Sorry, you need to enable JavaScript to visit this website.

facebooktwittermailshare

Randomized Sampling-based Fly Local Sensitive Hashing

Abstract: 

Fly Local Sensitive Hashing (FLSH) is a biomimetic data-independent hashing method inspired by the mechanism of odor processing system in drosophila. In this paper,we propose a novel Randomized Sampling-based Fly Local Sensitive Hashing (rs-FLSH) to model the randomness occurred during the establishment of synapses between neurons.Significant performance improvement can be achieved by applying a novel randomized sampling scheme in rs-FLSH,in which the sample rate is modeled by a Gaussian random variable rather than a fixed value in FLSH. Experimental results on benchmark dataset show that our proposed method outperforms FLSH,and achieves considerable performance comparing to several data-dependent hashing methods.

up
0 users have voted:

Paper Details

Authors:
Yu QIAO
Submitted On:
4 October 2018 - 9:49pm
Short Link:
Type:
Poster
Event:
Presenter's Name:
Yu Qiao
Paper Code:
2213
Document Year:
2018
Cite

Document Files

ICIP Poster.pdf

Subscribe

[1] Yu QIAO, "Randomized Sampling-based Fly Local Sensitive Hashing", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3475. Accessed: Mar. 20, 2019.
@article{3475-18,
url = {http://sigport.org/3475},
author = {Yu QIAO },
publisher = {IEEE SigPort},
title = {Randomized Sampling-based Fly Local Sensitive Hashing},
year = {2018} }
TY - EJOUR
T1 - Randomized Sampling-based Fly Local Sensitive Hashing
AU - Yu QIAO
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3475
ER -
Yu QIAO. (2018). Randomized Sampling-based Fly Local Sensitive Hashing. IEEE SigPort. http://sigport.org/3475
Yu QIAO, 2018. Randomized Sampling-based Fly Local Sensitive Hashing. Available at: http://sigport.org/3475.
Yu QIAO. (2018). "Randomized Sampling-based Fly Local Sensitive Hashing." Web.
1. Yu QIAO. Randomized Sampling-based Fly Local Sensitive Hashing [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3475