You look so different! Haven't I seen you a long time ago?

Ehsan Yaghoubi, Diana Borza, Bruno Degardin, Hugo Proença

Abstract: Highlights•Short-term re-identification methods rely on cloth color and texture to re-identify people.•ID-unrelated features in the person representation degrade the long-term person reidentification accuracy.•Recognizing face, body shape, height, and weight helps the cloth-changing re-identification.•The proposed model re-identifies people using the identity-based soft biometrics clues.