[PDF][PDF] Comprehensive Image Classification using Hybrid CNN-LSTM Model with Advanced Feature Extraction on Coco Dataset

ZH Rasool, MAA Amir - Mustansiriyah Journal of Pure and Applied Sciences, 2024 - iasj.net
ABSTRACT A fundamental computer vision challenge is object detection, which involves
pinpointing and classifying objects in an image or video. This capability opens up many …

SightAssist: A Multi-facility Machine Learning Approach for Empowering the Visually Impaired

S Bandopadhyay, J Dutta, S Das, S Datta… - … Conference on Data …, 2024 - Springer
Blindness or visual impairment ranks among the top ten disabilities affecting both men and
women, impacting over 35 million individuals of all ages in India. Access to visual …

Innovative Image Preprocessing Methods for Enhancing OCR Accuracy in Number Plate Detection

V Nandeshwar, S Savardekar, S Pathare… - 2024 4th …, 2024 - ieeexplore.ieee.org
The accuracy of Optical Character Recognition (OCR) systems in number plate detection is
critically dependent on the quality of image preprocessing techniques. This research …

Enhancing Urban Traffic Management: Advanced Strategies in Image Recognition-Based Intelligent Traffic Monitoring.

J Pang - Traitement du Signal, 2023 - search.ebscohost.com
As urban traffic pressures escalate, intelligent traffic monitoring systems have become
instrumental in mitigating congestion and enhancing road safety. These systems, founded …

Toward Robust Image Pre-processing Steps for Vehicle Plate Recognition

M Alkalai - International Conference on Image Processing and …, 2022 - Springer
Generally, improving the quality of vehicle plate images has proved to be the key of
obtaining a promising recognition accuracy rate. Therefore, researchers tend to revisit …

SightAssist: A Multi-facility Machine Learning Approach for Empowering

S Bandopadhyay, J Dutta, S Das, S Datta… - Data Science and … - books.google.com
Blindness or visual impairment ranks among the top ten disabilities affecting both men and
women, impacting over 35 million individuals of all ages in India. Access to visual …