Rony Zatzarinni

Title: Rony Zatzarinni: Innovator in Neural Network Technologies

Introduction

Rony Zatzarinni is a prominent inventor based in Haifa, Israel. He has made significant contributions to the field of image processing and neural networks. With a total of 4 patents to his name, Zatzarinni continues to push the boundaries of technology.

Latest Patents

One of his latest patents focuses on the "Unsupervised training of neural network for high dynamic range image compression." This innovative technique involves unsupervised training of a neural network to compress high dynamic range (HDR) images. The methodology includes performing global tone mapping on an HDR training image to create a low dynamic range (LDR) training image. The neural network is then applied to both the HDR and LDR training images to generate a delta image that represents the details lost during the tone mapping process. This delta image is summed with the LDR training image to produce an output training image, and a loss function is generated based on contrast and compression losses.

Another notable patent involves "Methods, systems, articles of manufacture, and apparatus to enhance image depth confidence maps." This patent describes an apparatus that includes a gradient analyzer to generate an image gradient from a digital image of a scene. It also generates a depth gradient based on a depth map associated with the digital image. The enhanced confidence map analyzer determines an enhanced confidence map for the depth map using the image gradient, depth gradient, and an initial confidence map.

Career Highlights

Rony Zatzarinni has worked with leading technology companies, including Intel Corporation. His experience at Intel has allowed him to collaborate with some of the brightest minds in the industry.

Collaborations

Throughout his career, Zatzarinni has worked alongside talented colleagues such as Shlomo Bugdary and Moran Klein. Their collaborative efforts have contributed to the advancement of innovative technologies in image processing.

Conclusion

Rony Zatzarinni is a remarkable inventor whose work in neural networks and image processing continues to influence the field. His patents reflect a commitment to innovation and excellence in technology.