Dpf-s2s: A novel dual-pathway-fusion-based sequence-to-sequence text recognition model

Y Zhang, P Wu, H Li, Y Liu, FE Alsaadi, N Zeng - Neurocomputing, 2023 - Elsevier
In this paper, a novel dual-pathway-fusion-based sequence-to-sequence learning model
(DPF-S2S) is proposed for text recognition in the wild, which mainly focuses on enriching the …

Traffic sign recognition using proposed lightweight twig-net with linear discriminant classifier for biometric application

A Batool, MW Nisar, MA Khan, JH Shah, U Tariq… - Image and Vision …, 2023 - Elsevier
The development and rise in Artificial Intelligence (AI) applications including Intelligent
Transport System (ITS) has significantly reshaped and transformed. A key research area that …

Real-Time Navigation Roads: Lightweight and Efficient Convolutional Neural Network (LE-CNN) for Arabic Traffic Sign Recognition in Intelligent Transportation …

AA Khalifa, WM Alayed, HM Elbadawy, RA Sadek - Applied Sciences, 2024 - mdpi.com
Smart cities are now embracing the new frontier of urban living, with advanced technology
being used to enhance the quality of life for residents. Many of these cities have developed …

A Robust Intelligent System for Text-Based Traffic Signs Detection and Recognition in Challenging Weather Conditions

S Khalid, JH Shah, M Sharif, F Dahan, R Saleem… - IEEE …, 2024 - ieeexplore.ieee.org
Traffic signs have great importance regarding smooth traffic flow and safe driving. However,
due to many distractions and capricious factors, spotting and perceiving them may become …

[PDF][PDF] Text-Based Traffic Panels Detection using the Tiny YOLOv3 Algorithm

S Kheirinejad, N Riahi, R Azmi - J. Eng. Res. Sci, 2022 - pdfs.semanticscholar.org
Lately, traffic panel detection has been engrossed by academia and industry. This study
proposes a new categorization method for traffic panels. The traffic panels are classified into …

Image Transformation based on Computer Vision to detect Multilingual Sign Board

SM Ahmed, A Wahid - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Text written in Urdu is cursive and belongs to the same non-Latin family as Arabic, Chinese,
and Hindi. Recognizing individual ligatures in natural scene photographs is difficult due to …