Micro-and-macro expression warehouse (MMEW)

Instruction

MMEW includes 300 micro-expressions and 900 macro-expressions which include six basic types, i.e. happiness, surprise, anger, disgust, fear and sadness. For convenient evaluation, all the samples are well named. Micro-expression sequence images named as “frameIndex.jpg” are stored in a three-layer file directory. Specifically, subject indexes are used as root folder, then some sub-folders, i. e., happiness, surprise, disgust, repression, fear, sadness, anger, each of which includes micro-expression sequence images. To better understand which image belongs to which subject and which emotion, the third layer directory is named in the way of “PersonIndex-EmotionIndex-SampleIndex”. For instance, an image stored in the path “S03/happiness/S03-01-002/1.jpg” is the 1st frame of the 2nd micro-expression sequence with happiness emotion for the 3rd subject. Similarly, the images for macro-expression are stored in a three-layer file directory. The first directory embodies a subject index, and the second directory embodies a macro-expression emotion. For example, “S03/happiness/S03-01-001.jpg” means the 1st sample with happiness emotion for the 3rd subject.

HTML Template

Happiness (the corner of the right mouth rises)

To obtain MMEW, sign the license agreement and send a scanned copy to benxianyeye@163.com.



Publications

[1] Xianye Ben, Yi Ren, Junping Zhang, Su-Jing Wang, Kidiyo Kpalma, Weixiao Meng, Yong-Jin Liu. Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms. IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2021.3067464.

[2] Xianye Ben*, Peng Zhang, Rui Yan, Mingqiang Yang, Guodong Ge. Gait recognition and micro-expression recognition based on maximum margin projection with tensor representation. Neural Computing and Applications. 2016, 27(8): 2629-2646.

[3] Xuena Zhu, Xianye Ben*, Shigang Liu, Rui Yan, Weixiao Meng. Coupled source domain targetized with updating tag vectors for micro-expression recognition. Multimedia Tools and Applications, 2018, 77(3): 3105-3124.

[4] Xitong Jia, Xianye Ben*, Hui Yuan, Kidiyo Kpalma, Weixiao Meng. Macro-to-micro transformation model for micro-expression recognition. Journal of Computational Science, 2018, 25: 289-297.(code).

[5] Xianye Ben*, Xitong Jia, Rui Yan, Xin Zhang, Weixiao Meng. Learning effective binary descriptors for micro-expression recognition transferred by macro-information. Pattern Recognition Letters, 2018, 107: 50-58.(DCP-TOP、LHWP-TOP、RHWP-TOP code).