Visualization of class-conditional data-driven attributes in consumer videos

     


    Visualization of the paper "Learning Multi-modal Latent Attributes" TPAMI 14. Red points are the feature interest points of class-conditional attributes. For examples, stage and dancing for non-music performance class; ice dancing for non-music performance class; moving objects in parade class; bride and bridesmaid in wedding ceremony class; stage and dancing people in non-music classes

      Data-driven attributes to re-discover User-defined attribute in consumer videos

      Visualization of the paper "Learning Multi-modal Latent Attributes", TPAMI 14 Red points are generalized free data-driven latent attribute. Blue points are the feature points re-discovered by data-driven attributes if their corresponding user-defined attributes are not included in the training set.