Deep Human Parsing with Active Template Regression

In this work, the human parsing task, namely decomposing a human image into semantic fashion/body regions, is formulated as an active template regression (ATR) problem, where the normalized mask of each fashion/body item is expressed as the linear combination of the learned mask templates, and then...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 37(2015), 12 vom: 21. Dez., Seite 2402-14
1. Verfasser: Liang, Xiaodan (VerfasserIn)
Weitere Verfasser: Liu, Si, Shen, Xiaohui, Yang, Jianchao, Liu, Luoqi, Dong, Jian, Lin, Liang, Yan, Shuicheng
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2015
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Evaluation Study Journal Article Research Support, Non-U.S. Gov't