Center for Machine Learning and Intelligent Systems
About  Citation Policy  Donate a Data Set  Contact


Repository Web            Google
View ALL Data Sets

× Check out the beta version of the new UCI Machine Learning Repository we are currently testing! Contact us if you have any issues, questions, or concerns. Click here to try out the new site.

BAUM-2 Data Set
Download: Data Folder, Data Set Description

Abstract: A multilingual audio-visual affective face database consisting of 1047 video clips of 286 subjects.

Data Set Characteristics:  

Time-Series

Number of Instances:

1047

Area:

Computer

Attribute Characteristics:

N/A

Number of Attributes:

N/A

Date Donated

2018-11-09

Associated Tasks:

Classification

Missing Values?

N/A

Number of Web Hits:

12616


Source:

C. E. Erdem, C. Turan, Z. Aydın, 'BAUM-2: a multilingual audio-visual affecive face database', Multimedia Tools and Applications, vol.74, pp. 7429-7459, 2015.
DOI 10.1007/s11042-014-1986-2




Data Set Information:

A multilingual audio-visual affective face database consisting of 1047 video clips of 286 subjects. The collected clips simulate real-world conditions by containing various head poses, illumination conditions, accessories, temporary occlusions and subjects with a wide range of ages.

In order to download the database please send an e-mail to cigdem.turan '@' connect.polyu.hk or cigdem.erogluerdem '@' gmail.com


Attribute Information:

The readme file contains more information about the format of the database.


Relevant Papers:


Histogram-based local descriptors for facial expression recognition (FER): A comprehensive study
By: Turan, Cigdem; Lam, Kin-Man
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION Volume: 55 Pages: 331-341 Published: AUG 2018


BAUM-1: A Spontaneous Audio-Visual Face Database of Affective and Mental States
By: Zhalehpour, Sara; Onder, Onur; Akhtar, Zahid; et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING Volume: 8 Issue: 3 Pages: 300-313 Published: JUL-SEP 2017


Affect Recognition using Key Frame Selection based on Minimum Sparse Reconstruction
By: Kayaoglu, Mehmet; Erdem, Cigdem Eroglu
Conference: 2015 ACM International Conference on Multimodal Interaction Location: Seattle, WA Date: NOV 09-13, 2015
Sponsor(s): ACM SIGCHI
ICMI'15: PROCEEDINGS OF THE 2015 ACM INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION Pages: 519-524 Published: 2015



Citation Request:

C. E. Erdem, C. Turan, Z. Aydın, 'BAUM-2: a multilingual audio-visual affective face database', Multimedia Tools and Applications, vol.74, pp. 7429-7459, 2015.
DOI 10.1007/s11042-014-1986-2


Supported By:

 In Collaboration With:

About  ||  Citation Policy  ||  Donation Policy  ||  Contact  ||  CML