Compression of Deep Neural Networks for Image Instance Retrieval

Image instance retrieval is the problem of retrieving images from a database which contain the same object. Convolutional Neural Network (CNN) based descriptors are becoming the dominant approach for generating global image descriptors for the instance retrieval problem. One major drawback of CNN-ba...

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Bibliographic Details
Main Authors: Chandrasekhar, Vijay, Lin, Jie, Morere, Olivier, Veillard, Antoine, Duan, Lingyu, Liao, Qianli, Poggio, Tomaso A
Other Authors: Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
Format: Article
Published: Institute of Electrical and Electronics Engineers (IEEE) 2017
Online Access:http://hdl.handle.net/1721.1/112277
https://orcid.org/0000-0003-0076-621X
https://orcid.org/0000-0002-3944-0455