Gabor-based kernel self-optimization Fisher discriminant for optical character segmentation from text-image-mixed document

JB Li, M Li, JS Pan, SC Chu, JF Roddick - Optik, 2015 - Elsevier
… classification: Kernel self-optimization Fisher discriminant After the Gabor-based texture of
… a novel classification method called Kernel self-optimization Fisher Discriminant (KSFD) for …

Efficient character segmentation approach for machine-typed documents

V Vučković, B Arizanović - Expert Systems with Applications, 2017 - Elsevier
characters in the document image. The decision-making logic used in the process of character
segmentation … Beside the character segmentation approach, the ultra-fast architecture for …

Improving capabilities for visually challenged person in library environment

DK Kumar, SK Thangavel - 2017 4th International Conference …, 2017 - ieeexplore.ieee.org
… recognize the characters from segmented text region, kernel … Then kernel selfoptimization
fisher discriminant is used for … optical character recognition is used to recognize characters. …

A review of convolutional neural networks and gabor filters in object recognition

M Rai, P Rivas - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
… on the texture segmentation, and this segmentation is the main … But, granted the power of
CNN in self-optimization, we … Transform (DWT) and Gabor based feature. When most of the …

[图书][B] Kernel learning algorithms for face recognition

JB Li, SC Chu, JS Pan - 2014 - Springer
kernel discriminant analysis, this report presents the Nonparametric … , Gabor-based face
recognition technology is discussed. The use of Gabor filter sets for image segmentation has …

[PDF][PDF] General Character Segmentation Approach for Machine-Typed Documents

V Vučković, B Arizanović - etran.rs
… “Gabor-based kernel selfoptimization Fisher discriminant for optical character segmentation
from text-image-mixed document,” Optik - International Journal for Light and Electron Optics, …

A new watershed model based system for character segmentation in degraded text lines

AS Kavitha, P Shivakumara, GH Kumar, T Lu - AEU-International Journal of …, 2017 - Elsevier
… the segmentation of text lines, the segmentation of characterscharacters with an Optical
Character Recognizer (OCR) engine. … on the result of character segmentation from text lines. It is …

[HTML][HTML] Enhancing CNNs Performance on Object Recognition Tasks with Gabor Initialization

P Rivas, M Rai - Electronics, 2023 - mdpi.com
… in favor of using Gabor-based methods for initializing the … been favored for their self-optimization
through gradient descent … filter would suffice for most texture segmentation tasks ( σ x = σ …

Efficient image compression and decompression algorithms for OCR systems

B Arizanović, V Vučković - Facta Universitatis, Series …, 2018 - casopisi.junis.ni.ac.rs
Gabor-based kernel self-optimization Fisher discriminant for optical character segmentation
from text-image-mixed document”, Optik - International Journal for Light and Electron Optics, …

[PDF][PDF] Enhancing CNNs Performance on Object Recognition Tasks with Gabor Initialization. Electronics 2023, 1, 0

P Rivas, M Rai - 2016 - rivas.ai
… in favor of using Gabor-based methods for initializing the … favored for their self-optimization
through gradient descent on a … filter would suffice for most texture segmentation tasks (σx = σy)…