillai and has published in prestigious journals such as SHILAP Revista de lepidopterología, Scientific Reports and Expert Systems with Applications.

In The Last Decade

V. Sowmya

129 papers receiving 1.5k citations

Peers

V. Sowmya
Mohamed F. Tolba Egypt
Yu-Bin Yang China
Jakub Nalepa Poland
Prabhishek Singh India
Manoj Diwakar India
Ratnakar Dash India
Michał Kawulok Poland
Xudong Sun China
Zheng-Ning Liu China
Pan Zhou China
Mohamed F. Tolba Egypt
V. Sowmya
Citations per year, relative to V. Sowmya V. Sowmya (= 1×) peers Mohamed F. Tolba

Countries citing papers authored by V. Sowmya

Since Specialization
Citations

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

Fields of papers citing papers by V. Sowmya

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of V. Sowmya

This figure shows the co-authorship network connecting the top 25 collaborators of V. Sowmya. A scholar is included among the top collaborators of V. Sowmya 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 V. Sowmya. V. Sowmya 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.
2.
Sowmya, V., et al.. (2025). Enhancing skin disease classification leveraging transformer-based deep learning architectures and explainable AI. Computers in Biology and Medicine. 190. 110007–110007. 8 indexed citations
3.
Variyar, V. V. Sajith, V. Sowmya, Ramesh Sivanpillai, & Gregory K. Brown. (2024). A multi-branch dual attention segmentation network for epiphyte drone images. Image and Vision Computing. 148. 105099–105099. 2 indexed citations
4.
Sowmya, V., et al.. (2024). An analysis of data leakage and generalizability in MRI based classification of Parkinson's Disease using explainable 2D Convolutional Neural Networks. Digital Signal Processing. 147. 104407–104407. 14 indexed citations
5.
6.
Sowmya, V., et al.. (2024). Automated Crack Analysis and Reporting in Civil Infrastructure using Generative AI. 1–6. 2 indexed citations
7.
8.
Sowmya, V., et al.. (2024). Application of Machine Learning Algorithms to Predict New Mobile Customers. 1–6. 1 indexed citations
9.
Sowmya, V., et al.. (2023). Transformer-based convolutional neural network approach for remote sensing natural scene classification. Remote Sensing Applications Society and Environment. 33. 101126–101126. 6 indexed citations
10.
Variyar, V. V. Sajith, et al.. (2023). EFFECT OF HYPERPARAMETERS ON DEEPLABV3+ PERFORMANCE TO SEGMENT WATER BODIES IN RGB IMAGES. SHILAP Revista de lepidopterología. XLVIII-M-3-2023. 203–209.
11.
Ravi, Vinayakumar, et al.. (2023). Transfer learning approach for pediatric pneumonia diagnosis using channel attention deep CNN architectures. Engineering Applications of Artificial Intelligence. 123. 106416–106416. 21 indexed citations
12.
Gopalakrishnan, E. A., et al.. (2023). Open Set Domain Adaptation for Classification of Dynamical States in Nonlinear Fluid Dynamical Systems. IEEE Access. 12. 699–726. 1 indexed citations
13.
Variyar, V. V. Sajith, V. Sowmya, Ramesh Sivanpillai, & Gary Brown. (2023). THE EFFECT OF CONTRAST ENHANCEMENT ON EPIPHYTE SEGMENTATION USING GENERATIVE NETWORK. SHILAP Revista de lepidopterología. XLVIII-M-3-2023. 219–226.
14.
Sowmya, V., et al.. (2023). Robust language independent voice data driven Parkinson’s disease detection. Engineering Applications of Artificial Intelligence. 129. 107494–107494. 13 indexed citations
15.
Yadav, Pooja, et al.. (2022). A two‐stage deep learning framework for image‐based android malware detection and variant classification. Computational Intelligence. 38(5). 1748–1771. 41 indexed citations
16.
Sowmya, V., et al.. (2022). Real-time Vehicle Detection implementing Deep Convolutional Neural Network features Data Augmentation Technique. Indian Journal of Science and Technology. 15(1). 44–53. 1 indexed citations
17.
Yadav, Pooja, et al.. (2021). Lung-GANs: Unsupervised Representation Learning for Lung Disease Classification Using Chest CT and X-Ray Images. IEEE Transactions on Engineering Management. 70(8). 2774–2786. 60 indexed citations
18.
Sowmya, V., et al.. (2016). Fourier Descriptor features for Shape Deformation Classification using Random Kitchen Sink. 9.
19.
Sowmya, V., et al.. (2015). A Comparative Analysis of Variational Mode and Empirical Mode Features on Hyperspectral Image Classification. International Journal of Applied Engineering Research. 10(73). 2 indexed citations
20.
Sowmya, V., et al.. (2011). A Decision Tree Based Land Cover Image Classification Using Color Space and Texture. 10(73). 1 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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Mohamed F. Tolba Breakdown of academic impact, for papers by Yu-Bin Yang Breakdown of academic impact, for papers by Jakub Nalepa Breakdown of academic impact, for papers by Prabhishek Singh Breakdown of academic impact, for papers by Manoj Diwakar Breakdown of academic impact, for papers by Ratnakar Dash Breakdown of academic impact, for papers by Michał Kawulok Breakdown of academic impact, for papers by Xudong Sun Breakdown of academic impact, for papers by Zheng-Ning Liu Breakdown of academic impact, for papers by Pan Zhou
Rankless by CCL
2026