Vishnu Sai Rao Suresh Lokhande

Title: Innovations of Vishnu Sai Rao Suresh Lokhande

Introduction

Vishnu Sai Rao Suresh Lokhande is an accomplished inventor based in Madison, WI (US). He holds a total of 3 patents that showcase his expertise in computer vision and neural networks. His innovative work has contributed significantly to advancements in technology.

Latest Patents

One of his latest patents is titled "Computer vision systems and methods for end-to-end training of convolutional neural networks using differentiable dual-decomposition techniques." This invention provides a system that generates a fixed point algorithm for dual-decomposition of a maximum-a-posteriori inference problem. It trains convolutional neural networks and conditional random fields with a fixed point algorithm and a dataset of images to perform semantic image segmentation. The system can effectively segment attributes of images using the trained neural network and conditional random field.

Another notable patent is "Personalized local image features using bilevel optimization." This invention focuses on optimizing the accuracy of local feature detection in various physical environments. It formulates homographic adaptation for personalizing local feature models to specific target environments within a bilevel optimization framework, moving away from conventional randomization techniques. The models for extracting local image features can be adapted according to homography transformations deemed most relevant for a user's target environment.

Career Highlights

Vishnu has worked with prominent companies such as Insurance Services Office, Inc. and Microsoft Technology Licensing, LLC. His experience in these organizations has allowed him to refine his skills and contribute to significant projects in the field of technology.

Collaborations

He has collaborated with notable coworkers, including Shaofei Wang and Maneesh Kumar Singh, further enhancing his innovative capabilities through teamwork and shared expertise.

Conclusion

Vishnu Sai Rao Suresh Lokhande is a remarkable inventor whose contributions to computer vision and neural networks have made a significant impact in the technology sector. His patents reflect his dedication to advancing the field and improving the accuracy of image processing techniques.