Vishal M. Patel

22.7k citations

273 papers · 11.5k indexed · 10 hit papers · h-index 54

Computer Vision and Pattern Recognition top 0.05%
- Face recognition and analysis 52
- Face and Expression Recognition 43
- Advanced Image Processing Techniques 39
- Image and Signal Denoising Methods 35
- Video Surveillance and Tracking Methods 26
Media Technology top 0.1%
Signal Processing top 0.2%
- Biometric Identification and Security 38
Artificial Intelligence top 0.5%
- Domain Adaptation and Few-Shot Learning 32
Computational Mechanics top 0.5%
- Sparse and Compressive Sensing Techniques 41

Co-authors: Rama Chellappa He Zhang Vishwanath A. Sindagi Jun-Cheng Chen Hien Van Nguyen Jeya Maria Jose Valanarasu Nalini Ratha Renè Vidal
Cited by: Computer Vision and Pattern Recognition Media Technology Signal Processing
Journals: Environmental Science & Technology (1 paper)IEEE Transactions on Pattern Analysis and Machine Intelligence (7 papers)The Journal of Physical Chemistry (1 paper)
Partner nations: United States Netherlands China

In The Last Decade

Vishal M. Patel

258 papers receiving 11.1k citations

Hit Papers

10 papers align trajectories log scale

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.

2023 IEEE Transactions on Pattern Analysis and Machine Intelligence
2023 Ambiguous Medical Image Segmentation Using Diffusion Models
2021 IEEE Transactions on Medical Imaging
2019 IEEE Transactions on Circuits and Systems for Video Technology
2018 Density-Aware Single Image De-raining Using a Multi-stream Dense Network
2017 Pattern Recognition Letters
2016 Frontal to profile face verification in the wild
2016 IEEE Transactions on Intelligent Transportation Systems
2015 IEEE Signal Processing Magazine
2015 IEEE Signal Processing Magazine

Peers

Countries citing papers authored by Vishal M. Patel

Since Specialization

Citations

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

Fields of papers citing papers by Vishal M. Patel

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network

The 25 scholars most cited alongside Vishal M. Patel, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Vishal M. Patel Line = papers co-authored together Vishal M. Patel links everyone, so they are left out of the graph.

