CMU PIE swMATH ID: 13798 Software Authors: Sim, T.; Baker, S.; Bsat, M. Description: The CMU Pose, Illumination, and Expression (PIE) database. Between October 2000 and December 2000, we collected a database of over 40,000 facial images of 68 people. Using the CMU (Carnegie Mellon University) 3D Room, we imaged each person across 13 different poses, under 43 different illumination conditions, and with four different expressions. We call this database the CMU Pose, Illumination and Expression (PIE) database. In this paper, we describe the imaging hardware, the collection procedure, the organization of the database, several potential uses of the database, and how to obtain the database. Homepage: http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=1004130 Related Software: AR face; FERET; Yale Face; KPCA plus LDA; ORL face; COIL-20; SIFT; Multi-PIE; LIBSVM; XM2VTSDB; JAFFE; ElemStatLearn; PRMLT; FRGC; CAS-PEAL; PDCO; UCI-ml; COIL-100; t-SNE; BioID Face Database Cited in: 137 Documents all top 5 Cited by 390 Authors 6 Lai, Jianhuang 4 Dai, Daoqing 4 Ye, Jieping 4 Zheng, Weishi 3 Chen, Wensheng 3 Fu, Yun 3 Kumar, B. V. K. Vijaya 3 Lai, Zhihui 3 Li, Stan Z. 3 Ren, Chuan-Xian 3 Wu, Gang 3 Xu, Yong 3 Yan, Hong 3 Yang, Jian 3 Yuen, Pong Chi 2 Chellappa, Rama 2 Chen, Xilin 2 Choi, Chong-Ho 2 Fang, Bin 2 Gross, Ralph 2 Hotta, Kazuhiro 2 Hu, Haifeng 2 Huang, Deshuang 2 Huang, Pu 2 Kim, Chunghoon 2 Li, Bin 2 Li, Bo 2 Li, Huaxiong 2 Li, Ke 2 Li, Sheng 2 Li, Xuelong 2 Liu, Wanquan 2 Pan, Binbin 2 Sao, Anil Kumar 2 Savvides, Marios 2 Shan, Shiguang 2 Shao, Ming 2 Tang, Yuanyan 2 Wang, Jianzhong 2 Xie, Xiaohua 2 Yang, Zhangjing 2 Ye, Qiaolin 2 Yegnanarayana, B. 2 You, Jane 2 Zhang, Fanlong 1 Abusham, Eimad E. 1 An, Gaoyun 1 An, Senjian 1 Asthana, Akshay 1 Bai, Xiaoming 1 Baker, Simon 1 Bileschi, Stanley M. 1 Blanz, Volker 1 Bodenstein, Christian 1 Bowyer, Kevin W. 1 Brajovic, Vladimir 1 Burger, Thomas 1 Cai, Hongmin 1 Chai, Xiujuan 1 Chen, Chenglizhao 1 Chen, Chunlin 1 Chen, Jiazhou 1 Chen, Shaolin 1 Chen, Sibao 1 Chen, Songcan 1 Chen, Tsuhan 1 Chen, Xiaobo 1 Chen, Youbing 1 Chen, Yufei 1 Cheng, Dongxu 1 Cheng, Qiang 1 Choi, Sang-Il 1 Chung, Fu-Lai 1 Chung, Ji-Moon 1 Courty, Nicolas 1 Cui, Kai 1 Diaz-Chito, Katerine 1 Ding, Chris H. Q. 1 Draper, Bruce A. 1 Du, Lan 1 Du, Shan 1 Ebrahimpour, Reza 1 Fan, Jianping 1 Fang, Yuan 1 Feng, Jiuchao 1 Flynn, Patrick J. 1 Fu, Liyong 1 Gao, Caixia 1 Gao, Quanxue 1 Gao, Shengxiang 1 Gao, Wen 1 Gao, Yao 1 Gao, Yue 1 Ge, Shengxiang 1 Göcke, Roland 1 Gong, Weiguo 1 Gong, Xing 1 Gopalan, Raghuraman 1 Gou, Jianping 1 Gu, Suhang ...and 290 more Authors all top 5 Cited in 33 Serials 47 Pattern Recognition 15 Information Sciences 9 Mathematical Problems in Engineering 5 Neural Networks 5 Signal Processing 4 Machine Learning 4 International Journal of Computer Vision 4 Journal of Machine Learning Research (JMLR) 3 Journal of the Franklin Institute 2 Acta Automatica Sinica 2 Soft Computing 2 International Journal of Wavelets, Multiresolution and Information Processing 2 Signal, Image and Video Processing 1 Information Processing Letters 1 Applied Mathematics and Computation 1 Journal of Computer Science and Technology 1 International Journal of Approximate Reasoning 1 Neural Computation 1 Journal of Global Optimization 1 Linear Algebra and its Applications 1 Computational Statistics and Data Analysis 1 Journal of Mathematical Imaging and Vision 1 Numerical Linear Algebra with Applications 1 PAA. Pattern Analysis and Applications 1 Discrete Dynamics in Nature and Society 1 Journal of Northwest Normal University. Natural Science 1 Journal of Applied Mathematics 1 Journal of Software 1 Journal of University of Science and Technology of China 1 Journal of Beijing University of Technology 1 EURASIP Journal on Advances in Signal Processing 1 Algorithms 1 Science China. Information Sciences all top 5 Cited in 11 Fields 117 Computer science (68-XX) 39 Statistics (62-XX) 22 Information and communication theory, circuits (94-XX) 7 Linear and multilinear algebra; matrix theory (15-XX) 6 Numerical analysis (65-XX) 3 Combinatorics (05-XX) 2 Operations research, mathematical programming (90-XX) 1 Algebraic geometry (14-XX) 1 Convex and discrete geometry (52-XX) 1 Differential geometry (53-XX) 1 Systems theory; control (93-XX) Citations by Year