Skip to content

Releases: bahmanabbassi/CLE2D

CLE2D-v2.0

16 Mar 18:10
@bahmanabbassi bahmanabbassi
CLE2D-v2.0
5e8b18f
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Verified
Learn about vigilant mode.

Choose a tag to compare

View all tags
CLE2D-v2.0 Latest
Latest

CLE2D is a MATLAB GUI tool for 2D curvilinear lineament extraction. It harnesses advanced unsupervised source separation techniques, including Principal Component Analysis (PCA), Continuous Wavelet Transforms (CWT), and Bayesian Optimization, to provide a solution for curvilinear lineament extraction in geophysical and geoscientific data analysis.

This program is designed to run on any Windows-based personal computer with at least 8 GB of RAM. Increasing the RAM size allows larger images to be processed at once. Since large matrices are operating in this program, the read/write speed of the storage is also essential. A solid-state drive (SSD) with a non-volatile memory express interface (NVMe) is recommended. CLE2D is provided in MATLAB M-File format. M-Files require MATLAB 2025b version 25.2 (and later) to run. To use the program, copy the downloaded repository folder (M-files and data sets) to your desired directory. Locate the M-Files in the current folder of MATLAB and then type CLE2D in the MATLAB Command Window. This interface offers comprehensive tools for curvilinear lineament extraction with a user-friendly design, ensuring that users can easily manipulate and visualize geoscientific data.

Please cite the software as:

Abbassi, B., Cheng, L.Z., 2024. Curvilinear Lineament Extraction: Bayesian Optimization of Principal Component Wavelet Analysis and Hysteresis Thresholding, Computers & Geosciences, 2024,105768, ISSN 0098-3004, https://doi.org/10.1016/j.cageo.2024.105768

Full Changelog: CLE2D...CLE2D-v2.0

Assets 53
  • centerRows.m
    sha256:c550d6c6332b03e202925670e416aede148a2933ceba8da2f8b72b87599f0979
    754 Bytes 2026-03-16T18:14:01Z
  • CLE2D.m
    sha256:9b7296850332a294192c753d657f4e8f205c2a1a8f6e63de8ee149359e414462
    122 KB 2026-03-16T18:14:01Z
  • CLE2D.mlapp
    sha256:bc4a6e61ed4ae9e3bac5b72ecf7d378493deb679c228787e6382b56ab9e9d42b
    149 KB 2026-03-16T18:14:00Z
  • CLE2D.User.Manual.ver.1.1.-.July.2024.pdf
    sha256:f38b93bdabfcf75de3738570455b16c6bfd843611e15d2a35b9baeda280a480b
    2.48 MB 2026-03-16T18:14:01Z
  • cwt2d.m
    sha256:839fdf388530517a70b554e42b9350b8987794b3fa214795081a3fc04e8a106e
    5.15 KB 2026-03-16T18:14:02Z
  • cwt2D_DerGus.m
    sha256:9b816f8146ef99643018b4a843c3ed7317b6fcc2cfc646facf980c13d6f1111a
    6.23 KB 2026-03-16T18:14:02Z
  • dergauss2d.m
    sha256:b8ff559dc0b2262719ba65839d0b63b9b052de6937e75c075ca360c7698742af
    2.71 KB 2026-03-16T18:14:02Z
  • Digitized.Faults.jpg
    sha256:1049816e763bd0881baa7994164165fb7391a71337943a54891474dd431ecb16
    61.3 KB 2026-03-16T18:14:03Z
  • Faults.Coordinates.txt
    sha256:57e4cb5cdfda524798ba52a0f8a7ab10700314dfcff1e029457fc5b4a0b13a7a
    46 Bytes 2026-03-16T18:14:03Z
  • fig.m
    sha256:34abd28036a9e5f8b72baebde59c87d44df096506096b2cb0564c134806a4b21
    6.94 KB 2026-03-16T18:14:03Z
  • Source code (zip)
    2025-08-02T15:43:01Z
  • Source code (tar.gz)
    2025-08-02T15:43:01Z

CLE2D-v1.0

16 Mar 17:58
@bahmanabbassi bahmanabbassi
CLE2D
d87174d
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Verified
Learn about vigilant mode.

Choose a tag to compare

View all tags
CLE2D-v1.0

CLE2D is a MATLAB GUI tool for 2D curvilinear lineament extraction. It harnesses advanced unsupervised source separation techniques, including Principal Component Analysis (PCA), Continuous Wavelet Transforms (CWT), and Bayesian Optimization, to provide a solution for curvilinear lineament extraction in geophysical and geoscientific data analysis.

This program is designed to run on any Windows-based personal computer with at least 8 GB of RAM. Increasing the RAM size allows larger images to be processed at once. Since large matrices are operating in this program, the read/write speed of the storage is also essential. A solid-state drive (SSD) with a non-volatile memory express interface (NVMe) is recommended. CLE2D is provided in MATLAB M-File format. M-Files require MATLAB 2024a version 25.1 (and later) to run. To use the program, copy the downloaded repository folder (M-files and data sets) to your desired directory. Locate the M-Files in the current folder of MATLAB and then type CLE2D in the MATLAB Command Window. This interface offers comprehensive tools for curvilinear lineament extraction with a user-friendly design, ensuring that users can easily manipulate and visualize geoscientific data.

Please cite the software as:

Abbassi, B., Cheng, L.Z., 2024. Curvilinear Lineament Extraction: Bayesian Optimization of Principal Component Wavelet Analysis and Hysteresis Thresholding, Computers & Geosciences, 2024,105768, ISSN 0098-3004, https://doi.org/10.1016/j.cageo.2024.105768

Loading