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 …

Deep reinforcement learning robot for search and rescue applications: Exploration in unknown cluttered environments

F Niroui, K Zhang, Z Kashino… - IEEE Robotics and …, 2019 - ieeexplore.ieee.org
Rescue robots can be used in urban search and rescue (USAR) applications to perform the
important task of exploring unknown cluttered environments. Due to the unpredictable …

Visual saliency guided complex image retrieval

H Wang, Z Li, Y Li, BB Gupta, C Choi - Pattern Recognition Letters, 2020 - Elsevier
Compared with the traditional text data, multimedia data are concise and contains rich
meanings, so people are more willing to use the multimedia data to store information. How …

Content-based image retrieval using color, shape and texture descriptors and features

MK Alsmadi - Arabian Journal for Science and Engineering, 2020 - Springer
Due to the recent technology development, the multimedia complexity is noticeably
increased and new research areas are opened relying on similar multimedia content …

Handwritten Urdu characters and digits recognition using transfer learning and augmentation with AlexNet

A Rasheed, N Ali, B Zafar, A Shabbir, M Sajid… - IEEE …, 2022 - ieeexplore.ieee.org
Automated recognition of handwritten characters and digits is a challenging task. Although a
significant amount of literature exists for automatic recognition of handwritten characters of …

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 …

A novel image retrieval based on visual words integration of SIFT and SURF

N Ali, KB Bajwa, R Sablatnig, SA Chatzichristofis… - PloS one, 2016 - journals.plos.org
With the recent evolution of technology, the number of image archives has increased
exponentially. In Content-Based Image Retrieval (CBIR), high-level visual information is …

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 …