Naveen Kumar Basa Anitha

Title: Naveen Kumar Basa Anitha: Inventor in Vision Pipeline Automation

Introduction

Naveen Kumar Basa Anitha is an inventor based in Bengaluru, India, and works at Tata Consultancy Services Limited. His patent work focuses on automating the composition of computer vision pipelines by selecting suitable algorithms for specific tasks.

Latest Patents

Anitha is associated with 1 patent: “Methods and Systems for Autonomous Task Composition of Vision Pipelines Using an Algorithm Selection Framework.” The invention describes a two-stage process. First, a symbolic planner creates a high-level vision workflow. Then, a transformer-based graph search selects suitable algorithms for each task in that workflow. The framework also updates the visual transformer’s embedding, key, and query network weights using deep reinforcement learning, with Proximal Policy Optimization (PPO) as the underlying algorithm. The approach is designed to search for solution templates and make vision pipeline composition more autonomous and robust.

Career Highlights

Anitha’s disclosed invention addresses the challenge of assembling vision pipelines from appropriate algorithms. By combining symbolic planning, transformer architecture, graph search, and deep reinforcement learning, the system aims to identify effective algorithmic components for a given vision task.

Collaborations

The patent lists Mahesh Rangarajan and Nijil George among Anitha’s coworkers. The available information does not specify their individual roles in the invention.

Conclusion

Naveen Kumar Basa Anitha’s patent reflects work on applying artificial intelligence techniques to automate the design of computer vision workflows.