Company Filing History:
Years Active: 2022
Title: Innovations of Niruban Maheswaranathan
Introduction
Niruban Maheswaranathan is an accomplished inventor based in Mountain View, CA. He has made significant contributions to the field of image processing through his innovative work in neural networks. His expertise and creativity have led to advancements that enhance the way images are segmented and analyzed.
Latest Patents
Niruban holds a patent for a method titled "Image segmentation using neural networks." This invention describes a technique for generating a segmentation of an image that assigns each pixel to a respective segmentation category from a set of segmentation categories. The method involves obtaining features of the image, which includes a plurality of pixels. For each time step, starting from an initial time step and continuing until a final time step, the method generates a network input from the features of the image and a current segmentation output. It processes the network input using a convolutional recurrent neural network to produce an intermediate segmentation output, which is then used to generate an updated segmentation output. Ultimately, the method results in a final segmentation of the image from the updated segmentation output. Niruban has 1 patent to his name.
Career Highlights
Niruban is currently employed at Google Inc., where he applies his skills in machine learning and image processing. His work at Google has allowed him to be at the forefront of technological advancements in artificial intelligence and image analysis.
Collaborations
Niruban has collaborated with notable colleagues such as Jonathon Shlens and David Sussillo. These partnerships have fostered an environment of innovation and creativity, contributing to the success of their projects.
Conclusion
Niruban Maheswaranathan is a talented inventor whose work in image segmentation using neural networks has made a significant impact in the field of technology. His contributions continue to influence advancements in image processing and artificial intelligence.