MIP-Related Publications


MIP Research Network Publications

Gleerup, K.B., C. Lindergaard. “Recognition and quantification of pain in horses: A tutorial review” Equine vet. Educ. (2016) 28(1) 47-57 

Rashid, MaheenXiuye Gu, Yong Jae Lee. “Interspecies knowledge transfer for facial keypoint detection.” Poster at CVPR 2017 

Rashid, Maheen, S. Promme, P.H. Anderen, K. B. Gleerup, Yong J. Lee. “What should I annotate? An automatic tool for segments for EquiFACS annotations” In Proceedings Measuring Behavior 2018 

Anderson, Pia, Karina B. Gleerup, Jennifer Wathan, Britt Coles. Hedvig Kjelström, Sofia Broomé, Yong Jae Lee, Maheen Radhid, Claudia Sonder, Erika Rosenberg, Deborah Forster.  “Can a machine learn to see horse pain? An interdisciplinary approach towards automated decoding of facial expressions of pain in the horse” In Proceedings Measuring Behavior 2018.

Additional Reading

Equine Face and Equine Pain  

Wathan, Jen, Anne M. Burrows, Bridget M. Waller, and Karen McComb. “EquiFACS: The Equine Facial Action Coding System.” PLoS ONE 10, no. 8 (August 5, 2015): e0131738. https://doi.org/10.1371/journal.pone.0131738.

Human Pain Face

Bartlett, Marian Stewart, Gwen C. Littlewort, Mark G. Frank, and Kang Lee. “Automatic Decoding of Facial Movements Reveals Deceptive Pain Expressions.” Current Biology 24, no. 7 (March 31, 2014): 738–43. https://doi.org/10.1016/j.cub.2014.02.009. 

Ashraf, Ahmed Bilal, Simon Lucey, Jeffrey F. Cohn, Tsuhan Chen, Zara Ambadar, Kenneth M. Prkachin, and Patricia E. Solomon. “The Painful Face – Pain Expression Recognition Using Active Appearance Models.” Image and Vision Computing, Visual and multimodal analysis of human spontaneous behaviour:, 27, no. 12 (November 1, 2009): 1788–96. https://doi.org/10.1016/j.imavis.2009.05.007. 

Prkachin, Kenneth M., and Patricia E. Solomon. “The Structure, Reliability and Validity of Pain Expression: Evidence from Patients with Shoulder Pain.” PAIN 139, no. 2 (October 15, 2008): 267. https://doi.org/10.1016/j.pain.2008.04.010. 

Cross-Species Perspectives

Anderson, David J., and Ralph Adolphs. “A Framework for Studying Emotions across Species.” Cell 157, no. 1 (March 27, 2014): 187–200. https://doi.org/10.1016/j.cell.2014.03.003. 

Vick, Sarah-Jane, Bridget M. Waller, Lisa A. Parr, Marcia C. Smith Pasqualini, and Kim A. Bard. “A Cross-Species Comparison of Facial Morphology and Movement in Humans and Chimpanzees Using the Facial Action Coding System (FACS).” Journal of Nonverbal Behavior 31, no. 1 (March 2007): 1–20. https://doi.org/10.1007/s10919-006-0017-z.