TY - CONF AU - Hugo Jair Escalante AU - Victor Ponce AU - Jun Wan AU - Michael A. Riegler AU - Baiyu Chen AU - Albert Clapes AU - Sergio Escalera AU - Isabelle Guyon AU - Xavier Baro AU - Pal Halvorsen AU - Henning Muller AU - Martha Larson A2 - ICPR PY - 2016// TI - ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An Overview BT - 23rd International Conference on Pattern Recognition N2 - This paper provides an overview of the Joint Contest on Multimedia Challenges Beyond Visual Analysis. We organized an academic competition that focused on four problems that require effective processing of multimodal information in order to be solved. Two tracks were devoted to gesture spotting and recognition from RGB-D video, two fundamental problems for human computer interaction. Another track was devoted to a second round of the first impressions challenge of which the goal was to develop methods to recognize personality traits fromshort video clips. For this second round we adopted a novel collaborative-competitive (i.e., coopetition) setting. The fourth track was dedicated to the problem of video recommendation for improving user experience. The challenge was open for about 45 days, and received outstanding participation: almost200 participants registered to the contest, and 20 teams sent predictions in the final stage. The main goals of the challenge were fulfilled: the state of the art was advanced considerably in the four tracks, with novel solutions to the proposed problems (mostly relying on deep learning). However, further research is still required. The data of the four tracks will be available toallow researchers to keep making progress in the four tracks. UR - http://gesture.chalearn.org/2016-looking-at-people-eccv-workshop-challenge L1 - http://refbase.cvc.uab.es/files/EPW2016.pdf UR - http://dx.doi.org/10.1109/ICPR.2016.7899609 N1 - HuPBA; 602.143;MV ID - Hugo Jair Escalante2016 ER -