Bholeshwar Khurana

Title: Bholeshwar Khurana: Innovator in Semantically-Aware Image Extrapolation

Introduction

Bholeshwar Khurana is a notable inventor based in Rajasthan, India. He has made significant contributions to the field of image processing, particularly in the area of semantically-aware image extrapolation. With a total of 2 patents to his name, Khurana's work is paving the way for advancements in how images are generated and manipulated.

Latest Patents

Khurana's latest patents focus on semantically-aware image extrapolation. This innovative technology involves segmenting an input image to create a segmentation map of object instances. An object generation network is then utilized to produce an extrapolated semantic label map for an extrapolated image. This map includes instances from the original image as well as new instances that will appear in the outpainted region. A panoptic label map is derived from the coordinates of output instances, which helps identify partial instances and boundaries. The use of instance-aware context normalization ensures that characteristics from the input image are applied to the outpainted region, maintaining semantic continuity. The final extrapolated image consists of both the original image and the outpainted region, which can be rendered or stored for future use.

Career Highlights

Bholeshwar Khurana is currently employed at Adobe, Inc., where he continues to innovate and develop new technologies in image processing. His work at Adobe has allowed him to collaborate with some of the brightest minds in the industry, further enhancing his contributions to the field.

Collaborations

Khurana has worked alongside talented colleagues such as Kuldeep Kulkarni and Soumya Dash. Their collaborative efforts have led to advancements in the technologies they are developing, showcasing the power of teamwork in innovation.

Conclusion

Bholeshwar Khurana is a pioneering inventor whose work in semantically-aware image extrapolation is making a significant impact in the field of image processing. His contributions at Adobe, Inc. and his collaborations with other talented professionals highlight the importance of innovation in technology.