2026 Vishal M. Patel: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	83	895	864	488	469	389	30179

Overview

Vishal M. Patel is affiliated with Johns Hopkins University in the United States and has a substantial publication record in the field of computer science, focusing on multiple specialized areas.

The main fields of study for this researcher include:

Computer Science

Within this broad discipline, their work extensively covers several subfields:

Computer Vision and Pattern Recognition
Artificial Intelligence
Radiology, Nuclear Medicine and Imaging
Media Technology
Signal Processing

The research topics frequently addressed in their publications consist of:

Advanced Image Processing Techniques
Advanced Neural Network Applications
Domain Adaptation and Few-Shot Learning
Generative Adversarial Networks and Image Synthesis
Face Recognition and Analysis
Image and Signal Denoising Methods
Image Enhancement Techniques

Vishal M. Patel has collaborated regularly with several co-authors, including:

Jeya Maria Jose Valanarasu
Wele Gedara Chaminda Bandara
Rajeev Yasarla
Nithin Gopalakrishnan Nair
Vibashan VS

The researcher's recent publications demonstrate engagement with contemporary challenges in image processing and machine learning, illustrated by the following papers:

"KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation" (2021), published in IEEE Transactions on Medical Imaging
"Unsupervised Domain Adaptation of Object Detectors: A Survey" (2023), published in IEEE Transactions on Pattern Analysis and Machine Intelligence
"Image Fusion Transformer" (2022), presented at the 2022 IEEE International Conference on Image Processing (ICIP)
"Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" (2021), published in Lecture Notes in Computer Science
"HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening" (2022), presented at the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Publication venues where Vishal M. Patel has contributed frequently include:

arXiv (Cornell University)
Proceedings of the AAAI Conference on Artificial Intelligence
IEEE Transactions on Biometrics Behavior and Identity Science
2022 IEEE International Conference on Image Processing (ICIP)
Lecture Notes in Computer Science

Their contributions also extend to book publications with Springer Science+Business Media and Springer International Publishing, with titles such as:

"Image Analysis and Processing - ICIAP 2022" (2022)
"Securing Social Identity in Mobile Platforms" (2020)

Best Publications

HyperFace: A Deep Multi-Task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition

Rajeev Ranjan;Vishal M. Patel;Rama Chellappa

1399
Citations
Image De-Raining Using a Conditional Generative Adversarial Network

He Zhang;Vishwanath Sindagi;Vishal M. Patel

1233
Citations
Densely Connected Pyramid Dehazing Network

He Zhang;Vishal M. Patel

1193
Citations
Density-Aware Single Image De-raining Using a Multi-stream Dense Network

He Zhang;Vishal M. Patel

987
Citations
Visual Domain Adaptation: A survey of recent advances

Vishal M Patel;Raghuraman Gopalan;Ruonan Li;Rama Chellappa

986
Citations
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation

Jeya Maria Jose Valanarasu;Poojan Oza;Ilker Hacihaliloglu;Vishal M. Patel

965
Citations
Frontal to profile face verification in the wild

Soumyadip Sengupta;Jun-Cheng Chen;Carlos Castillo;Vishal M. Patel

797
Citations
Generating High-Quality Crowd Density Maps Using Contextual Pyramid CNNs

Vishwanath A. Sindagi;Vishal M. Patel

708
Citations
A survey of recent advances in CNN-based single image crowd counting and density estimation

Vishwanath A. Sindagi;Vishal M. Patel

651
Citations
Learning Deep Features for One-Class Classification

Pramuditha Perera;Vishal M. Patel

554
Citations
Compressed Synthetic Aperture Radar

V.M. Patel;G.R. Easley;D.M. Healy;R. Chellappa

542
Citations
CNN-Based cascaded multi-task learning of high-level prior and density estimation for crowd counting

Vishwanath A. Sindagi;Vishal M. Patel

534
Citations
Cancelable Biometrics: A review

Vishal M. Patel;Nalini K. Ratha;Rama Chellappa

458
Citations
Deep Multitask Learning for Railway Track Inspection

Xavier Gibert;Vishal M. Patel;Rama Chellappa

438
Citations
Secure and Robust Iris Recognition Using Random Projections and Sparse Representations

J. K. Pillai;V. M. Patel;R. Chellappa;N. K. Ratha

397
Citations
Continuous User Authentication on Mobile Devices: Recent progress and remaining challenges

Vishal M. Patel;Rama Chellappa;Deepak Chandra;Brandon Barbello

376
Citations
Unconstrained face verification using deep CNN features

Jun-Cheng Chen;Vishal M. Patel;Rama Chellappa

373
Citations
JHU-CROWD++: Large-Scale Crowd Counting Dataset and A Benchmark Method

Vishwanath Sindagi;Rajeev Yasarla;Vishal M. M Patel

362
Citations
C2AE: Class Conditioned Auto-Encoder for Open-Set Recognition

Poojan Oza;Vishal M. Patel

347
Citations
Joint Sparse Representation for Robust Multimodal Biometrics Recognition

Sumit Shekhar;Vishal M. Patel;Nasser M. Nasrabadi;Rama Chellappa

334
Citations
SAR Image Despeckling Using a Convolutional.

Puyang Wang;He Zhang;Vishal M. Patel

213
Citations
Deep Multi-task Learning for Railway Track Inspection

Xavier Gibert;Vishal M. Patel;Rama Chellappa

4
Citations

Frequent Co-Authors

Rama Chellappa Johns Hopkins University

Athina P. Petropulu Rutgers, The State University of New Jersey

Nasser M. Nasrabadi West Virginia University

P. Jonathon Phillips National Institute of Standards and Technology

Julian Fierrez Autonomous University of Madrid

Nalini K. Ratha University at Buffalo, State University of New York

Pong C. Yuen Hong Kong Baptist University

Zhe Lin Adobe Systems (United States)

Demetrio Labate University of Houston

R. Venkatesh Babu Indian Institute of Science

External Links

Personal website of Vishal M. Patel Google Scholar page

If you think any of the details on this page are incorrect, let us know.

Related Online Degrees & Career Pathways

Exploring Computer Science can lead to various educational and career paths, especially with the rise of flexible learning options. For students seeking a quicker start, pursuing an associate degree online offers foundational knowledge and pathways to both entry-level tech roles and further education.

Cost is often a key concern when choosing where to study. Fortunately, there are many affordable online colleges that offer degrees in Computer Science and related disciplines, making higher education more accessible for students on a budget.

Academic history can be another consideration, especially for those worried about admission requirements. If you have concerns about past performance, you may wonder, will grad schools accept low gpa? Some online programs provide flexibility, allowing students with lower GPAs to continue their education and build a competitive profile.

Finally, Computer Science training opens doors far beyond traditional tech careers. Just as with degrees like environmental science (see: what can you get with an environmental science degree), a Computer Science background supports roles in data analysis, research, education, and even green technology fields.