Prasad Sudhakara Murthy

Title: Innovations by Prasad Sudhakara Murthy

Introduction

Prasad Sudhakara Murthy is an accomplished inventor based in Bengaluru, India. He has made significant contributions to the field of technology, particularly in the areas of machine learning and image processing. With a total of three patents to his name, Murthy continues to push the boundaries of innovation.

Latest Patents

Murthy's latest patents include groundbreaking systems and techniques. One of his notable inventions is related to model suitability coefficients based on generative adversarial networks and activation maps. This system facilitates the generation of model suitability coefficients by analyzing activation maps associated with a trained model. It employs a generative adversarial network (GAN) to learn the distribution of training activation maps and generates synthetic training activation maps to minimize distances between them and target activation maps.

Another significant patent is focused on self-supervised deblurring. This system trains a machine learning model to deblur input images generated by imaging devices. By utilizing a point spread function of the imaging device, the model is trained in a self-supervised manner, enhancing the quality of the output images.

Career Highlights

Prasad Sudhakara Murthy is currently employed at GE Precision Healthcare LLC, where he applies his expertise in developing innovative solutions. His work has been instrumental in advancing healthcare technology through the application of machine learning techniques.

Collaborations

Murthy collaborates with talented professionals in his field, including Hariharan Ravishankar and Rahul Venkataramani. These collaborations foster an environment of creativity and innovation, leading to the development of cutting-edge technologies.

Conclusion

Prasad Sudhakara Murthy is a prominent inventor whose work in machine learning and image processing has led to significant advancements in technology. His contributions continue to shape the future of healthcare solutions.