Semantic content-based image retrieval: A comprehensive study

A Alzu'bi, A Amira, N Ramzan - Journal of Visual Communication and …, 2015 - Elsevier
The complexity of multimedia contents is significantly increasing in the current digital world.
This yields an exigent demand for developing highly effective retrieval systems to satisfy …

[PDF][PDF] Introduction

AK Richter, R Schlusemann, H Blom… - 2023 - library.oapen.org
Introduction Page 8 Rita Schlusemann, Helwi Blom, Anna Katharina Richter, and Krystyna
Wierzbicka-Trwoga Introduction Wil man och säija sin Meening och Skääl med fåå Ordh/ som …

A new fuzzy logic-based query expansion model for efficient information retrieval using relevance feedback approach

J Singh, A Sharan - Neural Computing and Applications, 2017 - Springer
Efficient query expansion (QE) terms selection methods are really very important for
improving the accuracy and efficiency of the system by removing the irrelevant and …

Sparse contextual activation for efficient visual re-ranking

S Bai, X Bai - IEEE Transactions on Image Processing, 2016 - ieeexplore.ieee.org
In this paper, we propose an extremely efficient algorithm for visual re-ranking. By
considering the original pairwise distance in the contextual space, we develop a feature …

Fast image classification by boosting fuzzy classifiers

M Korytkowski, L Rutkowski, R Scherer - Information Sciences, 2016 - Elsevier
This paper presents a novel approach to visual objects classification based on generating
simple fuzzy classifiers using local image features to distinguish between one known class …

Rank fusion and semantic genetic notion based automatic query expansion model

J Singh, A Sharan - Swarm and Evolutionary Computation, 2018 - Elsevier
Query expansion term selection methods are really very important for improving the
accuracy and efficiency of pseudo-relevance feedback based automatic query expansion for …

A novel fuzzy logic model for pseudo-relevance feedback-based query expansion

J Singh, M Prasad, OK Prasad, E Meng Joo… - International Journal of …, 2016 - Springer
In this paper, a novel fuzzy logic-based expansion approach considering the relevance
score produced by different rank aggregation approaches is proposed. It is well known that …

A novel technique based on visual words fusion analysis of sparse features for effective content‐based image retrieval

M Yousuf, Z Mehmood, HA Habib… - Mathematical …, 2018 - Wiley Online Library
Content‐based image retrieval (CBIR) is a mechanism that is used to retrieve similar images
from an image collection. In this paper, an effective novel technique is introduced to improve …

Convolutional neural networks for relevance feedback in content based image retrieval: A Content based image retrieval system that exploits convolutional neural …

L Putzu, L Piras, G Giacinto - Multimedia Tools and Applications, 2020 - Springer
Given the great success of Convolutional Neural Network (CNN) for image representation
and classification tasks, we argue that Content-Based Image Retrieval (CBIR) systems could …

Regularized diffusion process on bidirectional context for object retrieval

S Bai, X Bai, Q Tian, LJ Latecki - IEEE Transactions on Pattern …, 2018 - ieeexplore.ieee.org
Diffusion process has advanced object retrieval greatly as it can capture the underlying
manifold structure. Recent studies have experimentally demonstrated that tensor product …