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Local Characterisation and Detection of Woven Fabric Texture Based on a Sparse Dictionary
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Local Characterisation and Detection of Woven Fabric Texture Based on a Sparse Dictionary

By: Ying Wu,  Ren Wang,  Lin Lou,  Lali Wang and  Jun Wang  
Open Access
|Sep 2022

Figures & Tables

Fig. 1

Procedure of fabric characterisation and defect detection
Procedure of fabric characterisation and defect detection

Fig. 2

Flow chart of a small patch partition
Flow chart of a small patch partition

Fig. 3

Visual reconstruction samples with different dictionary sizes: (a) reconstruction of plain fabric image; (b) reconstruction of twill fabric image.
Visual reconstruction samples with different dictionary sizes: (a) reconstruction of plain fabric image; (b) reconstruction of twill fabric image.

Fig. 4

Representation result of the fabric samples with different dictionary sizes k: (a) PSNR; (b) SSIM
Representation result of the fabric samples with different dictionary sizes k: (a) PSNR; (b) SSIM

Fig. 5

Representation results for two fabric samples: (a) and (b) are plain fabric's PSNR and SSIM for different patch sizes with various sparse cardinality T; (c) and (d) are twill fabric's PSNR and SSIM for different patch sizes with various sparse cardinality T
Representation results for two fabric samples: (a) and (b) are plain fabric's PSNR and SSIM for different patch sizes with various sparse cardinality T; (c) and (d) are twill fabric's PSNR and SSIM for different patch sizes with various sparse cardinality T

Fig. 6

Original fabric sample with different weave patterns: (a) plain, (b) twill, (c) weft satin,(d) warp satin, (e) basket weave, (f) honeycomb, (g) compound twill, (h) diamond twill
Original fabric sample with different weave patterns: (a) plain, (b) twill, (c) weft satin,(d) warp satin, (e) basket weave, (f) honeycomb, (g) compound twill, (h) diamond twill

Fig. 7

Reconstructed fabric samples: (a) plain, (b) twill, (c) weft satin, (d) warp satin, (e) basket weave, (f) honeycomb, (g) compound twill, (h) diamond twill.
Reconstructed fabric samples: (a) plain, (b) twill, (c) weft satin, (d) warp satin, (e) basket weave, (f) honeycomb, (g) compound twill, (h) diamond twill.

Fig. 8

Representation results of all test samples; (a) PSNR, (b) SSIM
Representation results of all test samples; (a) PSNR, (b) SSIM

Fig. 9

Fabric defect detection result
Fabric defect detection result

Texture period for various weave patterns, for every weave pattern, the left is warp period and the right is weft period

No. SamplePlaintwillwarp satinweft satinbasket weavehoney combcompound twilldiamond twill
111171414519151411105520222520
2677105513178710101118179
3336714171410689121113169
4778612136167716141512129
511899281417236692613122828
Average88991314131688101314152015
DOI: https://doi.org/10.2478/ftee-2022-0020 | Journal eISSN: 2300-7354 | Journal ISSN: 1230-3666
Language: English
Page range: 33 - 40
Published on: Sep 28, 2022
Published by: Łukasiewicz Research Network, Institute of Biopolymers and Chemical Fibres
In partnership with: Paradigm Publishing Services
Publication frequency: Volume open

© 2022 Ying Wu, Ren Wang, Lin Lou, Lali Wang, Jun Wang, published by Łukasiewicz Research Network, Institute of Biopolymers and Chemical Fibres
This work is licensed under the Creative Commons Attribution 3.0 License.