[HTML][HTML] Improvement of image binarization methods using image preprocessing with local entropy filtering for alphanumerical character recognition purposes

H Michalak, K Okarma - entropy, 2019 - mdpi.com
Automatic text recognition from the natural images acquired in uncontrolled lighting
conditions is a challenging task due to the presence of shadows hindering the shape …

License plate image generation using generative adversarial networks for end-to-end license plate character recognition from a small set of real images

BG Han, JT Lee, KT Lim, DH Choi - Applied Sciences, 2020 - mdpi.com
License Plate Character Recognition (LPCR) is a technology for reading vehicle registration
plates using optical character recognition from images and videos, and it has a long history …

A smart camera for the surveillance of vehicles in intelligent transportation systems

R Baran, T Rusc, P Fornalski - Multimedia Tools and Applications, 2016 - Springer
The paper presents a smart camera aimed at security and law enforcement applications for
intelligent transportation systems. An extended background is presented first as a scholar …

A review on pixel-based binarization of gray images

A Shrivastava, DK Srivastava - Proceedings of the International Congress …, 2016 - Springer
This paper presents a review study on binarization of gray images. Binarization is a
technique by which an image is converted into bits. It is an important step in most document …

License plate recognition system using artificial neural networks

İ Türkyılmaz, K Kaçan - Etri Journal, 2017 - Wiley Online Library
A high performance license plate recognition system (LPRS) is proposed in this work. The
proposed LPRS is composed of the following three main stages:(i) plate region …

[HTML][HTML] Robust combined binarization method of non-uniformly illuminated document images for alphanumerical character recognition

H Michalak, K Okarma - Sensors, 2020 - mdpi.com
Image binarization is one of the key operations decreasing the amount of information used
in further analysis of image data, significantly influencing the final results. Although in some …

Real‐time license plate detection in high‐resolution videos using fastest available cascade classifier and core patterns

BG Han, JT Lee, KT Lim, Y Chung - Etri Journal, 2015 - Wiley Online Library
We present a novel method for real‐time automatic license plate detection in high‐resolution
videos. Although there have been extensive studies of license plate detection since the …

Automatic container code recognition from multiple views

Y Yoon, KD Ban, H Yoon, J Kim - Etri Journal, 2016 - Wiley Online Library
Automatic container code recognition from a captured image is used for tracking and
monitoring containers, but often fails when the code is not captured clearly. In this paper, we …

Overview of segmentation X-Ray medical images using image processing technique

WA Mustafa, NM Salleh, SZS Idrus… - Journal of Physics …, 2020 - iopscience.iop.org
Image processing techniques have been used in a wide variety of applications nowadays to
enhance the quality of raw image data. Today, image segmentation or detection of x-tray …

Fast adaptive image binarization using the region based approach

H Michalak, K Okarma - Artificial Intelligence and Algorithms in Intelligent …, 2019 - Springer
Adaptive binarization of unevenly lightened images is one of the key issues in document
image analysis and further text recognition. As the global thresholding leads to improper …