The Hierarchical Approach for Image Processing in Objects Recognition System
Andrey N. Kokoulin, Andrey N. Kokoulin · 2022 Conference of Russian Young Researchers in Electrical and Electronic Engineering (ElConRus) · 2022
A multi-stage image processing scheme that improves the quality of object recognition in the multimedia stream is presented. The image processing pipeline optimization leads to objects recognition accuracy improvement with insignificant latency and computing resources usage increase. The system schema is assembled with several functional blocks with expected accuracy improvement impact for each block.