Automatic recognition of woven fabric structural parameters: a review

S Meng, R Pan, W Gao, B Yan, Y Peng - Artificial Intelligence Review, 2022 - Springer
This paper provides a comprehensive review of automatic recognition of woven fabric
structural parameters in recent years. Fabric structural parameters mainly include fabric …

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

M Rai, P Rivas - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
Convolutional neural networks (CNNs) have become a classic approach to solving
challenging computer vision problems. Much of its success is due to its ability to discover …

Woven fabric pattern recognition and classification based on deep convolutional neural networks

MA Iqbal Hussain, B Khan, Z Wang, S Ding - Electronics, 2020 - mdpi.com
The weave pattern (texture) of woven fabric is considered to be an important factor of the
design and production of high-quality fabric. Traditionally, the recognition of woven fabric …

Enhancing CNNs Performance on Object Recognition Tasks with Gabor Initialization

P Rivas, M Rai - Electronics, 2023 - mdpi.com
The use of Gabor filters in image processing has been well-established, and these filters are
recognized for their exceptional feature extraction capabilities. These filters are usually …

Fabric weave pattern recognition and classification by machine learning

MA Rauf, M Jehanzeb, U Ullah, U Ali… - … conference of smart …, 2022 - ieeexplore.ieee.org
The fabric pattern recognition and subsequently the classification is an imperative task in
textiles. Currently, this is done manually, therefore, the need of the requirement is to develop …

Fully Automatic Weave Identification in Woven Fabrics Using Digital Image Processing

MA Qureshi, RA Butt, MZ Arfeen, N Akram - Engineering Proceedings, 2022 - mdpi.com
Fabric is an important part and parcel of our lives. In addition to fabric color and texture,
fabric weave also determines the physical appearance and physical properties of the fabric …

Modification of a convolutional neural network for the weave pattern classification

N Akram, RA Butt, M Amir - Mehran University Research Journal …, 2024 - search.informit.org
The fabric quality in textile industry is characterized by the texture (weave pattern) as it plays
a vital role for the production and design of best quality fabric. The earlier proposed …

Application of deep dictionary learning in automatic classification of woven fabric texture

B Xing, Q Shao, J Wang, X Zeng - Machine Learning, Multi Agent …, 2023 - World Scientific
This paper introduces fabric texture dataset which contains 300 labelled images to facilitate
research in developing presentation algorithm for this challenging scenario. The next …

Alzheimer's disease (AD) classification using MRI: A deep ensemble model with modified local pattern feature set

R RS, SV Pede, R Kharat, G GS… - Intelligent Decision … - content.iospress.com
The Alzheimer disease (AD) is a neurologic brain condition, which affects the cells in the
brain and eventually renders a 16 patient incapable of performing routine daily tasks. Due to …

On the Performance of Convolutional Neural Networks Initialized with Gabor Filters

M Rai - 2021 - search.proquest.com
Over the years, image recognition has been gaining popularity due to its various possible
usages. Convolutional Neural Networks (CNNs) have been the classic approach taken on …