Title :
Saliency region extraction for MPEG video method based on visual selective attention
Author :
Shuai, Bo ; Zhang, Quan ; Liu, Jian ; Liu, Xingtong ; Feng, Xiaofei
Author_Institution :
Sch. of Electron. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
Saliency region extraction is a key video processing technology. From the human visual selective attention (VSA) in perspective, a new Saliency region extraction approach in MPEG compressed domain is proposed. First, visual saliency features in the MPEG compressed domain are extracted. There are 4 types of junior static features specific to brightness, color, direction, texture and 2 types of junior dynamic features specific to magnitude and consistency, which are extracted from the discrete cosine transform (DCT) coefficients and motion vectors (MV). Second, Combined with the Itti´s VSA model framework, using Feature Maps, Conspicuity Maps and Saliency Maps, a saliency region is extracted successfully. Experimental results show that the extracted saliency region is consistent with visual perception, meanwhile the computation time of the method is able to meet the real-time requirements.
Keywords :
discrete cosine transforms; feature extraction; vectors; video signal processing; Itti VSA model framework; MPEG video method; brightness junior static features; color junior static features; consistency junior dynamic features; conspicuity maps; direction junior static features; discrete cosine transform coefficient; feature maps; human visual selective attention; magnitude junior dynamic features; motion vectors; saliency maps; saliency region extraction; texture junior static features; video processing technology; visual perception; visual saliency feature extraction; Computational modeling; Discrete cosine transforms; Feature extraction; Image color analysis; Transform coding; Vectors; Visualization; MPEG video; saliency feature; saliency map; saliency region; visual selective attention;
Conference_Titel :
Image and Signal Processing (CISP), 2011 4th International Congress on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9304-3
DOI :
10.1109/CISP.2011.6099990