Head and Body Orientation Estimation Using Convolutional Random Projection Forests

In this paper, we consider the problem of estimating the head pose and body orientation of a person from a low-resolution image. Under this setting, it is difficult to reliably extract facial features or detect body parts. We propose a convolutional random projection forest (CRPforest) algorithm for...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 41(2019), 1 vom: 28. Jan., Seite 107-120
1. Verfasser: Lee, Donghoon (VerfasserIn)
Weitere Verfasser: Yang, Ming-Hsuan, Oh, Songhwai
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't