Location History:
- Gurgaon, IN (2017 - 2024)
- Noida, IN (2024)
Company Filing History:
Years Active: 2017-2025
Title: Monika Sharma: Innovator in Image Processing Technologies
Introduction
Monika Sharma is a prominent inventor based in Gurgaon, India. She has made significant contributions to the field of image processing, holding a total of 15 patents. Her innovative work focuses on developing methods and systems that enhance the detection and extraction of key features from images.
Latest Patents
One of her latest patents is titled "Method and system for semi-supervised domain adaptation based universal lesion detection." This invention addresses the challenge of detecting lesions across different datasets using a semi-supervised domain adaptation approach, which requires very few labeled target samples. The system processes input images by extracting multi-scale feature maps and generating classification maps. It computes objectness and centerness scores for foreground pixels, ultimately detecting various lesions using a trained few-shot adversarial lesion detector network.
Another notable patent is "Method and system for keypoint extraction from images of documents." This invention focuses on extracting keypoints from document images by analyzing the types of characters present in the words. The method involves collecting reference and test images, identifying connected components in the extracted words, and efficiently searching for keypoints to enhance the accuracy of document analysis.
Career Highlights
Monika Sharma is currently employed at Tata Consultancy Services Limited, where she continues to innovate and develop cutting-edge technologies. Her work has garnered attention for its practical applications in various industries, particularly in healthcare and document processing.
Collaborations
Monika collaborates with talented individuals such as Lovekesh Vig and Shubham Paliwal, contributing to a dynamic and innovative work environment.
Conclusion
Monika Sharma's contributions to image processing technologies exemplify her dedication to innovation and excellence. Her patents reflect her ability to solve complex problems and enhance the capabilities of image analysis systems.