معرفی
Vishal Patel is an Associate Professor of Electrical and Computer Engineering at Johns Hopkins University (JHU), affiliated with the Vision & Image Understanding (VIU) Lab. He previously held the position of A. Walter Tyson Assistant Professor at Rutgers University and was part of the research faculty at the University of Maryland Institute for Advanced Computer Studies (UMIACS). He earned his Ph.D. in Electrical Engineering from the University of Maryland, College Park in 2010.
His research focuses on computer vision, machine learning, biometrics, medical image analysis, and signal/image processing. Key areas include cross-spectrum face synthesis, domain adaptation, open-set recognition, and medical image restoration. He leads the VIU Lab, advancing AI-driven visual reasoning and applications in healthcare, autonomous systems, and security.
Patel serves as an Associate Editor for IEEE Transactions on Pattern Analysis and Machine Intelligence and holds leadership roles in the IEEE Biometrics Council and Signal Processing Society. He has received numerous awards, including the 2021 IEEE SPS Early Career Award, NSF CAREER Award, and IAPR Young Investigator Award. His work has been recognized through Best Paper Awards at IEEE AVSS, BTAS, and ICPR, and he became an IAPR Fellow in 2024.
Recent research highlights include developing novel diffusion models for medical video generation (e.g., GenVOG, EyePose), universal image restoration frameworks (UniRes), and multimodal AI tools for surgical skill assessment and maritime surveillance. His lab’s collaborations span bioengineering, robotics, and defense applications, emphasizing both theoretical advances and real-world impact.
