This inventor holds 2 USPTO granted patents. Top assignee: International Business Machines Corporation. Active years: 2020-2021.
Company Filing History:
Years Active: 2020-2021
Title: Chetan Mishra: Innovator in Image Dataset Curation
Introduction
Chetan Mishra is a prominent inventor based in New York, NY (US). He has made significant contributions to the field of image dataset processing, holding 2 patents that showcase his innovative techniques. His work focuses on automating and enhancing the curation of image datasets, which is crucial in various applications, including machine learning and computer vision.
Latest Patents
Chetan's latest patents include groundbreaking techniques for the automated and unsupervised curation of image datasets. One of his patents describes a method where a plurality of feature vectors is generated for various pixel regions from multiple images. This process involves creating clusters based on these feature vectors and assigning scores to each pixel region based on their associated clusters. A unified dataset is then created by computing representative indices for each pixel region within the clusters, ultimately generating a confidence index for the dataset. Another patent focuses on processing datasets containing images, where facial regions are identified, and feature vectors are generated for these regions. The pixel regions are clustered, scored, and sorted, with scores modified based on computed representative indices, culminating in a confidence index for the unified dataset.
Career Highlights
Chetan Mishra is currently employed at International Business Machines Corporation (IBM), where he continues to innovate in the field of image processing. His work at IBM allows him to collaborate with leading experts and contribute to cutting-edge technology solutions.
Collaborations
Chetan has worked alongside his coworker, Yun Zhai, to further enhance the capabilities of image dataset curation. Their collaboration has led to advancements in the efficiency and accuracy of dataset processing techniques.
Conclusion
Chetan Mishra's contributions to the field of image dataset curation are noteworthy and impactful. His innovative patents and work at IBM highlight his dedication to advancing technology in this area.