Company Filing History:
Years Active: 2017-2019
Title: Innovations of Johannes Zimmermann
Introduction
Johannes Zimmermann is a notable inventor based in Hohenschaeftlarn, Germany. He has made significant contributions to the field of image analysis, particularly in the context of stained tissue images. With a total of 2 patents, his work focuses on enhancing the understanding and interpretation of visual data.
Latest Patents
One of his latest patents is titled "Learning pixel visual context from object characteristics to generate rich semantic images." This innovative approach utilizes both object-oriented analysis and faster pixel-oriented analysis to recognize patterns in images of stained tissue. The process begins with segmenting a small portion of the image into object classes using object-oriented image analysis. Subsequently, decision trees with pixelwise descriptors are employed to determine the object class to which each pixel in the remaining image most likely belongs. This method allows for the assignment of object classes to pixels without the need to segment the entire image into objects. After segmenting the small portion, characteristics of the object classes are identified. The pixelwise descriptors match the characteristics of object classes to the comparison between pixels at predetermined offsets. Ultimately, a pixel heat map is generated, assigning each pixel the color corresponding to the object class that the pixelwise descriptors indicate is most likely associated with that pixel.
Career Highlights
Johannes Zimmermann is currently associated with Definiens AG, a company known for its advancements in image analysis technology. His work at Definiens AG has allowed him to push the boundaries of how images are processed and understood in various applications.
Collaborations
Throughout his career, Johannes has collaborated with talented individuals such as Olivier Pauly and Nicolas Brieu. These collaborations have contributed to the development of innovative solutions in the field of image analysis.
Conclusion
Johannes Zimmermann's contributions to image analysis through his patents and work at Definiens AG highlight his role as a significant inventor in the field. His innovative approaches continue to influence the way visual data is interpreted and utilized.