Gait Energy Image Restoration Using Generative Adversarial Networks

• Published in: Proceedings - International Conference on Image Processing pp. 2596 - 2600
• Main Authors: Babaee, Maryam, Zhu, Yue, Kopuklu, Okan, Hormann, Stefan, Rigoll, Gerhard
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.09.2019
• Subjects: Feature extraction; Gait Energy Image; Gait recognition; Generative adversarial networks; Generators; Image reconstruction; Legged locomotion; Training

Gait is a biometric property that can be used for human identification in video surveillance. Basically, different gait features require motion of a person walking over one complete gait cycle. For example, in Gait Energy Image (GEI), average of silhouette images over one complete gait cycle is comp...