BEYOND THE HYPE. IS AI ACTUALLY TRANSFORMING PRODUCTIVITY?
webinar live

BEYOND THE HYPE. IS AI ACTUALLY TRANSFORMING PRODUCTIVITY?

AMC Bridge Executive Series

June 26

11 am ET / 5 pm CET

Surface reconstruction is an important trend in 3D scanning. The problem is to recreate surfaces from a given point cloud within the shortest possible time and with a given quality criteria. There is a set of different approaches for solving this problem, which includes Self-Organized Maps, Bayesian reconstruction and Poisson reconstruction.

The aim of the research is to find the most suitable method based on Machine Learning unsupervised learning techniques for reconstruction of interior and exterior 3D scans of original objects. The self-organizing map type of the artificial neural network was chosen due to its ability to produce good results without restrictions on point cloud size and points’ order. It can generate meshes from a small number of point samples in an unorganized point cloud.

The purpose of this paper is to analyze and compare results obtained with the usage of two self-organizing map types – Surface Growing Neural Gas (sGNG) and Growing Cell Structures (GCS) reconstruction – for reconstruction of a 3D mesh from point cloud. In addition, the sGNG extension to multithreading is presented and compared to the original approach.

Read the full article here:

AMC Bridge Webinars

Industry experts share their knowledge, advice, and insights

  • Corporate news

    Apr 30, 2025

    AMC Bridge Senior Management's Visit to Tashkent: Building Unity, Sharing Vision, and Investing in the Future

    Igor Tsinman, President of AMC Bridge, alongside Kateryna Synakh, Senior Director of Global Operations and Communications, Andrii Dankevych, Senior Director of Operational Excellence, and Iryna Chuiko, Director of Human Resources, visited the company’s development center in Tashkent as part of an ongoing effort to align company’s global goals with the team, deepen collaboration, and exchange ideas and perspectives.
  • Corporate news

    Apr 23, 2025

    Strengthening Global Operations—AMC Bridge Senior Management Visited office in Pune

    AMC Bridge COO Vadym Synakh, Senior Director of Global Operations and Communications Kateryna Synakh, and Senior Director of Operational Excellence Andrii Dankevych, alongside HR Director Iryna Chuiko, recently visited Pune to engage with the team in India and discuss strategic objectives and ongoing growth initiatives.
  • Events

    Apr 17, 2025

    Revolutionizing Productivity with AI: AMC Bridge Hosts a New Webinar on AI's Role in Industry Innovation

    Artificial Intelligence continues to revolutionize industries. What progress has been made since our last debate? Continuing our executive series of expert panel discussions, AMC Bridge is pleased to host a session on AI's pivotal role in enhancing productivity. Two years ago, we convened industry experts to explore AI's potential in engineering, manufacturing, and construction. The conversation was marked by bold predictions, cautious optimism, and healthy skepticism. Now, it's time to separate facts from hype. Has AI truly enhanced efficiency, or are we still in the cycle of experimentation? Which industries have seen tangible impacts, and where does AI struggle to gain traction? Have we moved beyond proof-of-concept to widespread implementation? Join us for an insightful online panel in June where AMC Bridge will bring together diverse technology innovators and industry leaders. Our panelists will engage in lively discussions on AI's real-world applications, progress made since our last gathering, and future potential across various sectors.