[Paper] Visual Instance Retrieval with Deep Convolutional Networks

• Published in: ITE TRANSACTIONS ON MEDIA TECHNOLOGY AND APPLICATIONS Vol. 4; no. 3; pp. 251 - 258
• Main Authors: Razavian, Ali S., Sullivan, Josephine, Carlsson, Stefan, Maki, Atsuto
• Format: Journal Article
• Language: English
• Published: 2016
• Subjects: Convolutional network; Learning representation; Multi-resolution search; Visual instance retrieval

This paper provides an extensive study on the availability of image representations based on convolutional networks (ConvNets) for the task of visual instance retrieval. Besides the choice of convolutional layers, we present an efficient pipeline exploiting multi-scale schemes to extract local featu...