Arnold Smeulders

Title: The Innovative Mind of Arnold Smeulders

Introduction

Arnold Smeulders is a prominent inventor based in Amsterdam, Netherlands. He has made significant contributions to the field of machine learning and image recognition. With a total of 4 patents to his name, Smeulders continues to push the boundaries of technology and innovation.

Latest Patents

One of Smeulders' latest patents focuses on training a machine learnable model to estimate relative object scale. This system and method involve a feature extractor and a scale estimator that work together to transform feature maps into relative scale estimates of objects in an image. The scale estimator is trained in a non-supervised manner, allowing it to generate a scene geometry map indicative of the depicted scene. Another notable patent involves recognizing objects in images with equivariance or invariance concerning object size. This method utilizes convolutional neural networks (CNNs) to process template and input images, enabling the evaluation of object positions within the input image.

Career Highlights

Throughout his career, Arnold Smeulders has worked with renowned companies such as Qualcomm Incorporated and Robert Bosch GmbH. His experience in these organizations has contributed to his expertise in machine learning and image processing technologies.

Collaborations

Smeulders has collaborated with talented individuals in his field, including Ran Tao and Ivan Sosnovik. These partnerships have likely enriched his work and led to innovative solutions in technology.

Conclusion

Arnold Smeulders is a remarkable inventor whose work in machine learning and image recognition has garnered attention and respect in the industry. His patents reflect a deep understanding of technology and a commitment to innovation.