A no-reference hybrid objective QoE evaluation for MPEG-4 encoded video
- Resource Type
- Conference
- Authors
- Fan Liu; Yang Geng; Jichun Liu; Wenjing Li; Xuesong Qiu
- Source
- 2013 15th Asia-Pacific Network Operations and Management Symposium (APNOMS) Network Operations and Management Symposium (APNOMS), 2013 15th Asia-Pacific. :1-3 Sep, 2013
- Subject
- Communication, Networking and Broadcast Technologies
Educational institutions
Artificial neural networks
- Language
In order to monitor and ensure adequate Quality of Experience towards end users, this paper proposes a no-reference hybrid objective video quality metrics, based on five high-level parameters extracted from application layer, network layer and bitstream layer. We first cluster various videos based on video content characteristics and then design Back Propagation Neural Network for each content type. The performance evaluation demonstrates a high accuracy in real-time monitoring.