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Isaack Kamanga

Dar es Salaam Institute of Technology

SCHOLARLY PAPERS

3

DOWNLOADS

245

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Performance Enhancement for Φ-Otdr Event Classification System Using Image-Encoding and Cyclegan Data Augmentation

Number of pages: 42 Posted: 13 Jan 2025
Isaack Kamanga, Zhi Wang, Zhu Guo, Liu Fei and Xian Zhou
Dar es Salaam Institute of Technology, University of Science and Technology Beijing, University of Science and Technology Beijing, University of Science and Technology Beijing and University of Science and Technology Beijing
Downloads 96 (736,406)

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Φ-OTDR, CNN, MFCC, CycleGAN, Deep Learning, Classification accuracy

2.

Enhancing Φ-Otdr Vibration Event Classification by Stacking Mfccs and Differential Phase Features Using Cnns

Number of pages: 19 Posted: 22 Aug 2024
Isaack Kamanga, Zhu Guo, Zhi Wang, Liu Fei and Xian Zhou
Dar es Salaam Institute of Technology, University of Science and Technology Beijing, University of Science and Technology Beijing, University of Science and Technology Beijing and University of Science and Technology Beijing
Downloads 94 (747,755)

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DAS, Φ-OTDR, Transfer Learning, Active learning, Event classification, CNN

3.

Improving Observable Image Patterns for Computer Vision: An Edge Locating Algorithm Based on Gaussian of Gabor Operator Implemented in Python

Number of pages: 8 Posted: 12 Sep 2022
Isaack Kamanga
Dar es Salaam Institute of Technology
Downloads 55 (1,052,702)

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Edge, Edge locating, Filtering, Gabor filter, Python programming