Company Filing History:
Years Active: 2022-2023
Title: Innovations by Karanjeet Singh in Digital Image Compression
Introduction
Karanjeet Singh is an accomplished inventor based in Delhi, India. He has made significant contributions to the field of digital image compression, particularly through the application of deep learning technologies. With a total of two patents to his name, Singh is recognized for his innovative approaches to enhancing image quality while reducing file sizes.
Latest Patents
Singh's latest patents focus on compressing digital images utilizing deep perceptual similarity. These patents disclose methods, systems, and non-transitory computer-readable storage media that leverage deep learning to intelligently determine compression settings for digital images. The disclosed system employs a neural network to generate predicted perceptual quality values for various compression settings on a quality scale. It fits the predicted compression distortions to a perceptual distortion characteristic curve, allowing for the interpolation of predicted perceptual quality values across the compression settings. Furthermore, the system performs a search over these predicted values to select a compression setting based on a perceptual quality threshold, ultimately generating a compressed digital image according to the selected parameters.
Career Highlights
Karanjeet Singh is currently employed at Adobe, Inc., where he continues to innovate in the realm of digital imaging. His work at Adobe has allowed him to collaborate with leading experts in the field and contribute to cutting-edge projects that push the boundaries of technology.
Collaborations
Some of his notable coworkers include Meet Patel and Mayur Hemani, who work alongside him in advancing the capabilities of digital image processing.
Conclusion
Karanjeet Singh's contributions to digital image compression through deep learning are paving the way for more efficient and high-quality image processing solutions. His innovative patents reflect a commitment to enhancing technology in meaningful ways.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.