Authors :
Navyashree. B.C, Aditi Ravichandra
Volume/Issue :
Volume 5 - 2020, Issue 4 - April
Google Scholar :
http://bitly.ws/9nMw
Scribd :
https://bit.ly/2WQuR6R
Abstract :
Content Based Image retrieval is a process of
retrieving the images similar to the query image. The
most tedious job is retrieving an accurate image for the
query image. The collection of images retrieved must be
accurate at the same time efficient. The retrieved
images are accurate or not can be known only by the
direct feedback of the users. The aim of this paper , is to
retrieve images similar to the query image by using
Faster Region-based Convolutional Neural
Networks.Computation of a correlation-based feature
matrix is made that comprises of contextual information
from the retrieval list which fed into a faster regionbased convolutional neural network regression model
for evaluating the quality of the retrieved images.
Keywords :
CBIR, Neural networks, Faster RCNN, image retrieval, image processing
Content Based Image retrieval is a process of
retrieving the images similar to the query image. The
most tedious job is retrieving an accurate image for the
query image. The collection of images retrieved must be
accurate at the same time efficient. The retrieved
images are accurate or not can be known only by the
direct feedback of the users. The aim of this paper , is to
retrieve images similar to the query image by using
Faster Region-based Convolutional Neural
Networks.Computation of a correlation-based feature
matrix is made that comprises of contextual information
from the retrieval list which fed into a faster regionbased convolutional neural network regression model
for evaluating the quality of the retrieved images.
Keywords :
CBIR, Neural networks, Faster RCNN, image retrieval, image processing
