Jerome Berclaz

Title: Jerome Berclaz: Innovator in Digital Media Analysis

Introduction

Jerome Berclaz is a notable inventor based in Sunnyvale, CA, with a focus on advancements in digital media analysis and object detection technologies. He holds 4 patents that showcase his innovative contributions to the field.

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 a video that captures the movement of unidentified individuals. The system detects faces at various locations in the video and applies a detection algorithm 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, determining a confidence level for the accuracy of the match and generating a report for the user.

Another significant patent is "Systems and methods for rapid development of object detector models." This invention involves a computer vision system designed for detecting and recognizing objects in both video and still imagery. It employs a teacher-student object detector training approach to create a merged student model capable of detecting various classes of objects. The training process is simplified through an iterative method that requires minimal initial manual labeling, followed by a machine-assisted labeling process that enhances model accuracy with each iteration. Additionally, synthetic data is generated to facilitate the training of models in diverse settings.

Career Highlights

Jerome has worked with prominent companies such as Uber Technologies, Inc. and Percipient.ai Inc., where he has contributed to the development of cutting-edge technologies in the field of computer vision and media analysis.

Collaborations

Throughout his career, Jerome has collaborated with talented individuals, including Vasudev Parameswaran and Timo Pekka Pylvaenaeinen, further enhancing his innovative projects.

Conclusion

Jerome Berclaz's work in digital media analysis and object detection exemplifies his commitment to innovation and technological advancement. His patents reflect significant contributions that continue to influence the industry.