Michal Kucer

Title: Innovations by Michal Kucer

Introduction

Michal Kucer is an accomplished inventor based in Rochester, NY (US). He has made significant contributions to the field of technology, particularly in image processing and machine learning. With a total of three patents to his name, Kucer has demonstrated his expertise and innovative thinking in developing advanced systems and methods.

Latest Patents

One of Kucer's latest patents is titled "Training and using an ensemble of complimentary convolutional neural networks for cross-domain retrieval of fashion item images." This invention involves a method and system that generate an ensemble image representation for cross-domain retrieval of fashion item images from a database. It utilizes a three-stream Siamese triplet loss trained convolutional neural network to create a first retrieval descriptor and an average precision loss trained convolutional neural network for a second descriptor. The concatenation of both descriptors results in an ensemble image representation, enhancing the retrieval process.

Another notable patent is "Iterative method for salient foreground detection and multi-object segmentation." This system and method perform iterative foreground detection and multi-object segmentation in images. Kucer introduces a new background prior to improve segmentation results. The invention employs three complementary methods to detect and segment multiple salient objects, showcasing Kucer's innovative approach to image analysis.

Career Highlights

Throughout his career, Michal Kucer has worked with prominent companies such as Kodak Alaris Inc. and Naver Corporation. His experience in these organizations has allowed him to refine his skills and contribute to various technological advancements. Kucer's work has had a lasting impact on the fields of image processing and machine learning.

Collaborations

Kucer has collaborated with notable individuals in his field, including Alexander C Loui and David Kloosterman. These partnerships have fostered innovation and have led to the development of cutting-edge technologies.

Conclusion

Michal Kucer is a distinguished inventor whose work in image processing and machine learning has resulted in valuable patents. His innovative contributions continue to influence the industry and pave the way for future advancements.