Shubham Paliwal

Title: Innovations by Shubham Paliwal

Introduction

Shubham Paliwal is an accomplished inventor based in Gurgaon, India. He has made significant contributions to the field of technology, particularly in the areas of symbol recognition and table structure recognition. With a total of four patents to his name, Paliwal is recognized for his innovative approaches to solving complex problems in data extraction and representation.

Latest Patents

One of Shubham Paliwal's latest patents is titled "Symbol recognition from raster images of PandIDs using a single instance per symbol class." This invention addresses the limitations of traditional systems that struggle with accuracy due to noise in images or require extensive annotated symbols for training deep learning models. Paliwal's method utilizes a one-shot learning approach, enabling symbol recognition with a single instance per symbol class. This is achieved through a Graph Convolutional Neural Network (GCNN), which classifies symbols from noisy and crowded Piping and Instrumentation Diagrams (P&IDs).

Another notable patent is "Method and system for table structure recognition via deep spatial association of words." This invention overcomes the limitations of existing techniques in selecting informative word pairs for generating digital table representations. Paliwal's method employs deep spatial association of words, utilizing an optimal number of word pairs to accurately capture the structural features of complex table images. This approach reduces computational complexity while enhancing the accuracy of digital representations.

Career Highlights

Shubham Paliwal is currently employed at Tata Consultancy Services Limited, where he continues to innovate and contribute to the field of technology. His work focuses on developing advanced methods for data extraction and representation, which have significant implications for various industries.

Collaborations

Paliwal collaborates with talented individuals such as Monika Sharma and Lovekesh Vig, who contribute to his projects and enhance the innovative environment at Tata Consultancy Services Limited.

Conclusion

Shubham Paliwal's contributions to technology through his patents demonstrate his commitment to innovation and problem-solving. His work in symbol recognition and table structure recognition showcases the potential for advancements in data processing and representation.