Cohn-Kanade swMATH ID: 4974 Software Authors: Kanade, Cohn, Tian Description: The Cohn-Kanade AU-Coded Facial Expression Database is for research in automatic facial image analysis and synthesis and for perceptual studies. Cohn-Kanade is available in two versions and a third is in preparation. Version 1 (the original or initial release (Kanade, Cohn, & Tian, 2000)) includes 486 sequences from 97 posers. Each sequence begins with a neutral expression and proceeds to a peak expression. The peak expression for each sequence is fully FACS (Ekman, Friesen, & Hager, 2002; Ekman & Friesen, 1979) coded and given an emotion label. The emotion label refers to what expression was requested rather than what may actually have been performed. For validated emotion labels, please use version 2, CK+, as described below. Version 2, referred to as CK+, includes both posed and non-posed (spontaneous) expressions and additional types of metadata. For posed expressions, the number of sequences is increased from the initial release by 22Version 3 is planned for spring 2013. The original data collection of Cohn-Kanade included synchronized frontal and 30-degree from frontal video (fig. 1, below). Version 3 will add the synchronized 30-degree from frontal video. To receive the database for research, non-commercial use, download, sign, and return an Agreement to the Affect Analysis Group. All student or non-faculty agreement forms must be co-signed by a faculty advisor. Homepage: http://www.pitt.edu/~jeffcohn/CKandCK+.htm Keywords: facial expression recognition Related Software: JAFFE; LIBSVM; SIFT; AR face; FERET; UCI-ml; OpenCV; ImageNet; CAS-PEAL; AdaGrad; TensorFlow; StyleGAN; AlexNet; ThiNet; Adam; CIFAR; PMTK; PASCAL VOC; EMD; COUNT Cited in: 41 Publications all top 5 Cited by 111 Authors 4 Pitas, Ioannis 2 Ji, Qiang 2 Liu, Shuai 2 Ranganath, Surendra 2 Ruan, Qiuqi 2 Tefas, Anastasios 2 Zhang, David D. 1 Abiram, R. Nandhini 1 Aggarwal, Nandini 1 Ahmed, Faisal 1 Al-Azawi, Rula 1 Al-Badi, Ali 1 Álvarez Paiva, Juan Carlos 1 An, Gaoyun 1 Bastanfard, Azam 1 Belhouchette, Kenza 1 Bouguila, Nizar 1 Bourouis, Sami 1 Buciu, Ioan 1 Chand, Shefali 1 Chang, Shih-Ping 1 Chen, Hsiuao-Ying 1 Cho, Hyunjoong 1 Chu, Wen-Sheng 1 Chuang, Chao-Fa 1 Cocquerez, Jean-Pierre 1 Cohn, Jeffrey F. 1 Daghyani, Masoud 1 Dağlı, Volkan 1 Daoudi, Mohamed 1 Davoine, Franck 1 de Campos, Cassio Polpo 1 De Silva, Chathura R. 1 De Silva, Liyanage C. 1 Dehshibi, Mohammad Mahdi 1 Denœux, Thierry 1 Dubuisson, Séverine 1 Fasel, B. 1 Fu, Chih-Ming 1 Fu, Xiaofeng 1 Gaidhane, Vilas H. 1 Gökmen, Muhittin 1 Gupta, Ayush 1 Hote, Yogesh V. 1 Huang, Chung-Lin 1 Jang, Jinhyeok 1 Ji, Zhongping 1 Jin, Yi 1 Jin, Zhong 1 Kabir, Md. Hasanul 1 Kacem, Anis 1 Kamaruzaman, Fadhlan 1 Kim, Jaehong 1 Kotsia, Irene 1 Kucukoglu, Irem 1 La Torre, Fernando De 1 Lee, Jaeyeon 1 Li, Miao 1 Li, Shoumei 1 Liao, Wenhui 1 Liu, Yipeng 1 Lu, Shan 1 Lu, Yang 1 Luettin, Juergen 1 Ma, Rui 1 Messinger, Daniel S. 1 Mustafah, Yasir M. 1 Najar, Fatma 1 Nguyen, Tan Dat 1 Nikitidis, Symeon 1 Nikolaidis, Nikos 1 Özöğür-Akyüz, Süreyya 1 Pai, Neng-Sheng 1 Pardàs, Montse 1 Qin, Shu 1 Quost, Benjamin 1 Sayrol, Elisa 1 Shafie, Amir Akramin 1 Shi, Pengfei 1 Shih, Frank Yeong-Chyang 1 Simsek, Buket 1 Simsek, Yilmaz 1 Singh, Vijander 1 Smith, Raymond 1 Song, Yixu 1 Susan, Seba 1 Tong, Yan 1 Tunç, Birkan 1 Vincent, P. M. Durai Raj 1 Vretos, N. 1 Wang, Jiaxin 1 Wang, Shigang 1 Wei, Wei 1 Windeatt, Terry 1 Wu, Fei 1 Xia, Ding-yin 1 Xiao, Rui 1 Xu, Gang 1 Xu, Yong 1 Yang, Jingyu ...and 11 more Authors all top 5 Cited in 23 Serials 14 Pattern Recognition 2 Sādhanā 1 Computers & Mathematics with Applications 1 Applied Mathematics and Computation 1 Computer Aided Geometric Design 1 Journal of Tsinghua University. Science and Technology 1 Neural Networks 1 Signal Processing 1 Machine Learning 1 Pattern Recognition Letters 1 International Journal of Computer Vision 1 Mathematical Problems in Engineering 1 International Journal of Applied Mathematics and Computer Science 1 Control Theory & Applications 1 Journal of Applied Mathematics 1 International Journal of Wavelets, Multiresolution and Information Processing 1 Mathematical Biosciences and Engineering 1 Journal of Zhejiang University. Science A 1 Advances in Data Analysis and Classification. ADAC 1 Signal, Image and Video Processing 1 Journal of Statistical Theory and Practice 1 Algorithms 1 Advances in Data Science and Adaptive Analysis Cited in 5 Fields 33 Computer science (68-XX) 11 Statistics (62-XX) 11 Information and communication theory, circuits (94-XX) 4 Numerical analysis (65-XX) 1 Combinatorics (05-XX) Citations by Year