An effective hybrid framework for content based image retrieval (CBIR)

UA Khan, A Javed, R Ashraf - Multimedia Tools and Applications, 2021 - Springer
In recent years, we have witnessed a massive growth in the generation of images on the
cyberspace which demands to develop automated solutions for effective content …

An effective content-based image retrieval technique for image visuals representation based on the bag-of-visual-words model

S Jabeen, Z Mehmood, T Mahmood, T Saba… - PloS one, 2018 - journals.plos.org
For the last three decades, content-based image retrieval (CBIR) has been an active
research area, representing a viable solution for retrieving similar images from an image …

Scene analysis and search using local features and support vector machine for effective content-based image retrieval

U Sharif, Z Mehmood, T Mahmood, MA Javid… - Artificial Intelligence …, 2019 - Springer
Despite broad investigation in content-based image retrieval (CBIR), issue to lessen the
semantic gap between high-level semantics and local attributes of the image is still an …

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 …

Content-based image retrieval and semantic automatic image annotation based on the weighted average of triangular histograms using support vector machine

Z Mehmood, T Mahmood, MA Javid - Applied Intelligence, 2018 - Springer
In recent years, the rapid growth of multimedia content makes content-based image retrieval
(CBIR) a challenging research problem. The content-based attributes of the image are …

Content-based image retrieval based on visual words fusion versus features fusion of local and global features

Z Mehmood, F Abbas, T Mahmood, MA Javid… - Arabian Journal for …, 2018 - Springer
Due to the advancements in digital technologies and social networking, image collections
are growing exponentially. The important aim in content-based image retrieval (CBIR) is to …

A novel method for content-based image retrieval to improve the effectiveness of the bag-of-words model using a support vector machine

A Sarwar, Z Mehmood, T Saba… - Journal of …, 2019 - journals.sagepub.com
The advancements in the multimedia technologies result in the growth of the image
databases. To retrieve images from such image databases using visual attributes of the …

Modeling user rating preference behavior to improve the performance of the collaborative filtering based recommender systems

M Ayub, MA Ghazanfar, Z Mehmood, T Saba… - PloS one, 2019 - journals.plos.org
One of the main concerns for online shopping websites is to provide efficient and
customized recommendations to a very large number of users based on their preferences …

Boosting the performance of the BoVW model using SURF–CoHOG-based sparse features with relevance feedback for CBIR

F Baig, Z Mehmood, M Rashid, MA Javid… - Iranian Journal of …, 2020 - Springer
The content-based image retrieval (CBIR) based on sparse visual features is a challenging
research problem to categorize images into semantically meaningful classes. Different …

[HTML][HTML] A hybrid CBIR system using novel local tetra angle patterns and color moment features

UA Khan, A Javed - Journal of King Saud University-Computer and …, 2022 - Elsevier
The exponential growth of communal media platforms including Facebook and Twitter, and
the accessibility of low-cost digital capturing devices have generated an enormous number …