Company Filing History:
Years Active: 2022-2023
Title: Innovations by Apoorva Gupta in Digital Image Compression
Introduction
Apoorva Gupta is an accomplished inventor based in Bengaluru, India. He has made significant contributions to the field of digital image processing, particularly in the area of image compression. With a total of two patents to his name, Gupta's work focuses on utilizing deep learning techniques to enhance the quality and efficiency of digital image compression.
Latest Patents
Gupta's latest patents include innovative methods and systems for compressing digital images by utilizing deep perceptual similarity. These patents disclose techniques for employing deep learning to intelligently determine compression settings for digital images. The system utilizes 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 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
Apoorva Gupta 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 technologies that enhance user experiences in digital media.
Collaborations
Some of Gupta's notable coworkers include Meet Patel and Mayur Hemani, who are also involved in advancing technologies related to digital imaging and compression.
Conclusion
Apoorva Gupta's contributions to digital image compression through deep learning techniques exemplify the innovative spirit of modern inventors. His patents not only enhance the quality of digital images but also pave the way for future advancements in the field.
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.