Dataset (http://vcla.stat.ucla.edu/dataset/car-fluents%20dataset.rarfor the paper:

[1]  Bo Li, Tianfu Wu , Caiming Xiong and Song-Chun Zhu, Recognizing Car Fluents from Videos, CVPR 2016 (Oral).