A distributed source autoencoder of local visual descriptors for 3D reconstruction

•Application of a deep learning to the compression of local visual descriptors.•Combination of distributed source coding and autoencoders.•Definition of a low-complexity encoder suitable for mobile low-cost boards.•Competitive compression and reconstruction performances w.r.t existing solutions.•Opt...

Full description

Saved in:

Bibliographic Details
Published in:	Pattern recognition letters Vol. 146; pp. 193 - 199
Main Author:	Milani, Simone
Format:	Journal Article
Language:	English
Published:	Amsterdam Elsevier B.V 01.06.2021 Elsevier Science Ltd
Subjects:	Autoencoder Cameras Coding Computer applications Distributed source coding Distributed vision networks Embedding Local descriptor coding Receivers-Decoders Reconstruction Structure-from-Motion Distributed vision networks Autoencoder Local descriptor coding Structure-from-Motion Distributed source coding
ISSN:	0167-8655, 1872-7344
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!