All Works

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

20 of 20 papers shown

#	Work
1	Unbiased-Diff: Analyzing and Mitigating Biases in Diffusion Model-Based Face Image Generation IEEE Transactions on Biometrics Behavior and Identity Science ·Malsha V. Perera,Vishal M. Patel	2025	0
2	Crowd Detection via Point Localization with Diffusion Models Yasiru Ranasinghe,Vishal M. Patel	2024	0
3	The life cycle land use of natural gas-fired electricity in the US Western interconnection Environmental Science Advances ·Tao Dai,Jeya Maria Jose Valanarasu,Vishal M. Patel,Sarah M. Jordaan	2023	2
4	Real-Time Threat Detection with JavaScript: Monitoring and Response Mechanisms International Journal of Computer Trends and Technology ·Vishal M. Patel	2023	3
5	SAR Despeckling Using a Denoising Diffusion Probabilistic Model IEEE Geoscience and Remote Sensing Letters ·Malsha V. Perera,Nithin Gopalakrishnan Nair,Wele Gedara Chaminda Bandara,Vishal M. Patel	2023	53
6	Data and Algorithms for End-to-End Thermal Spectrum Face Verification IEEE Transactions on Biometrics Behavior and Identity Science ·Thirimachos Bourlai,J. Dafni Rose,Suha Reddy Mokalla,Ananya Zabin,Lawrence A. Hornak,Christopher B. Nalty,Neehar Peri,Joshua Gleason,Carlos D. Castillo,Vishal M. Patel,Rama Chellappa	2023	3
7	Adversarially Robust One-class Novelty Detection IEEE Transactions on Pattern Analysis and Machine Intelligence ·Shao-Yuan Lo,Poojan Oza,Vishal M. Patel	2022	16
8	Hyperspectral Pansharpening Based on Improved Deep Image Prior and Residual Reconstruction IEEE Transactions on Geoscience and Remote Sensing ·Wele Gedara Chaminda Bandara,Jeya Maria Jose Valanarasu,Vishal M. Patel	2021	58
9	Semi-Supervised Image Deraining Using Gaussian Processes IEEE Transactions on Image Processing ·Rajeev Yasarla,Vishwanath A. Sindagi,Vishal M. Patel	2021	18
10	KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentationbreakdown → IEEE Transactions on Medical Imaging ·Jeya Maria Jose Valanarasu,Vishwanath A. Sindagi,Ilker Hacihaliloglu,Vishal M. Patel	2021	179
11	Defending Against Multiple and Unforeseen Adversarial Videos IEEE Transactions on Image Processing ·Shao-Yuan Lo,Vishal M. Patel	2021	13
12	Exploring Overcomplete Representations for Single Image Deraining Using CNNs IEEE Journal of Selected Topics in Signal Processing ·Rajeev Yasarla,Jeya Maria Jose Valanarasu,Vishal M. Patel	2020	21
13	Anatomic and Molecular MR Image Synthesis Using Confidence Guided CNNs IEEE Transactions on Medical Imaging ·Pengfei Guo,Puyang Wang,Rajeev Yasarla,Jinyuan Zhou,Vishal M. Patel,Shanshan Jiang	2020	15
14	Image De-Raining Using a Conditional Generative Adversarial Networkbreakdown → IEEE Transactions on Circuits and Systems for Video Technology ·He Zhang,Vishwanath A. Sindagi,Vishal M. Patel	2019	714
15	Deep Learning for Understanding Faces: Machines May Be Just as Good, or Better, than Humans IEEE Signal Processing Magazine ·Rajeev Ranjan,Swami Sankaranarayanan,Ankan Bansal,Navaneeth Bodla,Jun-Cheng Chen,Vishal M. Patel,Carlos D. Castillo,Rama Chellappa	2018	128
16	Deep Multimodal Subspace Clustering Networks IEEE Journal of Selected Topics in Signal Processing ·Mahdi Abavisani,Vishal M. Patel	2018	126
17	Efficient and Low Latency Detection of Intruders in Mobile Active Authentication IEEE Transactions on Information Forensics and Security ·Pramuditha Perera,Vishal M. Patel	2017	18
18	Low-Rank and Joint Sparse Representations for Multi-Modal Recognition IEEE Transactions on Image Processing ·Heng Zhang,Vishal M. Patel,Rama Chellappa	2017	15
19	Material classification and semantic segmentation of railway track images with deep convolutional neural networks Xavier Giben,Vishal M. Patel,Rama Chellappa	2015	75
20	Domain Adaptation for Visual Recognition Raghuraman Gopalan,Ruonan Li,Vishal M. Patel,Rama Chellappa	2015	21

About Vishal M. Patel

Vishal M. Patel is a scholar working on Computer Vision and Pattern Recognition, Signal Processing and Media Technology, having authored 273 papers that have together received 11.5k indexed citations. Recurring topics across this work include Face recognition and analysis (52 papers), Face and Expression Recognition (43 papers), Sparse and Compressive Sensing Techniques (41 papers), Advanced Image Processing Techniques (39 papers), Biometric Identification and Security (38 papers), Image and Signal Denoising Methods (35 papers), Domain Adaptation and Few-Shot Learning (32 papers) and Video Surveillance and Tracking Methods (26 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (7.8k citations), Media Technology (1.9k citations) and Signal Processing (2.1k citations). Vishal M. Patel has collaborated with scholars based in United States, Netherlands and China. Frequent co-authors include Rama Chellappa, He Zhang, Vishwanath A. Sindagi, Jun-Cheng Chen, Hien Van Nguyen, Jeya Maria Jose Valanarasu, Nalini Ratha, Renè Vidal, Mahdi Abavisani and Ruonan Li. Their work appears in journals such as Environmental Science & Technology, IEEE Transactions on Pattern Analysis and Machine Intelligence and The Journal of Physical Chemistry.

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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