Mikhail Akopyan

Title: Mikhail Akopyan: Innovator in 3D Surface Feature Detection

Introduction

Mikhail Akopyan is a notable inventor based in Sudbury, MA (US). He holds a total of 8 patents that showcase his contributions to the field of technology, particularly in the area of 3D surface feature detection.

Latest Patents

One of his latest patents is a system and method for determining 3D surface features and irregularities on an object. This invention provides a comprehensive approach to identifying the location and characteristics of surface features that include elevated or depressed regions relative to a smooth surrounding surface. The system utilizes a filter that acts on a range image of the scene, defining an annulus or other perimeter shape around each pixel to establish a best-fit surface. By deriving a normal to the pixel, local displacement height can be calculated. This height is then used to create a height deviation image of the object, allowing for the identification of bumps, dents, or other height-displacement features. The bump filter can also locate regions on a surface with minimal irregularities by mapping these irregularities to a grid and applying a cost function to identify acceptable candidates for labeling and other applications where a smooth surface is essential.

Career Highlights

Mikhail Akopyan has worked with prominent companies such as Cognex Corporation and Cognex Technology and Investment Corporation. His experience in these organizations has contributed significantly to his expertise in the field of surface feature detection.

Collaborations

Throughout his career, Mikhail has collaborated with notable individuals, including Robert A. Wolff and Michael C. Moed. These collaborations have further enriched his work and innovations.

Conclusion

Mikhail Akopyan's contributions to the field of 3D surface feature detection through his patents and collaborations highlight his role as an influential inventor. His innovative approaches continue to impact technology and surface analysis.