Mathematical Software

Advantages

• Deep knowledge of specific algorithms adaptation
• Use of proprietary and customer’s algorithms
• Close cooperation with the strongest scientific professionals from St Petersburg
• State University (Mathematics and Mechanics department), IT Institute and training center
• 4 full professors and 16 PhDs
• Established relationship with the academic world (American, Finnish, Swedish and German universities)

Technologies

• Standard and specialized preprocessing images and videostream
• Compression algorithms of various kinds of data streams, including images
• Use of color spaces, interpolation and processing of color images
• Detection and filtering at the boundaries in image segmentation task
• Descriptions of various kinds of borders and algorithms for their association
• Segmentation of various objects starting from simple (linear sections, spatial area, the small size) till detection of human faces
• Set of algorithms for solving OCR problems (binarization, segmentation, thinning boundaries, morphological analysis, dilation/erosion filters)
• Pattern recognition: building attribute spaces, classification of objects, self-learning system of recognition
• Automatic testing and tuning of classification algorithms using databases of images
• Detection and tracking of objects in a videostream in real time
• Build 3D models of objects from a series of frames
• Construction and processing distance cards to images of objects in the scene using binocular systems
• Evaluation of metric characteristics of moving pictures of objects and their dynamics over a series of frames
• Development of algorithms for data visualization, including 3D graphics