Hardness Prediction for More Reliable Attribute-based Person Re-identification

Recognition of person attributes in surveillance camera imagery is often used as an auxiliary cue in person re-identification approaches. Additionally, increasingly more attention is being payed to the cross modal task of person re-identification based purely on attribute queries. In both of these settings, the reliability of attribute predictions is crucial for success. However, the task attribut...