"Video processing"

A Lightweight Distributed Media Processing System for Uhd Service

With the rapid development of media services, it's an urgent demand that videos uploaded to the Internet need to be processed with high efficiency and high quality. We set up a flexible lightweight distributed system for media processing to address …

Two-stream recurrent convolutional neural networks for video saliency estimation

Recently, research has emphasized the need for video saliency estimation since its application covers a large domain. Traditional saliency prediction methods for video based on hand-crafted visual features lead to slow speed and ineffective results. …

GPU accelerated high-quality video/image super-resolution

This paper presents several novel GPU optimization technologies to accelerate the SRCNN(Super-Resolution Convolutional Neural Network) - one of the best super-resolution algorithm. We first directly parallelize and implement the SRCNN, then …

Small group people behavior analysis based on temporal recursive trajectory identification

Small group people behavior analysis has attracted much attention in recent years. How to detect, track and analyze the group behavior of related people is a challenging problem. In this paper, a framework for small group people behavior analysis is …