Dipti Prasad Mukherjee

Title: The Innovative Mind of Dipti Prasad Mukherjee

Introduction

Dipti Prasad Mukherjee is a notable inventor based in Kolkata, India. He has made significant contributions to the field of product classification and recognition through his innovative patents. With a total of 5 patents, Mukherjee's work focuses on enhancing the accuracy and efficiency of retail product identification.

Latest Patents

One of his latest patents is titled "Fine-grained classification of retail products." This invention addresses the challenges posed by slight variations in product images, which can affect classification accuracy. The system utilizes both object-level and part-level information to classify similar-looking products effectively. By employing a trained RC-Net, a deep supervised convolutional autoencoder, the system estimates the object-level classification score. Additionally, it identifies discriminative part-proposals around key points to enhance part-level classification.

Another significant patent is "Method and system for region proposal based object recognition for estimating planogram compliance." This invention aims to identify various products on retail shelves to ensure compliance with planograms, which are visual plans for product placement. The system considers the physical dimensions of products and utilizes context information to improve product arrangement for consumer convenience.

Career Highlights

Dipti Prasad Mukherjee is currently associated with Tata Consultancy Services Limited, where he applies his expertise in developing innovative solutions for retail product classification. His work has garnered attention for its practical applications in enhancing retail operations.

Collaborations

Mukherjee has collaborated with talented individuals such as Avishek Kumar Shaw and Shilpa Yadukumar Rao, contributing to the advancement of technology in the retail sector.

Conclusion

Dipti Prasad Mukherjee's innovative contributions to product classification and recognition demonstrate his commitment to improving retail technology. His patents reflect a deep understanding of the challenges in the industry and provide effective solutions for better product management.