Inversi, Pemrosesan Sinyal dan Citra
Kode Mata Kuliah
FI4161
Jumlah SKS
2
Semester
Jenis Mata Kuliah
Bahan Kajian
| Bahan Kajian | Kedalaman |
|---|---|
| Konsep pemodelan sistem fisis Bumi | Expert |
| Pemodelan kedepan medan grafitasi, medan magnet, medan E.M., travel time seismik | Expert |
| Dasar inversi, regulasi inversi, inversi dengan Conjugate Gradient, Inversi dengan Steepest Descent | Expert |
| Inversi Kuadrat Terkecil, Inversi Kuadrat Terkecil Teredam | Expert |
| Vectors and matrices, Arrays, Cells and structures, Matrix operations | Expert |
| Konsep signal dan system, Discrete Time Signals dan Sampling, Teorema sampling, Spectral representation, Random Signals, Random phenomena in signal processing | Expert |
| Fast Fourier Transform, Spectral accuracy dan resolution | Expert |
| Short Term Fourier Transform, contoh aplikasi, misalnya penghilangan noise di sinyal suara | Expert |
| The z-transform, Transforms and linear filtering, Difference equations and rational TF filters | Expert |
| Connection between gain and poles/zeros, Minimum phase filters, Filter design methods | Expert |
| Correlation, Convolution, Deconvolution, Wiener Filter | Expert |
| Demultiple filtering and Surface Related Multiple Attenuation in Marine Seismic Data | Expert |
| Wavelet Transform, teori, operasi dan tipenya (Mexican Hat, Ricker Wavelet, dsb). STFT vs Wavelet transform | Expert |
| F-K filter, Kalman Filter | Expert |
| 2-D FFT and IFFT untuk penghilangan noise dan difraksi | Expert |
| 2-D Wavelet Transform | Expert |
| Geometric transformations dari citra, dan operasi citra lainnya. JPEG lossy compression, Watermarking, Blurring or Smoothing, Sharpening or Enhancing edges and details, Convolution: Applying filters (e.g., Gaussian, Sobel) to modify pixel values, Halftoning | Expert |
Capaian Pembelajaran Lulusan (CPL) yang diemban mata kuliah
| Kode CPMK | Unsur Capaian Pembelajaran Mata Kuliah (CPMK) |
|---|---|
| CPMK 1 | Mampu menggunakan teknik inversi untuk berbagai aplikasi |
Metode Pembelajaran
- Ceramah, diskusi kelompok
Modalitas Pembelajaran
- Luring sinkron, bauran/daring asinkron
Metode Penilaian
- Ujian Tengah Semester, Ujian Akhir Semester, Tugas, dan Kuis