Matthias Kirschner

Title: Matthias Kirschner: Innovator in Neural Network Technologies

Introduction

Matthias Kirschner is a prominent inventor based in Hildesheim, Germany. He has made significant contributions to the field of neural networks, particularly in the areas of data reduction and object detection. With a total of three patents to his name, Kirschner is recognized for his innovative approaches to complex technological challenges.

Latest Patents

Kirschner's latest patents include a method for shared training of neural networks aimed at reducing data and enhancing object detection from image data. This method involves providing annotated training data that includes image data with defined assignments to at least one object. The training process utilizes a first neural sub-network designed to compress the image data, which is then connected to at least one further neural sub-network configured to detect objects from the compressed data. The first neural sub-network is parameterized to ensure that the object is detected with a defined quality using the further sub-network. Notably, these neural sub-networks are trained jointly to optimize performance.

Another significant patent focuses on a method and apparatus for recognizing objects from input data. This method includes carrying out raw detections where attributes, such as detection quality, are determined for each detection. A distance measure is established for at least one attribute of the raw detections, allowing for the combination of detections based on defined distance measures. The object is then recognized from a group of raw detections that exhibit the smallest distance measure, enhancing the accuracy of the recognition process.

Career Highlights

Matthias Kirschner is currently employed at Robert Bosch GmbH, a leading global supplier of technology and services. His work at Bosch has allowed him to apply his innovative ideas in a practical setting, contributing to advancements in various technological domains.

Collaborations

Throughout his career, Kirschner has collaborated with notable colleagues, including Thomas Wenzel and Caroline Gerardon. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of cutting-edge technologies.

Conclusion

Matthias Kirschner stands out as an influential inventor in the realm of neural networks, with a focus on improving data processing and object recognition. His contributions through patents and collaborations continue to shape the future of technology.