Title :
A GPU based real-time video compression method for video conferencing
Author :
Katsigiannis, Stamos ; Maroulis, Dimitris ; Papaioannou, G.
Author_Institution :
Dept. of Inf. & Telecommun., Univ. of Athens, Athens, Greece
Abstract :
Recent years have seen a great increase in the everyday use of real-time video communication over the internet through video conferencing applications. Limitations on computational resources and network bandwidth require video encoding algorithms that provide acceptable quality on low bitrates and can support various resolutions inside the same stream. In this work, the authors present a scalable video coding algorithm based on the contourlet transform that incorporates both lossy and lossless methods, as well as variable bitrate encoding schemes in order to achieve compression. Furthermore, due to the transform utilized, it does not suffer from blocking artifacts that occur with many widely adopted compression algorithms. The proposed algorithm is designed to achieve real-time performance by utilizing the vast computational capabilities of modern GPUs, providing satisfactory encoding and decoding times at relatively low cost. These characteristics make this method suitable for applications like video conferencing that demand real-time performance. The performance and quality evaluation of the algorithm shows that the proposed algorithm achieves satisfactory quality and compression ratio.
Keywords :
graphics processing units; real-time systems; teleconferencing; video coding; video communication; GPU based real time video compression; Internet; compression ratio; computational resources; contourlet transform; network bandwidth; real time video communication; scalable video coding algorithm; variable bitrate encoding; video conferencing applications; video encoding algorithms; Algorithm design and analysis; Decoding; Encoding; Graphics processing units; Image coding; Streaming media; Transforms; GPU computing; contourlet transform; real-time video encoding; surveillance video; video conferencing;
Conference_Titel :
Digital Signal Processing (DSP), 2013 18th International Conference on
Conference_Location :
Fira
DOI :
10.1109/ICDSP.2013.6622719