Ekta Walia

3.5k total citations · 2 hit papers
55 papers, 2.3k citations indexed

About

Ekta Walia is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Artificial Intelligence. According to data from OpenAlex, Ekta Walia has authored 55 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 46 papers in Computer Vision and Pattern Recognition, 10 papers in Media Technology and 6 papers in Artificial Intelligence. Recurrent topics in Ekta Walia's work include Image Retrieval and Classification Techniques (28 papers), Advanced Image and Video Retrieval Techniques (27 papers) and Face and Expression Recognition (10 papers). Ekta Walia is often cited by papers focused on Image Retrieval and Classification Techniques (28 papers), Advanced Image and Video Retrieval Techniques (27 papers) and Face and Expression Recognition (10 papers). Ekta Walia collaborates with scholars based in India, Canada and United Kingdom. Ekta Walia's co-authors include Paul Babyn, Yi Xin, Chandan Singh, Mark Eramian, Jimmy Wang, Gary Groot, Jianning Chi, Payal Jain, Anjali Goyal and Rik Das and has published in prestigious journals such as Pattern Recognition, Information Sciences and Medical Image Analysis.

In The Last Decade

Ekta Walia

50 papers receiving 2.2k citations

Hit 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.

Generative adversarial network in medical imaging: A review

2019 1.1k citations Yi Xin, Ekta Walia et al. Medical Image Analysis profile →
Thyroid Nodule Classification in Ultrasound Images by Fine-Tuning Deep Convolutional Neural Network

2017 294 citations Jianning Chi, Ekta Walia et al. Journal of Digital Imaging profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Ekta Walia India	19	1.3k	726	716	287	225	55	2.3k
Savita Gupta India	22	951 0.7×	447 0.6×	393 0.5×	452 1.6×	148 0.7×	122	1.7k
Vasileios Belagiannis Germany	18	1.1k 0.8×	815 1.1×	533 0.7×	125 0.4×	225 1.0×	49	2.1k
J. Shin United States	7	848 0.7×	1.1k 1.5×	1.0k 1.5×	132 0.5×	271 1.2×	7	2.5k
Hongming Shan China	26	1.2k 0.9×	543 0.7×	1.3k 1.9×	144 0.5×	1.1k 4.9×	106	2.6k
Yitian Zhao China	27	1.4k 1.1×	772 1.1×	2.1k 2.9×	145 0.5×	458 2.0×	180	3.6k
Gwenolé Quellec France	30	1.6k 1.3×	646 0.9×	2.7k 3.8×	126 0.4×	283 1.3×	88	3.8k
Bin Sheng China	24	1.0k 0.8×	348 0.5×	611 0.9×	195 0.7×	142 0.6×	114	2.1k
Xiaoshuang Shi China	25	884 0.7×	955 1.3×	360 0.5×	115 0.4×	120 0.5×	66	1.8k
Tao Tan China	23	459 0.4×	924 1.3×	1.0k 1.4×	114 0.4×	258 1.1×	122	2.0k
Tao Wan China	27	1.0k 0.8×	719 1.0×	367 0.5×	414 1.4×	334 1.5×	154	2.6k

Countries citing papers authored by Ekta Walia

Since Specialization

Citations

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

Fields of papers citing papers by Ekta Walia

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ekta Walia

This figure shows the co-authorship network connecting the top 25 collaborators of Ekta Walia. A scholar is included among the top collaborators of Ekta Walia 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 Ekta Walia. Ekta Walia 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

1.

Walia, Ekta, et al.. (2025). Temporal-Spatial Feature Modification Attacks Against Machine Learning-Based Network Intrusion Detection Systems. 1–6.

2.

Das, Rik, et al.. (2022). Feature Generalization for Breast Cancer Detection in Histopathological Images. Interdisciplinary Sciences Computational Life Sciences. 14(2). 566–581. 18 indexed citations

3.

Mohebbian, Mohammad Reza, et al.. (2020). Classifying MRI motion severity using a stacked ensemble approach. Magnetic Resonance Imaging. 75. 107–115. 9 indexed citations

4.

Xin, Yi, Ekta Walia, & Paul Babyn. (2019). Generative adversarial network in medical imaging: A review. Medical Image Analysis. 58. 101552–101552. 1094 indexed citations breakdown →

5.

Power, Christopher, Andrew Lewis, Helen Petrie, et al.. (2017). Improving Archaeologists’ Online Archive Experiences Through User-Centred Design. Journal on Computing and Cultural Heritage. 10(1). 1–20. 10 indexed citations

6.

Chi, Jianning, Ekta Walia, Paul Babyn, et al.. (2017). Thyroid Nodule Classification in Ultrasound Images by Fine-Tuning Deep Convolutional Neural Network. Journal of Digital Imaging. 30(4). 477–486. 294 indexed citations breakdown →

7.

Singh, Chandan, et al.. (2017). Color texture description with novel local binary patterns for effective image retrieval. Pattern Recognition. 76. 50–68. 82 indexed citations

8.

Eramian, Mark, Ekta Walia, Christopher Power, Paul Cairns, & Andrew Lewis. (2016). Image-based search and retrieval for biface artefacts using features capturing archaeologically significant characteristics. Machine Vision and Applications. 28(1-2). 201–218. 4 indexed citations

9.

Walia, Ekta, et al.. (2015). Time and Accuracy Analysis of Skew Detection Methods for Document Images. International Journal of Information Technology and Computer Science. 7(11). 43–54. 3 indexed citations

10.

Walia, Ekta, et al.. (2015). Fast frequency domain method to detect skew in a document image. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 9817. 98170T–98170T. 1 indexed citations

11.

Walia, Ekta, et al.. (2014). Evaluation of Local Tetra Pattern features for face recognition. 1–6. 2 indexed citations

12.

Goyal, Anjali & Ekta Walia. (2012). An Analysis of Shape Based Image Retrieval Using Variants of Zernike Moments as Features. 7(1). 44–69. 7 indexed citations

13.

Singh, Chandan, et al.. (2011). Robust two-stage face recognition approach using global and local features. The Visual Computer. 28(11). 1085–1098. 15 indexed citations

14.

Singh, Chandan, et al.. (2011). Face recognition using Zernike and complex Zernike moment features. Pattern Recognition and Image Analysis. 21(1). 71–81. 44 indexed citations

15.

Verma, Vishal, et al.. (2010). 3D RENDERING - TECHNIQUES AND CHALLENGES. 2 indexed citations

16.

Walia, Ekta, et al.. (2010). A Conceptual Study on Image Matching Techniques. 10(12). 7 indexed citations

17.

Singh, Chandan & Ekta Walia. (2010). Algorithms for fast computation of Zernike moments and their numerical stability. Image and Vision Computing. 29(4). 251–259. 44 indexed citations

18.

Goyal, Anjali, et al.. (2009). Improved Accuracy in Shape Based Image Retrieval with Complex Zernike Moments Using Wavelets. 1–5. 7 indexed citations

19.

Singh, Chandan & Ekta Walia. (2009). Computation of Zernike moments in improved polar configuration. IET Image Processing. 3(4). 217–227. 19 indexed citations

20.

Juneja, Mamta, Parvinder S. Sandhu, & Ekta Walia. (2009). Application Of Lsb Based Steganographic Technique For 8-Bit Color Images. Zenodo (CERN European Organization for Nuclear Research). 3(2). 297–299. 14 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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