4 papers
LAPX: Lightweight Hourglass Network with Global Context
Haopeng Zhao, Marsha Mariya Kappan, Mahdi Bamdad +1
Human pose estimation is a crucial task in computer vision. Methods that have SOTA (State-of-the-Art) accuracy, often involve a large number of parameters and incur substantial com…
Advancing Vision-based Human Action Recognition: Exploring Vision-Language CLIP Model for Generalisation in Domain-Independent Tasks
Utkarsh Shandilya, Marsha Mariya Kappan, Sanyam Jain +1
Human action recognition plays a critical role in healthcare and medicine, supporting applications such as patient behavior monitoring, fall detection, surgical robot supervision,…
Attention-Enhanced Lightweight Hourglass Network for Human Pose Estimation
Marsha Mariya Kappan, Eduardo Benitez Sandoval, Erik Meijering +1
Pose estimation is a critical task in computer vision with a wide range of applications from activity monitoring to human-robot interaction. However,most of the existing methods ar…
In Silico Pharmacokinetic and Molecular Docking Studies of Natural Plants against Essential Protein KRAS for Treatment of Pancreatic Cancer
Marsha Mariya Kappan, Joby George
A kind of pancreatic cancer called Pancreatic Ductal Adenocarcinoma (PDAC) is anticipated to be one of the main causes of mortality during past years. Evidence from several researc…