Benoit Schmauch

Title: Benoit Schmauch: Innovator in Image Preprocessing Technologies

Introduction

Benoit Schmauch is a notable inventor based in Paris, France. He has made significant contributions to the field of image processing, holding a total of 3 patents. His work focuses on developing advanced systems and methods that enhance image classification.

Latest Patents

One of Benoit Schmauch's latest patents is centered around systems and methods for image preprocessing. This invention describes a method and apparatus for classifying images. In an exemplary embodiment, the device segments the image into a region of interest that includes information useful for classification and a background region by applying a first convolutional neural network. Additionally, the device tiles the region of interest into a set of tiles. For each tile, the device extracts a feature vector by applying a second convolutional neural network, where the features of the feature vectors represent local descriptors of the tile. Furthermore, the device processes the extracted feature vectors of the set of tiles to classify the image.

Career Highlights

Benoit has worked with prominent companies in the field, including Owkin, Inc. and Owkin France Sas. His experience in these organizations has allowed him to refine his skills and contribute to innovative projects in image processing.

Collaborations

Some of his notable coworkers include Pierre Courtiol and Olivier Moindrot. Their collaboration has likely fostered a creative environment that encourages innovation and the development of cutting-edge technologies.

Conclusion

Benoit Schmauch is a distinguished inventor whose work in image preprocessing has the potential to revolutionize how images are classified and processed. His contributions to the field are significant and reflect his dedication to innovation.