Prayushi Mathur

Title: Prayushi Mathur: Innovator in 3D Object Retrieval

Introduction

Prayushi Mathur is a notable inventor based in Kota, India. He has made significant contributions to the field of 3D object retrieval through his innovative patent. His work focuses on enhancing the efficiency of retrieving three-dimensional objects using advanced self-supervised models.

Latest Patents

Prayushi Mathur holds a patent titled "System and method for retrieving a three-dimensional (3D) object using a self-supervised model." This patent describes a system and processor-implemented method that learns an embedding space of 3D mesh objects in a self-supervised manner. The method does not require objects to be annotated with their class or other properties. It effectively learns embeddings of 3D mesh objects for ranked retrieval from a large collection of 3D objects. The system utilizes a simple representation of mesh objects and a standard neural network model to learn the embedding. The retrieval results are based on the shape of the object, allowing for the identification of similar shapes that may not belong to the same category. This innovative approach is independent of class labels and leverages the entire 3D model for better information extraction.

Career Highlights

Prayushi Mathur is associated with the International Institute of Information Technology, Hyderabad. His work at this esteemed institution has allowed him to explore and develop cutting-edge technologies in the realm of 3D object retrieval.

Collaborations

Some of his notable coworkers include P J Narayanan and Kajal Sanklecha. Their collaboration has contributed to the advancement of research and innovation in their respective fields.

Conclusion

Prayushi Mathur's contributions to the field of 3D object retrieval through his innovative patent demonstrate his commitment to advancing technology. His work not only enhances the efficiency of object retrieval but also opens new avenues for research and development in the field.