Rapid CU partition decision method for H.266/VVC

The invention provides a rapid CU partition decision-making method for H.266/VVC (Video Video Coding). The method comprises the following steps: firstly, encoding a video sequence by using a traditional encoding method, recording features related to CU classification in the encoding process, calcula...

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Hauptverfasser: ZHANG WEIWEI, ZHAO YONGBO, WANG XIAO, WU QINGGANG, JIANG BIN, ZHAO JINCHAO, WANG YIHAN, HUANG LIXUN, ZHANG QIUWEN, GUO RUIXIAO, LI ZUHE, CHANG HUAWEN, CUI TENGYAO, GAN YONG, MENG YINGHUI, HUANG WEI
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a rapid CU partition decision-making method for H.266/VVC (Video Video Coding). The method comprises the following steps: firstly, encoding a video sequence by using a traditional encoding method, recording features related to CU classification in the encoding process, calculating score values of the features by using an improved F-score feature selection method, and takingthe features with higher score values as feature subsets; secondly, constructing an improved directed acyclic graph DAG-SVM classifier model according to the categories and the feature subsets dividedby the CU; and finally, inputting the texture complexity, the direction complexity and the quantization step length of the CU to be divided into the improved directed acyclic graph DAG-SVM classifiermodel, and predicting the optimal division category of the CU. Through the combination of the improved F-score feature selection method and the improved directed acyclic graph support vector machineDAG-SVM model, the optimal C