The A-Methods R&D lab

Ultimate techs for image processing: encryption, compression & AI/ML-oriented data format.

Research

We develop new image processing algorithms based on atomic functions.

We started with research in pure mathematics and developed data processing tools based on it. We've created tools providing image encryption & compression, AI/ML-oriented format as well. Now, we focus on the efficiency research and new features creating.

Technology

We implement all our developments as ready-to-use software.

We've created ATools SDK, an image processing framework. It is designed to provide maximum performance. Large datasets of high-resolution images are processed very quickly, even on a regular laptop. High performance is ensured by low time & spatial complexity of the created methods.

Latest Publications

Image Representation by Atomic Functions: Features for Classification

The paper demonstrates that image representation by atomic functions leads to a reduction in the computational complexity of large-scale image classification.