Title :
Performance analysis of the pyramid motion compensation based on quantization noise modeling
Author :
Zhang, Rong ; Comer, Mary L.
Author_Institution :
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
Abstract :
We present in this paper the rate distortion performance analysis of the pyramid motion compensation for video spatial scalability. Theoretical performance function is derived in closed form based on quantization noise modeling. Evaluation of the rate distortion performance functions shows that, compared to intra-layer motion-compensated prediction coding the enhancement layer, pyramid method is expected to achieve more efficient compression if the base layer is encoded at a sufficient high quality, i.e., the encoded rate is high enough.
Keywords :
image enhancement; motion compensation; noise; quantisation (signal); video signal processing; enhancement layer pyramid method; pyramid motion compensation; quantization noise modeling; rate distortion performance analysis; video spatial scalability; Automatic voltage control; Motion compensation; Quantization; Rate-distortion; Scalability; Signal to noise ratio; Inter-layer Residual Prediction; Pyramid Motion Compensation; Quantization Noise Modeling; Rate Distortion Analysis; SVC; Spatial Scalability;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5650827