Company Filing History:
Years Active: 2024-2025
Title: Innovations by Abhishek Bhatia in Image Extrapolation
Introduction
Abhishek Bhatia is an accomplished inventor based in Punjab, 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, Bhatia is recognized for his innovative approaches to enhancing image generation techniques.
Latest Patents
One of Bhatia's latest patents focuses on semantically-aware image extrapolation. This invention involves segmenting an input image to create a segmentation map of object instances. An object generation network is 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 of the extrapolated image. 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 comprises both the original image and the outpainted region, which can be rendered or stored for future use.
Career Highlights
Abhishek Bhatia is currently employed at Adobe, Inc., where he continues to push the boundaries of image processing technology. His work at Adobe has allowed him to collaborate with other talented professionals in the field, further enhancing his contributions to innovation.
Collaborations
Bhatia has worked alongside notable colleagues such as Kuldeep Kulkarni and Soumya Dash. Their collaborative efforts have played a crucial role in advancing the projects they undertake.
Conclusion
Abhishek Bhatia's innovative work in semantically-aware image extrapolation showcases his expertise and commitment to advancing technology in image processing. His contributions are paving the way for future developments in this exciting field.
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