Improving Deep Models of Person Re-identification for Cross-Dataset Usage

no code implementations • 23 Jul 2018 • Sergey Rodionov, Alexey Potapov, Hugo Latapie, Enzo Fenoglio, Maxim Peterson

Person re-identification (Re-ID) is the task of matching humans across cameras with non-overlapping views that has important applications in visual surveillance.

Person Re-Identification

Metric Embedding Autoencoders for Unsupervised Cross-Dataset Transfer Learning

no code implementations • 18 Jul 2018 • Alexey Potapov, Sergey Rodionov, Hugo Latapie, Enzo Fenoglio

Cross-dataset transfer learning is an important problem in person re-identification (Re-ID).

Person Re-Identification Transfer Learning

Semantic Image Retrieval by Uniting Deep Neural Networks and Cognitive Architectures

no code implementations • 14 Jun 2018 • Alexey Potapov, Innokentii Zhdanov, Oleg Scherbakov, Nikolai Skorobogatko, Hugo Latapie, Enzo Fenoglio

Image and video retrieval by their semantic content has been an important and challenging task for years, because it ultimately requires bridging the symbolic/subsymbolic gap.

Image Retrieval object-detection +3