Group Invariant Deep Representations for Image Instance Retrieval

Group Invariant Deep Representations for Image Instance Retrieval

Most image instance retrieval pipelines are based on comparison of vectors known as global image descriptors between a query image and the database images. Due to their success in large scale image classification, representations extracted from Convolutional Neural Networks (CNN) are quickly gaining...

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Bibliographic Details
Main Authors: Morère, Olivier, Veillard, Antoine, Lin, Jie, Petta, Julie, Chandrasekhar, Vijay, Poggio, Tomaso
Format: Technical Report
Language:en_US
Published: Center for Brains, Minds and Machines (CBMM) 2016
Subjects:
Global Image Descriptors
Convolutional Neural Networks (CNN)
Online Access:http://hdl.handle.net/1721.1/100796

Internet

http://hdl.handle.net/1721.1/100796

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