Intelligent Word Recognition (IWR): The Technology Behind the Engines

Recognition of unconstrained handwritten words. Instead of recognizing words character- by-character, IWR software recognizes entire handwritten words, just as a human would read. IWR technology matches handwritten or printed words to a user-defined dictionary, significantly reducing character errors encountered in typical character-based recognition engines.

A confidence value is calculated for every word within a specific vocabulary list in order to determine the word(s) most likely to be inscribed in the image. The vocabulary can be supplied through A2iA's products or defined by the engine's user so as to adapt it to the specific context of the application processed. For each word analyzed, the system considers various shape and letter groupings in order to calculate the confidence value associated with the word in question.

Adapted to the World's Handwriting Styles

6 Languages and 23 Different Country-Specific Technology Versions. A2iA's technology is available in 6 language versions: English, French, German, Italian, Portuguese and Spanish and 23 country-specific technology versions dedicated to the different handwriting styles found throughout the world.

Founded on the Basis of Research

A2iA operates one of the world's largest private research centers specialized in cursive handwriting recognition. The work performed by its researchers allows A2iA to capitalize on its technological capabilities and to offer the highest read rates in the marketplace.

A unique position. Founded by a scientist and a pioneer in the field of recognition, research remains at the heart of A2iA’s developments. While other organizations emphasize an engineering approach, A2iA relies on research to capitalize on its technological capabilities.

Transforming research into business applications. A2iA operates one of the world's largest private research centers specialized in cursive handwriting recognition. This center employs 12 PhDs and 17 engineers, whose projects are then adapted for A2iA's recognition software. This approach allows the company to reinforce its technological abilities and to provide the most innovative software products. Each year A2iA devotes between 25% and 30% of its revenue to R&D and regularly recruits doctoral students from leading universities from around the world.