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...

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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Yu, Gang (Author), Yuan, Junsong (Author), Liu, Zicheng (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Singapore : Springer Nature Singapore : Imprint: Springer, 2015.
Edition:1st ed. 2015.
Series:SpringerBriefs in Signal Processing,
Subjects:
Signal processing.
Computer vision.
Probabilities.
Signal, Speech and Image Processing .
Computer Vision.
Probability Theory.
Online Access:Texto Completo
Table of Contents:
  • 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.

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