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 …
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
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 …
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) …
Question Answering (VQA) model to Chinese License Plate Recognition (CLPR) …
Next-Generation License Plate Detection and Recognition System Using YOLOv8
In the evolving landscape of traffic management and vehicle surveillance, efficient license
plate detection and recognition are indispensable. Historically, many methodologies have …
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
Automatic License Plate Recognition (ALPR) systems have been widely used for traffic
management, law enforcement, and security. Previous ALPR methods have achieved …
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 …
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 …
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.
Large-scale pretraining and instruction tuning has facilitated visual language understanding
on general purposes with broad competence. Social media processing will be highly benefit …
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 …
describe the possibilities of deep learning methods for checking homework and control tasks …