An analytical study of information extraction from unstructured and multidimensional big data

K Adnan, R Akbar - Journal of Big Data, 2019 - Springer
Process of information extraction (IE) is used to extract useful information from unstructured
or semi-structured data. Big data arise new challenges for IE techniques with the rapid …

Exploring deep learning-based architecture, strategies, applications and current trends in generic object detection: A comprehensive review

L Aziz, MSBH Salam, UU Sheikh, S Ayub - Ieee Access, 2020 - ieeexplore.ieee.org
Object detection is a fundamental but challenging issue in the field of generic image
analysis; it plays an important role in a wide range of applications and has been receiving …

Deep learning approaches to scene text detection: a comprehensive review

T Khan, R Sarkar, AF Mollah - Artificial Intelligence Review, 2021 - Springer
In recent times, text detection in the wild has significantly raised its ability due to tremendous
success of deep learning models. Applications of computer vision have emerged and got …

Hybrid deep neural network with adaptive galactic swarm optimization for text extraction from scene images

D Pandey, BK Pandey, S Wairya - Soft Computing, 2021 - Springer
Text obtained in natural scenes contains various information; therefore, it is extensively used
in various applications to understand the image scenarios and also to retrieve the visual …

Text detection and localization in scene images: a broad review

S Mahajan, R Rani - Artificial Intelligence Review, 2021 - Springer
Nowadays, text detection and localization have gained much popularity in the field of text
analysis systems as they pave the way for the number of real-time based applications like …

[PDF][PDF] Scene Text detection and Recognition by Using Multi-Level Features Extractions Based on You Only Once Version Five (YOLOv5) and Maximally Stable …

NK El Abbadi - Al-Salam Journal for Engineering and Technology, 2023 - iasj.net
Textual information within scene images is very important in computer vision applications
such as image retrieval based on its content, Tourist translator, and Navigation systems …

A Weight Based Feature Extraction Model on Multifaceted Multimedia Bigdata Using Convolutional Neural Network.

VR Maddumala - Ingénierie des Systèmes d'Information, 2020 - search.ebscohost.com
This paper intends to present main technique for feature extraction on multimeda getting
well versed and a challenging task to handle big data. Analyzing and feature extracting …

A study on the design and implementation of an improved AdaBoost optimization mathematical algorithm based on recognition of packaging bottles

G Liu, SB Tsai - Mathematical Problems in Engineering, 2022 - Wiley Online Library
In this paper, a special design system is developed based on the design of the packaging
bottle to achieve the effective acquisition of the image of the cross‐section of the packaging …

A Review SIoT (Social Internet of Things): Techniques, Applications, Challenges and Trends

ZT Qasabeh, L Naderlou, N Ismayilova… - Azerbaijan Journal of …, 2022 - 82.194.3.83
The social or human actions in the IoT platform derive the new paradigm in the IoT
environment called the Social Internet of Things (SIoT). The Social Internet of Things is that …

Portable camera-based assistive device for real-time text recognition on various products and speech using android for blind people

S Kumar, S Mathew, N Anumula… - Innovations in Electronics …, 2020 - Springer
In this paper, we propose a model to help visually impaired persons in reading product
labels on day-to-day products. This method serves as an eye for the blind. The user is asked …