BAUM-2数据集

C. E. Erdem, C. Turan, Z. Ayd?±n, '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. Ayd?±n, '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

搜集汇总

背景与挑战

背景概述

BAUM-2是一个多语言视听情感人脸数据库，包含1047个视频片段，涉及286名受试者，模拟了真实世界条件，如不同头部姿态、光照条件和年龄范围。该数据集适用于情感识别和面部表情分析研究，具有多样性和实用性。