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

Discrete Atomic Compression of JPEG Images: A Comparative Study

with a Progressive DCT-Based Coder and Evaluation Across a Diverse Set of Established and State-of-the-Art CNN Classifiers

This paper shows that a DAC algorithm can significantly reduce the memory footprint of digital photos without degrading the performance of subsequent CNN classification.