Human Action Analysis with Randomized Trees

This book will provide a comprehensive overview on human action analysis with randomized trees. It will cover both the supervised random trees and the unsupervised random trees. When there are sufficient amount of labeled data available, supervised random trees provides a fast method for space-time...

Description complète

Détails bibliographiques
Cote:Libro Electrónico
Auteurs principaux: Yu, Gang (Auteur), Yuan, Junsong (Auteur), Liu, Zicheng (Auteur)
Collectivité auteur: SpringerLink (Online service)
Format: Électronique eBook
Langue:Inglés
Publié: Singapore : Springer Nature Singapore : Imprint: Springer, 2015.
Édition:1st ed. 2015.
Collection:SpringerBriefs in Signal Processing,
Sujets:
Signal processing.
Computer vision.
Probabilities.
Signal, Speech and Image Processing .
Computer Vision.
Probability Theory.
Accès en ligne:Texto Completo
Table des matières:
  • Introduction to Human Action Analysis
  • Supervised Trees for Human Action Recognition and Detection
  • Unsupervised Trees for Human Action Search
  • Propagative Hough Voting to Leverage Contextual Information
  • Human Action Prediction with Multi-class Balanced Random Forest
  • Conclusion.

Documents similaires