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Forest Walk Methods for Localizing Body Joints from Single Depth Image

We present multiple random forest methods for human pose estimation from single depth images that can operate in very high frame rate. We introduce four algorithms: random forest walk, greedy forest walk, random forest jumps, and greedy forest jumps. The proposed approaches can accurately infer the...

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Detalles Bibliográficos
Autores principales: Jung, Ho Yub, Lee, Soochahn, Heo, Yong Seok, Yun, Il Dong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4581738/
https://www.ncbi.nlm.nih.gov/pubmed/26402029
http://dx.doi.org/10.1371/journal.pone.0138328