Ankur Saxena

Title: Ankur Saxena and Hazard-Tree Detection

Introduction

Ankur Saxena is an inventor based in Bengaluru, India, and is associated with Aidash, Inc. His patent work addresses the identification of trees that may pose risks to electrical assets in power distribution infrastructure.

Latest Patents

Saxena is associated with 1 patent, titled “Systems and Methods for Identifying Hazard Trees.” The invention describes a method that analyzes multiple images of a geographic area containing electrical assets. Convolutional neural networks classify image pixels as hazard-tree or non-hazard-tree pixels, and the system uses the hazard-tree pixels to generate polygons representing trees.

The method then determines each polygon’s height and distance from an electrical asset. Based on those measurements, it assesses whether the represented tree may pose a potential hazard. If a risk is identified, the system generates and provides a notification.

Career Highlights

Saxena’s documented patent work focuses on applying image analysis and machine learning to infrastructure risk assessment. The described system combines image classification, geographic mapping, and measurements of tree height and proximity to help identify potential hazards to power distribution assets.

Collaborations

Saxena is associated with Aidash, Inc. His listed coworkers include Pranav Prakash and Akshay Patil.

Conclusion

Ankur Saxena’s patent on hazard-tree identification describes a data-driven approach to detecting vegetation risks near electrical infrastructure and notifying relevant parties of potential hazards.