2D/3D Human Analysis

Human motion analysis or more generally looking at people is one of the most active research areas in computer vision. The general goals are to detect and track persons, recognize them and interpret their behaviour based on the visual analysis of images or videos. This topic has attracted great interest due to its promising applications in diverse areas such as access control, human computer interaction, smart rooms, visual surveillance, virtual reality, video conferencing and content based multimedia retrieval. Depending on the application, different aspects of a person (object, face, body) are analyzed. While typical surveillance applications treat a person as general object by considering only its global appearance and position in an environment, access control applications are using face and gait information to identify persons. Human computer interfaces and smart room applications are typically based on human gestures and expressions which requires an analysis of the body and the face of a person.

Related Topics

Databases

Face Databases

Title Modality URL
AT&T - Database of Faces, formely ORL Face DatabaseImagehttp://www.cl.cam.ac.uk/research/dtg/attarchive/facedatabase.html
BioId Face DatabaseImagehttp://www.bioid.com/downloads/facedb/index.php
AR DatabaseImagehttp://rvl1.ecn.purdue.edu/~aleix/aleix_face_DB.html
Yale Face DatabaseImagehttp://cvc.yale.edu/projects/yalefaces/yalefaces.html
Yale Face Database BImagehttp://cvc.yale.edu/projects/yalefacesB/yalefacesB.html
Facial Expression and Emotion DatabaseImagehttp://www.mmk.ei.tum.de/%7Ewaf/fgnet/feedtum.html
The Color Feret Database, USAImagehttp://face.nist.gov/colorferet/
PIE Database, CMUImagehttp://www.ri.cmu.edu/projects/project_418.html
Cohn-Kanade AU Coded Facial Expression Database Videohttp://vasc.ri.cmu.edu/idb/html/face/facial_expression/index.html
MIT-CBCL Face Recognition DatabaseImagehttp://cbcl.mit.edu/software-datasets/heisele/facerecognition-database.html
Image Database of Facial Actions and ExpressionsImagehttp://mambo.ucsc.edu/psl/joehager/images.html
Face Recognition Data, University of Essex, UKImagehttp://cswww.essex.ac.uk/mv/allfaces/index.html
Georgia TechFace DatabaseImagehttp://www.anefian.com/face_reco.htm
Face Video Database of the Max Planck Institute for Biological CyberneticsVideohttp://vdb.kyb.tuebingen.mpg.de/

Body and Gesture Analysis Databases

Title Modality URL
Dynamic Hand and Gesture DatabaseVideohttp://www.idiap.ch/resources/gestures/index.php
Dynamic Posture DatabaseVideohttp://www.idiap.ch/resources/gestures/index.php
German Fingerspelling DatabaseVideohttp://www-i6.informatik.rwthaachen.de/~dreuw/fingerspelling.php
Gesture Recognition DatabaseImagehttp://www-prima.inrialpes.fr/FGnet/data/12-MoeslundGesture/database.html
Peipa Hand Tracking DatabaseVideohttp://www.idiap.ch/resources/gestures/data/ht_peipa.tar.gz
Pointing 2004 Gesture Recognition DatasetImage,Videohttp://wwwprima.inrialpes.fr/Pointing04/datasets.html
Static Hand Gesture DatabaseImagehttp://www.idiap.ch/resources/gestures/data/shp_triesch.tar.gz
Static Hand Gesture Database 2Imagehttp://www.idiap.ch/resources/gestures/data/BochumGestures1998.tar.gz
Static Hand Posture DatabaseImagehttp://www.idiap.ch/resources/gestures/index.php
Two Handed DatasetVideohttp://www-prima.inrialpes.fr/FGnet/data/04-TwoHand/main.html
RWTHBOSTON-104 DatabaseVideohttp://www-i6.informatik.rwthaachen.de/~dreuw/database-rwth-boston-104.php
AMI Corpus Multimediahttp://corpus.amiproject.org/
M4 Meeting CorpusMultimedia http://www.idiap.ch/mmm/corpora/m4-corpus

VISNET II Databases

Title Modality DescriptionRequest
UPC Face DatabaseVideoDescriptionRequest this database
VISNET II Face DatabaseVideoDescriptionRequest this database
HHI Multiview Face DatabaseImageDescriptionRequest this database
VISNET II Gesture DatabaseVideoDescriptionRequest this database
VISNET II 3D Object and 3D Faces DatabaseImage and VRMLDescriptionRequest this database
IPW Face DatabaseImage and videoDescriptionRequest this database
Polimi 3D Object and Face DatabaseImage Link to databaseRequest this database

References

Links

 
human_analysis.txt · Last modified: 2008/10/30 11:49 by admuser
 
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