Shubhankar Mangesh Borse

Title: Shubhankar Mangesh Borse: Innovator in Image Segmentation and Video Processing

Introduction

Shubhankar Mangesh Borse is a prominent inventor based in San Diego, CA. He has made significant contributions to the fields of image segmentation and video processing. With a total of 10 patents to his name, Borse is recognized for his innovative approaches that leverage machine learning technologies.

Latest Patents

Borse's latest patents include "Apparatus and methods for image segmentation using machine learning processes." This patent outlines methods, systems, and apparatuses for image segmentation. For instance, a computing device may obtain an image and apply a process to generate input image feature data and input image segmentation data. The device can also obtain reference image feature data and reference image classification data for multiple reference images. By generating reference image segmentation data based on this information, the device blends the input and reference image segmentation data to create blended image segmentation data, which can be stored and displayed.

Another notable patent is "Efficient test-time adaptation for improved temporal consistency in video processing." This method involves receiving a video as input at a first layer of an artificial neural network (ANN). The first frame of the video is processed to generate a first label, and the ANN is updated based on this label while concurrently processing a second frame. This approach effectively reduces temporal inconsistency between labels, enhancing the overall video processing quality.

Career Highlights

Shubhankar Borse is currently employed at Qualcomm Incorporated, a leading technology company known for its innovations in telecommunications and semiconductor technology. His work at Qualcomm allows him to apply his expertise in machine learning and image processing to real-world applications.

Collaborations

Borse collaborates with talented individuals in his field, including Fatih Murat Porikli and Yizhe Zhang. These collaborations foster an environment of innovation and creativity, leading to advancements in technology.

Conclusion

Shubhankar Mangesh Borse is a notable inventor whose work in image segmentation and video processing has the potential to impact various industries. His patents reflect a commitment to advancing technology through innovative solutions.