The report High Resolution Panoramic Video Synthesis and Objects Detection on Panoramic Video was prepared together with SOKKOS LLC, INTC "Intelligent Electrical Engineering - Valdai", Moscow Institute of Physics and Technology and the Serbian company AtFrame DOO, and proposes an approach to the creation of a panorama viewport and objects detection within it in real-time on the base of the set of videos from the assembly of cameras. The task of the panorama viewport generation is significantly different from the panoramic image generation. We perform image stitching only with a part of cameras views (region of interest -- ROI) and display the resulting images flow on the user's screen. The complexity of this problem is in processing the images from the set of cameras at the moment, since it is impossible to stitch, process and save the whole panorama in the user device memory.
A memorandum of cooperation was signed with SOCCOS LLC in the field of video analytics. SOCCOS LLC is a resident of the Phystech-Park and specializes in the field of video analytics based on AI
At the TELFOR 2023 conference, company employees presented solutions in the field of video analytics and tracking for use in the sports industry
A pilot project was carried out to assess the dynamics of servicing passengers in queue based on analysis of high-resolution images obtained from a machine vision camera. The results obtained show consistent detection of people standing in line and a reliable estimate of the expected service time for people in line.
The article A.V. Khelvas, K.K. Pankatov, A.A. Gilya-Zetinov "Algorithm for the palletization for real automatical logistics warehouse" has been published.
The problem of three-dimensional stacking of boxes into a pallet, belonging to the class of NP-complete problems is studied. Several heuristic approaches to its solution are proposed: two different modifications of the genetic algorithm and a competing approach based on the attractiveness function.
An approach to assessing the quality of stacking based on the percolation coefficient and the stability factor is proposed.
A weak dependence of the stacking quality on the accuracy of setting the dimensions of the boxes is shown.
We compleated the simulation solution for large bakery factory on the ROSS engine. It is real time disctere event based simulation for structure and reglaments optimisation