Analysis of recent deep learning techniques for Arabic handwritten-text OCR and post-OCR correction

R Najam, S Faizullah - Applied Sciences, 2023 - mdpi.com
Arabic handwritten-text recognition applies an OCR technique and then a text-correction
technique to extract the text within an image correctly. Deep learning is a current paradigm …

Disentanglement and Compositionality of Letter Identity and Letter Position in Variational Auto-Encoder Vision Models

B Bianchi, A Agrawal, S Dehaene, E Chemla… - arxiv preprint arxiv …, 2024 - arxiv.org
Human readers can accurately count how many letters are in a word (eg, 7 in``buffalo''),
remove a letter from a given position (eg,``bufflo'') or add a new one. The human brain of …

VQA-CLPR: Turning a Visual Question Answering Model into a Chinese License Plate Recognizer

G Lv, X Jiang, Y Sun, W Ni, F Nian - International Conference on Image …, 2023 - Springer
This paper proposes a new method, VQA-CLPR, to transfer multimodal pretrained Visual
Question Answering (VQA) model to Chinese License Plate Recognition (CLPR) …

Next-Generation License Plate Detection and Recognition System Using YOLOv8

A Amin, R Mumtaz, MJ Bashir… - 2023 IEEE 20th …, 2023 - ieeexplore.ieee.org
In the evolving landscape of traffic management and vehicle surveillance, efficient license
plate detection and recognition are indispensable. Historically, many methodologies have …

An Efficient Layout Index Characters for Automatic License Plate Recognition System Based on the YOLO-v8 Detector

A Saad, UU Sheikh… - 2024 IEEE 8th International …, 2024 - ieeexplore.ieee.org
Automatic License Plate Recognition (ALPR) systems have been widely used for traffic
management, law enforcement, and security. Previous ALPR methods have achieved …

Deep Learning for License Plate Number Recognition: A Survey

Z Fu - 2024 International Conference on Cyber-Physical …, 2024 - ieeexplore.ieee.org
With the continuous development of deep learning technology, object detection has become
an important research direction in this field. The purpose of this study is to review the deep …

Attention on Attention as a part of decoder for the vehicle license plate recognition

Y Zhumabay - 2024 IEEE AITU: Digital Generation, 2024 - ieeexplore.ieee.org
The attention mechanism is getting widely used in modern research papers to solve
computer vision problems by showing great results, even optical character recognition tasks …

[PDF][PDF] FLYPE: Multitask Prompt Tuning for Multimodal Human Understanding of Social Media.

B Peng, C Wu, W He, W Thorne, A Villavicencio… - MUWS@ CIKM, 2023 - ceur-ws.org
Large-scale pretraining and instruction tuning has facilitated visual language understanding
on general purposes with broad competence. Social media processing will be highly benefit …

Deep Learning in Automation of Checking Homework Assignments

EV Karmanova, IV Gavrilova… - 2023 International …, 2023 - ieeexplore.ieee.org
The article deals with the current issues of knowledge management automation. The authors
describe the possibilities of deep learning methods for checking homework and control tasks …