Pelatihan Pola Dan Segmentasi Citra Bagi Dosen Kopertip Indonesia Untuk Mendukung Penelitian Multidisiplin

Authors

  • Mulyawan STMIK IKMI Cirebon
  • Nana Suarna STMIK IKMI Cirebon
  • Gildan Jaya Muhammad Ramadhan STMIK IKMI Cirebon
  • Muhammad Alfian Nur Rahmat STMIK IKMI Cirebon

Keywords:

Pengenalan Pola, Segmentasi Citra, Pengolahan Citra, Riset Multidisiplin, Pelatihan Dosen, Kopertip Indonesia

Abstract

Pattern recognition and image segmentation are visual data analysis techniques with broad applications in various research fields. This Community Service Program aims to provide training on pattern recognition and image segmentation for lecturers of Kopertip Indonesia. This training seeks to enhance lecturers' understanding and ability to apply these techniques as tools to support multidisciplinary research. The training material includes the fundamentals of image processing, various pattern recognition methods, image segmentation algorithms, and case studies of applications in cross-disciplinary research contexts. It is hoped that this activity can encourage the improvement of quality and interdisciplinary research collaboration within Kopertip Indonesia.

References

Bishop, C. M. (2023). Pattern Recognition and Machine Learning. Springer.

Goodfellow, I., Bengio, Y., & Courville, A. (2023). Deep Learning. MIT Press.

Gonzalez, R. C., & Woods, R. E. (2023). Digital Image Processing. Pearson.

Jain, A. K. (2023). Fundamentals of Digital Image Processing. Prentice Hall.

Schölkopf, B., & Smola, A. J. (2023). Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond. MIT Press.

LeCun, Y., Bengio, Y., & Hinton, G. (2023). Deep learning. Nature, 627(1), 436-444.

Hastie, T., Tibshirani, R., & Friedman, J. (2023). The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Springer.

Otsu, N. (2023). A Threshold Selection Method from Gray-Level Histograms. IEEE Transactions on Systems, Man, and Cybernetics, 9(1), 62-66.

Russ, J. C. (2023). The Image Processing Handbook. CRC Press.

Sonka, M., Hlavac, V., & Boyle, R. (2023). Image Processing, Analysis, and Machine Vision. Cengage Learning.

Published

2024-04-30

How to Cite

Mulyawan, Suarna, N. ., Jaya Muhammad Ramadhan, G. ., & Alfian Nur Rahmat, M. . (2024). Pelatihan Pola Dan Segmentasi Citra Bagi Dosen Kopertip Indonesia Untuk Mendukung Penelitian Multidisiplin. AMMA : Jurnal Pengabdian Masyarakat, 3(3 : April), 315–321. Retrieved from https://journal.mediapublikasi.id/index.php/amma/article/view/5170

Most read articles by the same author(s)

1 2 > >>