José Antonio Rodriguez Serrano

Title: Innovations of José Antonio Rodriguez Serrano

Introduction

José Antonio Rodriguez Serrano is a notable inventor based in Grenoble, France. He has made significant contributions to the field of image processing and object detection. With a total of 3 patents to his name, his work reflects a deep understanding of generative models and machine learning techniques.

Latest Patents

One of his latest patents is titled "Adapted vocabularies for matching image signatures with fisher vectors." This method involves adapting a universal generative model of local descriptors to different cameras, allowing for the extraction of image-level descriptors that account for variations in image content rather than imaging conditions. Another significant patent is "Self-learning object detectors for unlabeled videos using multi-task learning." This system enables the generation of specific object detectors by identifying seed objects in video frames and optimizing appearance models through iterative learning.

Career Highlights

José Antonio Rodriguez Serrano is currently employed at Xerox Corporation, where he continues to innovate in the field of technology. His work has implications for various applications, including video analysis and image recognition.

Collaborations

He has collaborated with notable coworkers such as Adrien Gaidon and Gloria Zen, contributing to advancements in their respective fields.

Conclusion

José Antonio Rodriguez Serrano's innovative patents and contributions to image processing and object detection highlight his expertise and impact in the technology sector. His work continues to influence advancements in machine learning and generative models.