Vasudev Parameswaran

Title: Innovations by Vasudev Parameswaran

Introduction

Vasudev Parameswaran is a prominent inventor based in Fremont, California. He has made significant contributions to the field of computer vision and media analysis, holding a total of 14 patents. His work focuses on developing systems that enhance the identification and recognition of individuals and objects in digital files.

Latest Patents

One of his latest patents is titled "Identification of individuals in a digital file using media analysis techniques." This invention describes a system that identifies individuals within a digital file by accessing video data that captures the movement of unidentified individuals. The system detects faces at various locations in the video and applies detection algorithms to each segment. For each detected face, a recognition algorithm extracts feature vectors that represent the identity of the faces, which are stored in computer memory. The system then queries these feature vectors to match unidentified individuals with target individuals, generating a report that indicates the likelihood of a correct match.

Another notable patent is "Systems and methods for rapid development of object detector models." This invention involves a computer vision system designed for the detection and recognition of objects in both video and still imagery. It utilizes a teacher-student object detector training approach, allowing for the creation of a merged student model capable of detecting various classes of objects. The training process is simplified through an iterative approach, where a small number of images are manually labeled as initial training data. This is followed by a machine-assisted labeling process that improves model accuracy with each iteration, enhancing computational efficiency.

Career Highlights

Vasudev has worked with several notable companies, including Uber Technologies, Inc. and Nokia Corporation. His experience in these organizations has contributed to his expertise in developing innovative technologies in the field of computer vision.

Collaborations

Throughout his career, Vasudev has collaborated with talented individuals such as Radek Grzeszczuk and Jingchen Liu. These collaborations have further enriched his work and led to advancements in his projects.

Conclusion

Vasudev Parameswaran is a distinguished inventor whose work in media analysis and computer vision has led to significant advancements in technology. His innovative patents reflect his commitment to enhancing the identification and recognition processes in digital media.