Human action analysis with randomized trees:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Singapore [u.a.]
Springer
2015
|
| Series: | SpringerBriefs in electrical and computer engineering : Signal processing
|
| Subjects: | |
| Online Access: | DE-B768 DE-634 DE-1043 DE-1046 DE-Aug4 DE-573 DE-92 DE-898 DE-859 DE-861 DE-863 DE-862 DE-706 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online-Ressource |
| ISBN: | 9789812871671 |
| DOI: | 10.1007/978-981-287-167-1 |
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| adam_text |
HUMAN ACTION ANALYSIS WITH RANDOMIZED TREES
/ YU, GANG
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
HUMAN ACTION ANALYSIS WITH RANDOMIZED TREES
/ YU, GANG
: 2015
ABSTRACT / INHALTSTEXT
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 INTEREST POINT MATCHING. WHEN LABELED DATA IS MINIMAL AS
IN THE CASE OF EXAMPLE-BASED ACTION SEARCH, UNSUPERVISED RANDOM TREES IS
USED TO LEVERAGE THE UNLABELLED DATA. WE DESCRIBE HOW THE RANDOMIZED
TREES CAN BE USED FOR ACTION CLASSIFICATION, ACTION DETECTION, ACTION
SEARCH, AND ACTION PREDICTION. WE WILL ALSO DESCRIBE TECHNIQUES FOR
SPACE-TIME ACTION LOCALIZATION INCLUDING BRANCH-AND-BOUND SUB-VOLUME
SEARCH AND PROPAGATIVE HOUGH VOTING
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. |
| any_adam_object | 1 |
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| discipline | Mathematik Elektrotechnik / Elektronik / Nachrichtentechnik |
| doi_str_mv | 10.1007/978-981-287-167-1 |
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| spellingShingle | Yu, Gang Human action analysis with randomized trees Ingenieurwissenschaften Computer vision Distribution (Probability theory) Engineering Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd |
| subject_GND | (DE-588)4079013-7 |
| title | Human action analysis with randomized trees |
| title_auth | Human action analysis with randomized trees |
| title_exact_search | Human action analysis with randomized trees |
| title_full | Human action analysis with randomized trees Gang Yu ; Junsong Yuan ; Zicheng Liu |
| title_fullStr | Human action analysis with randomized trees Gang Yu ; Junsong Yuan ; Zicheng Liu |
| title_full_unstemmed | Human action analysis with randomized trees Gang Yu ; Junsong Yuan ; Zicheng Liu |
| title_short | Human action analysis with randomized trees |
| title_sort | human action analysis with randomized trees |
| topic | Ingenieurwissenschaften Computer vision Distribution (Probability theory) Engineering Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd |
| topic_facet | Ingenieurwissenschaften Computer vision Distribution (Probability theory) Engineering Wahrscheinlichkeitstheorie |
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