Shlomo Bugdary

Title: Shlomo Bugdary: Innovator in Neural Network Image Compression

Introduction

Shlomo Bugdary is a prominent inventor based in Rishon Lezion, Israel. He has made significant contributions to the field of image processing, particularly in the area of high dynamic range (HDR) image compression. His innovative approach utilizes neural networks to enhance image quality while reducing file size.

Latest Patents

Shlomo Bugdary holds a patent for "Unsupervised training of neural network for high dynamic range image compression." This patent outlines techniques for unsupervised training of a neural network to perform compression of HDR images. The methodology includes performing global tone mapping on an HDR training image to generate a low dynamic range (LDR) training image. The process involves applying the neural network to both the HDR and LDR training images to create a delta image that represents the detail lost during tone mapping. The delta image is then summed with the LDR training image to produce an output training image. A loss function is generated based on a weighted sum of contrast loss and compression loss, ensuring high-quality image output.

Career Highlights

Shlomo Bugdary is currently employed at Intel Corporation, where he continues to develop cutting-edge technologies in image processing. His work at Intel has positioned him as a key player in advancing neural network applications in various fields.

Collaborations

Shlomo collaborates with Rony Zatzarinni, contributing to innovative projects that push the boundaries of image processing technology.

Conclusion

Shlomo Bugdary's work in neural network image compression exemplifies the intersection of technology and creativity. His contributions are paving the way for advancements in how we process and store high-quality images.