The 2nd Mexican Conference on Pattern Recognition (MCPR2010) will be held in Puebla, Mexico. MCPR2010 is organized by the National Institute of Astrophysics,  Optics and Electronics, INAOE, Mexico and the Mexican Association  for Computer Vision, Neural computing and Robotics (MACVNR)  affiliated to the IAPR. MCPR2010 is a conference intended to act as a forum for exchanging scientific results and experiences, sharing new  knowledge, and increasing the co-operation between research groups  in pattern recognition and related areas, in Mexico, as well as  international cooperation.