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Years Active: 2015-2025
Title: Innovations of Keshava Prasad
Introduction
Keshava Prasad is a notable inventor based in Bengaluru, India. He has made significant contributions to the field of technology, particularly in the area of neural networks and image processing. With a total of four patents to his name, Prasad's work focuses on enhancing content streaming applications and optimizing image transmission.
Latest Patents
One of his latest patents is titled "Entropy-based pre-filtering using neural networks for streaming applications." This invention utilizes a deep neural network (DNN) to dynamically adapt scene entropy in response to varying network or system conditions. By implementing the DNN as a frame pre-filter, it reduces the complexity of frames before streaming, allowing for a lower bit rate without compromising resolution. This innovation ensures that image detail is preserved along object edges, making scene navigation more intuitive for users.
Another significant patent is "Dynamic image smoothing based on network conditions." This invention describes systems and methods for smoothing images based on network conditions to adjust the required bitrate for transmission. By modifying regions with high pixel variation, the invention reduces the number of bits needed to encode each image. For instance, a grassy lawn can be encoded as a single shade of green, significantly decreasing the data required while still allowing viewers to recognize the content.
Career Highlights
Keshava Prasad has worked with prominent companies such as Nvidia Corporation and Honeywell International Inc. His experience in these organizations has contributed to his expertise in developing innovative solutions in technology.
Collaborations
Throughout his career, Prasad has collaborated with talented individuals, including Hassane S Azar and Vinayak Jayaram Pore. These collaborations have further enriched his work and contributed to the success of his inventions.
Conclusion
Keshava Prasad's contributions to technology through his patents demonstrate his innovative spirit and commitment to improving content streaming and image processing. His work continues to influence the industry and pave the way for future advancements.