Content‐Based Image Retrieval and Feature Extraction: A Comprehensive Review

A Latif, A Rasheed, U Sajid, J Ahmed… - Mathematical …, 2019 - Wiley Online Library
Multimedia content analysis is applied in different real‐world computer vision applications,
and digital images constitute a major part of multimedia data. In last few years, the …

Remote sensing image classification: A comprehensive review and applications

M Mehmood, A Shahzad, B Zafar… - Mathematical …, 2022 - Wiley Online Library
Remote sensing is mainly used to investigate sites of dams, bridges, and pipelines to locate
construction materials and provide detailed geographic information. In remote sensing …

Satellite and scene image classification based on transfer learning and fine tuning of ResNet50

A Shabbir, N Ali, J Ahmed, B Zafar… - Mathematical …, 2021 - Wiley Online Library
Image classification has gained lot of attention due to its application in different computer
vision tasks such as remote sensing, scene analysis, surveillance, object detection, and …

Multi-modal active learning with deep reinforcement learning for target feature extraction in multi-media image processing applications

G Dhiman, AV Kumar, R Nirmalan, S Sujitha… - Multimedia Tools and …, 2023 - Springer
The advancement in on demand Multimedia Streaming Applications (MAS) enables faster
video transmission as per the user request in various fields. This system suffers from poor …

A novel discriminating and relative global spatial image representation with applications in CBIR

B Zafar, R Ashraf, N Ali, MK Iqbal, M Sajid, SH Dar… - Applied Sciences, 2018 - mdpi.com
The requirement for effective image search, which motivates the use of Content-Based
Image Retrieval (CBIR) and the search of similar multimedia contents on the basis of user …

Weakly supervised fruit counting for yield estimation using spatial consistency

E Bellocchio, TA Ciarfuglia… - IEEE Robotics and …, 2019 - ieeexplore.ieee.org
Fruit counting is a fundamental component for yield estimation applications. Most of the
existing approaches address this problem by relying on fruit models (ie, by using object …

A hybrid geometric spatial image representation for scene classification

N Ali, B Zafar, F Riaz, S Hanif Dar, N Iqbal Ratyal… - PloS one, 2018 - journals.plos.org
The recent development in the technology has increased the complexity of image contents
and demand for image classification becomes more imperative. Digital images play a vital …

[Retracted] Application of Intelligent Image Color Technology in Teaching Chinese Painting Color

B Zhu, J Zhu - Security and Communication Networks, 2022 - Wiley Online Library
This paper presents an in‐depth analysis and research on the application of intelligent
image color technology in teaching Chinese painting color. A feature reorganization‐based …

Building discriminative features of scene recognition using multi-stages of inception-ResNet-v2

A Khan, A Chefranov, H Demirel - Applied Intelligence, 2023 - Springer
Scene recognition is a challenging problem due to intra-class variations and inter-class
similarities. Traditional methods and convolutional neural networks (CNN) represent the …

An efficient content based image retrieval using enhanced multi-trend structure descriptor

S Sathiamoorthy, M Natarajan - SN Applied Sciences, 2020 - Springer
This paper contributes a new variant of multi-trend structure descriptor (MTSD) for efficient
content based image retrieval. The proposed variant of MTSD encodes color/edge …