Multi-PIE swMATH ID: 31361 Software Authors: Gross, R.; Matthews, I.; Cohn, J.; Kanade, T.; Baker, S. Description: Multi-PIE: A close relationship exists between the advancement of face recognition algorithms and the availability of face databases varying factors that affect facial appearance in a controlled manner. The CMU PIE database has been very influential in advancing research in face recognition across pose and illumination. Despite its success the PIE database has several shortcomings: a limited number of subjects, a single recording session and only few expressions captured. To address these issues we collected the CMU Multi-PIE database. It contains 337 subjects, imaged under 15 view points and 19 illumination conditions in up to four recording sessions. In this paper we introduce the database and describe the recording procedure. We furthermore present results from baseline experiments using PCA and LDA classifiers to highlight similarities and differences between PIE and Multi-PIE. Homepage: http://www.flintbox.com/public/project/4742/ Related Software: AR face; CMU PIE; FERET; LFW; PDCO; XM2VTSDB; FRGC; darch; Yale Face; SIFT; RASL; LIBSVM; Georgia Tech Face; Wasserstein GAN; LSUN; AlexNet; NICE; ImageNet; CIFAR; word2vec Cited in: 18 Publications all top 5 Cited by 58 Authors 3 Yang, Meng 2 La Torre, Fernando De 2 Lucey, Simon 2 Zhang, Lei 1 Angulo, Cecilio 1 Asthana, Akshay 1 Chen, Xilin 1 Cohn, Jeffrey F. 1 Dağlı, Volkan 1 Escalera, Sergio 1 Felsberg, Michael 1 Feng, Xiangchu 1 Feng, Zhizhao 1 Gao, Ruiqi 1 Göcke, Roland 1 Gökmen, Muhittin 1 Goswami, Gaurav 1 Han, Tian 1 Hovhannisyan, Vahan 1 Hu, Jianfang 1 Huang, Zheng-Hai 1 Igual, Laura 1 Kan, Meina 1 Kong, Shu 1 Lei, Zhen 1 Li, Stan Z. 1 Li, Zhiming 1 Lin, Guojun 1 Liu, Wanquan 1 Majumdar, Angshul 1 Nguyen, Minh Hoai 1 Öfjäll, Kristoffer 1 Parpas, Panos 1 Patel, Vishal M. 1 Perez-Sala, Xavier 1 Sankaran, Anush 1 Saragih, Jason M. 1 Shan, Shiguang 1 Shang, Kun 1 Shen, Linlin 1 Shiu, Simon Chi-Keung 1 Singh, Richa 1 Tunç, Birkan 1 Vatsa, Mayank 1 Wang, Donghui 1 Wu, Junting 1 Wu, Yingnian 1 Xie, Mei 1 Xu, Yong 1 Yang, Mingzhong 1 You, Jane 1 Zafeiriou, Stefanos P. 1 Zhang, David D. 1 Zhang, He 1 Zhang, Zhiwei 1 Zheng, Weishi 1 Zhou, Zhaoze 1 Zhu, Song-Chun all top 5 Cited in 7 Serials 8 Pattern Recognition 4 International Journal of Computer Vision 1 Applied Mathematics and Computation 1 Quarterly of Applied Mathematics 1 Journal of Mathematical Imaging and Vision 1 International Journal of Wavelets, Multiresolution and Information Processing 1 SIAM Journal on Imaging Sciences all top 5 Cited in 6 Fields 14 Computer science (68-XX) 5 Statistics (62-XX) 2 Operations research, mathematical programming (90-XX) 2 Information and communication theory, circuits (94-XX) 1 Probability theory and stochastic processes (60-XX) 1 Biology and other natural sciences (92-XX) Citations by Year