Document Detail


Active testing for face detection and localization.
MedLine Citation:
PMID:  20479494     Owner:  NLM     Status:  MEDLINE    
Abstract/OtherAbstract:
We provide a novel search technique which uses a hierarchical model and a mutual information gain heuristic to efficiently prune the search space when localizing faces in images. We show exponential gains in computation over traditional sliding window approaches, while keeping similar performance levels.
Authors:
Raphael Sznitman; Bruno Jedynak
Related Documents :
21047704 - Recognition of partially occluded and rotated images with a network of spiking neurons.
23334714 - A comprehensive survey of wearable and wireless ecg monitoring systems for older adults.
23020694 - Assessment of facial asymmetry in growing subjects with a three-dimensional laser scann...
19716424 - Selectivity for low-level features of objects in the human ventral stream.
8775754 - The role of serotonin in schizophrenia.
2244694 - B-mode imaging and histomorphometric evaluation of carotid atherosclerosis.
Publication Detail:
Type:  Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't    
Journal Detail:
Title:  IEEE transactions on pattern analysis and machine intelligence     Volume:  32     ISSN:  1939-3539     ISO Abbreviation:  IEEE Trans Pattern Anal Mach Intell     Publication Date:  2010 Oct 
Date Detail:
Created Date:  2010-08-30     Completed Date:  2010-11-29     Revised Date:  -    
Medline Journal Info:
Nlm Unique ID:  9885960     Medline TA:  IEEE Trans Pattern Anal Mach Intell     Country:  United States    
Other Details:
Languages:  eng     Pagination:  1914-20     Citation Subset:  IM    
Affiliation:
Department of Computer Science, The Johns Hopkins University, CSEB Room 136, 3400 North Charles Street, Baltimore, MD 21218, USA. sznitman@jhu.edu
Export Citation:
APA/MLA Format     Download EndNote     Download BibTex
MeSH Terms
Descriptor/Qualifier:
Algorithms
Artificial Intelligence*
Face / anatomy & histology*
Humans
Image Processing, Computer-Assisted / methods*
Pattern Recognition, Automated / methods*
Grant Support
ID/Acronym/Agency:
1 R01 EB 007969-01/EB/NIBIB NIH HHS

From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine


Previous Document:  MRF energy minimization and beyond via dual decomposition.
Next Document:  MPML3D: Scripting Agents for the 3D Internet.