Suraj S Jog

Title: Suraj S Jog: Innovator in Neural Network-Based Imaging Systems

Introduction

Suraj S Jog is a prominent inventor based in Champaign, IL (US). He has made significant contributions to the field of imaging systems through his innovative work in neural networks. His research focuses on enhancing imaging techniques using advanced machine learning methodologies.

Latest Patents

Suraj S Jog holds a patent for a "Neural network-based millimeter-wave imaging system." This invention involves a method that includes receiving data comprising a plurality of data items. Each data item includes a three-dimensional (3D) radar heat map of an object and a corresponding two-dimensional (2D) image captured by a stereo camera. The method inputs the training dataset into a machine learning model that generates a 2D depth map for the object and outputs a probability that the 2D depth map corresponds to the 2D image of the object. The training dataset includes the plurality of data items, the 2D depth map, and the probability. This innovative approach allows for iterative learning to produce updated 2D depth maps that closely approximate the corresponding 2D images.

Career Highlights

Suraj S Jog is affiliated with the University of Illinois, where he continues to advance his research in imaging systems. His work has garnered attention for its potential applications in various fields, including robotics and autonomous systems. He has successfully developed methods that integrate machine learning with imaging technologies.

Collaborations

Suraj collaborates with notable colleagues such as Junfeng Guan and Seyedsohrab Madani. Their combined expertise contributes to the advancement of research in neural networks and imaging systems.

Conclusion

Suraj S Jog is a key figure in the development of neural network-based imaging systems, with a focus on enhancing the accuracy and efficiency of imaging techniques. His innovative patent and ongoing research at the University of Illinois highlight his commitment to advancing technology in this field.