Apoorva Khanna

Title: Innovations of Apoorva Khanna in Hyperspectral Artificial Vision

Introduction

Apoorva Khanna is an innovative inventor based in New Delhi, India. He has made significant contributions to the field of artificial vision for machines. His work focuses on developing advanced systems that enhance machine perception through hyperspectral imaging.

Latest Patents

Apoorva Khanna holds a patent titled "System and method for generating hyperspectral artificial vision for machines." This patent describes a method and system that utilizes a hyperspectral signal of a target material as input to a neural network model. The system is designed to optimize the number of primitive layers used in the model, iteratively updating weights for each unsuccessful material class prediction. The process continues until convergence is achieved, allowing for the identification of the optimal number of primitives for the given materials. The generated new color pixel serves as a discriminator to aid in locating the target material, enhancing the sensitivity of the system.

Career Highlights

Apoorva Khanna is currently employed at Tata Consultancy Services Limited, where he applies his expertise in artificial vision technologies. His innovative approach has positioned him as a valuable asset in the field of machine learning and imaging systems.

Collaborations

Apoorva collaborates with talented colleagues, including Shailesh Shankar Deshpande and Karan Sharad Owalekar. Their combined efforts contribute to the advancement of technology in their respective fields.

Conclusion

Apoorva Khanna's work in hyperspectral artificial vision represents a significant advancement in machine perception technology. His innovative patent and contributions to Tata Consultancy Services Limited highlight his role as a leading inventor in this emerging field.